id	sid	tid	token	lemma	pos
iassist-864	1	1	vol274.indd	vol274.indd	SYM
iassist-864	1	2	iassist	iassist	VERB
iassist-864	1	3	quarterly	quarterly	ADJ
iassist-864	1	4	winter	winter	NOUN
iassist-864	1	5	2003	2003	NUM
iassist-864	1	6	5	5	NUM
iassist-864	1	7	by	by	ADP
iassist-864	1	8	by	by	ADP
iassist-864	1	9	celia	celia	PROPN
iassist-864	1	10	russell	russell	PROPN
iassist-864	1	11	,	,	PUNCT
iassist-864	1	12	keith	keith	PROPN
iassist-864	1	13	cole	cole	PROPN
iassist-864	1	14	,	,	PUNCT
iassist-864	1	15	m.	m.	NOUN
iassist-864	1	16	a.s	a.s	PROPN
iassist-864	1	17	.	.	PROPN
iassist-864	1	18	jones	jones	PROPN
iassist-864	1	19	,	,	PUNCT
iassist-864	1	20	s.m	s.m	PROPN
iassist-864	1	21	.	.	PROPN
iassist-864	1	22	pickles	pickle	NOUN
iassist-864	1	23	,	,	PUNCT
iassist-864	1	24	m.	m.	NOUN
iassist-864	1	25	riding	riding	NOUN
iassist-864	1	26	,	,	PUNCT
iassist-864	1	27	k.	k.	PROPN
iassist-864	1	28	roy	roy	PROPN
iassist-864	1	29	,	,	PUNCT
iassist-864	1	30	m.	m.	NOUN
iassist-864	1	31	sensier	sensier	NOUN
iassist-864	1	32	*	*	PUNCT
iassist-864	1	33	grid	grid	NOUN
iassist-864	1	34	technologies	technology	NOUN
iassist-864	1	35	for	for	ADP
iassist-864	1	36	social	social	ADJ
iassist-864	1	37	science	science	NOUN
iassist-864	1	38	:	:	PUNCT
iassist-864	1	39	the	the	DET
iassist-864	1	40	samd	samd	ADJ
iassist-864	1	41	project	project	NOUN
iassist-864	1	42	abstract	abstract	NOUN
iassist-864	1	43	the	the	DET
iassist-864	1	44	seamless	seamless	ADJ
iassist-864	1	45	access	access	NOUN
iassist-864	1	46	to	to	ADP
iassist-864	1	47	multiple	multiple	ADJ
iassist-864	1	48	datasets	dataset	NOUN
iassist-864	1	49	(	(	PUNCT
iassist-864	1	50	samd	samd	ADJ
iassist-864	1	51	)	)	PUNCT
iassist-864	1	52	project	project	NOUN
iassist-864	1	53	is	be	AUX
iassist-864	1	54	designed	design	VERB
iassist-864	1	55	to	to	PART
iassist-864	1	56	demonstrate	demonstrate	VERB
iassist-864	1	57	the	the	DET
iassist-864	1	58	benefits	benefit	NOUN
iassist-864	1	59	of	of	ADP
iassist-864	1	60	grid	grid	NOUN
iassist-864	1	61	(	(	PUNCT
iassist-864	1	62	e	e	NOUN
iassist-864	1	63	-	-	NOUN
iassist-864	1	64	science	science	NOUN
iassist-864	1	65	)	)	PUNCT
iassist-864	1	66	technologies	technology	NOUN
iassist-864	1	67	for	for	ADP
iassist-864	1	68	dataset	dataset	ADJ
iassist-864	1	69	manipulation	manipulation	NOUN
iassist-864	1	70	and	and	CCONJ
iassist-864	1	71	analyses	analysis	NOUN
iassist-864	1	72	in	in	ADP
iassist-864	1	73	a	a	DET
iassist-864	1	74	social	social	ADJ
iassist-864	1	75	science	science	NOUN
iassist-864	1	76	context	context	NOUN
iassist-864	1	77	.	.	PUNCT
iassist-864	2	1	grid	grid	NOUN
iassist-864	2	2	technologies	technology	NOUN
iassist-864	2	3	run	run	VERB
iassist-864	2	4	over	over	ADP
iassist-864	2	5	existing	exist	VERB
iassist-864	2	6	internet	internet	NOUN
iassist-864	2	7	infrastructures	infrastructure	NOUN
iassist-864	2	8	and	and	CCONJ
iassist-864	2	9	offer	offer	VERB
iassist-864	2	10	a	a	DET
iassist-864	2	11	faster	fast	ADJ
iassist-864	2	12	alternative	alternative	NOUN
iassist-864	2	13	to	to	ADP
iassist-864	2	14	the	the	DET
iassist-864	2	15	world	world	NOUN
iassist-864	2	16	wide	wide	ADJ
iassist-864	2	17	web	web	NOUN
iassist-864	2	18	for	for	ADP
iassist-864	2	19	the	the	DET
iassist-864	2	20	transfer	transfer	NOUN
iassist-864	2	21	and	and	CCONJ
iassist-864	2	22	analysis	analysis	NOUN
iassist-864	2	23	of	of	ADP
iassist-864	2	24	large	large	ADJ
iassist-864	2	25	datasets	dataset	NOUN
iassist-864	2	26	.	.	PUNCT
iassist-864	3	1	under	under	ADP
iassist-864	3	2	the	the	DET
iassist-864	3	3	samd	samd	ADJ
iassist-864	3	4	project	project	NOUN
iassist-864	3	5	,	,	PUNCT
iassist-864	3	6	a	a	DET
iassist-864	3	7	web	web	NOUN
iassist-864	3	8	-	-	ADJ
iassist-864	3	9	delivered	deliver	VERB
iassist-864	3	10	social	social	ADJ
iassist-864	3	11	science	science	NOUN
iassist-864	3	12	dataset	dataset	NOUN
iassist-864	3	13	was	be	AUX
iassist-864	3	14	made	make	VERB
iassist-864	3	15	available	available	ADJ
iassist-864	3	16	for	for	ADP
iassist-864	3	17	large	large	ADJ
iassist-864	3	18	-	-	PUNCT
iassist-864	3	19	scale	scale	NOUN
iassist-864	3	20	data	datum	NOUN
iassist-864	3	21	analysis	analysis	NOUN
iassist-864	3	22	through	through	ADP
iassist-864	3	23	a	a	DET
iassist-864	3	24	grid	grid	NOUN
iassist-864	3	25	architecture	architecture	NOUN
iassist-864	3	26	.	.	PUNCT
iassist-864	4	1	using	use	VERB
iassist-864	4	2	an	an	DET
iassist-864	4	3	exemplar	exemplar	ADJ
iassist-864	4	4	problem	problem	NOUN
iassist-864	4	5	drawn	draw	VERB
iassist-864	4	6	from	from	ADP
iassist-864	4	7	the	the	DET
iassist-864	4	8	uk	uk	PROPN
iassist-864	4	9	social	social	ADJ
iassist-864	4	10	science	science	NOUN
iassist-864	4	11	community	community	NOUN
iassist-864	4	12	,	,	PUNCT
iassist-864	4	13	the	the	DET
iassist-864	4	14	project	project	NOUN
iassist-864	4	15	demonstrates	demonstrate	VERB
iassist-864	4	16	how	how	SCONJ
iassist-864	4	17	the	the	DET
iassist-864	4	18	integration	integration	NOUN
iassist-864	4	19	of	of	ADP
iassist-864	4	20	a	a	DET
iassist-864	4	21	single	single	ADJ
iassist-864	4	22	sign	sign	VERB
iassist-864	4	23	-	-	PUNCT
iassist-864	4	24	on	on	ADP
iassist-864	4	25	environment	environment	NOUN
iassist-864	4	26	,	,	PUNCT
iassist-864	4	27	grid	grid	NOUN
iassist-864	4	28	technologies	technology	NOUN
iassist-864	4	29	and	and	CCONJ
iassist-864	4	30	access	access	NOUN
iassist-864	4	31	to	to	ADP
iassist-864	4	32	high	high	ADJ
iassist-864	4	33	performance	performance	NOUN
iassist-864	4	34	computational	computational	ADJ
iassist-864	4	35	resources	resource	NOUN
iassist-864	4	36	can	can	AUX
iassist-864	4	37	significantly	significantly	ADV
iassist-864	4	38	speed	speed	VERB
iassist-864	4	39	up	up	ADP
iassist-864	4	40	computationally	computationally	ADV
iassist-864	4	41	intensive	intensive	ADJ
iassist-864	4	42	queries	query	NOUN
iassist-864	4	43	and	and	CCONJ
iassist-864	4	44	streamline	streamline	VERB
iassist-864	4	45	data	datum	NOUN
iassist-864	4	46	gathering	gathering	NOUN
iassist-864	4	47	and	and	CCONJ
iassist-864	4	48	analysis	analysis	NOUN
iassist-864	4	49	.	.	PUNCT
iassist-864	5	1	the	the	DET
iassist-864	5	2	approach	approach	NOUN
iassist-864	5	3	can	can	AUX
iassist-864	5	4	be	be	AUX
iassist-864	5	5	generalised	generalise	VERB
iassist-864	5	6	to	to	ADP
iassist-864	5	7	virtually	virtually	ADV
iassist-864	5	8	any	any	DET
iassist-864	5	9	kind	kind	NOUN
iassist-864	5	10	of	of	ADP
iassist-864	5	11	problem	problem	NOUN
iassist-864	5	12	involving	involve	VERB
iassist-864	5	13	data	datum	NOUN
iassist-864	5	14	retrieval	retrieval	NOUN
iassist-864	5	15	and	and	CCONJ
iassist-864	5	16	analysis	analysis	NOUN
iassist-864	5	17	.	.	PUNCT
iassist-864	6	1	the	the	DET
iassist-864	6	2	paper	paper	NOUN
iassist-864	6	3	also	also	ADV
iassist-864	6	4	discusses	discuss	VERB
iassist-864	6	5	how	how	SCONJ
iassist-864	6	6	this	this	PRON
iassist-864	6	7	could	could	AUX
iassist-864	6	8	allow	allow	VERB
iassist-864	6	9	social	social	ADJ
iassist-864	6	10	scientists	scientist	NOUN
iassist-864	6	11	to	to	PART
iassist-864	6	12	significantly	significantly	ADV
iassist-864	6	13	scale	scale	VERB
iassist-864	6	14	up	up	ADP
iassist-864	6	15	their	their	PRON
iassist-864	6	16	quantitative	quantitative	ADJ
iassist-864	6	17	research	research	NOUN
iassist-864	6	18	inquiries	inquiry	NOUN
iassist-864	6	19	.	.	PUNCT
iassist-864	7	1	keywords	keyword	NOUN
iassist-864	7	2	:	:	PUNCT
iassist-864	7	3	e	e	X
iassist-864	7	4	-	-	NOUN
iassist-864	7	5	science	science	NOUN
iassist-864	7	6	;	;	PUNCT
iassist-864	7	7	e	e	X
iassist-864	7	8	-	-	ADJ
iassist-864	7	9	social	social	ADJ
iassist-864	7	10	science	science	NOUN
iassist-864	7	11	;	;	PUNCT
iassist-864	7	12	grid	grid	NOUN
iassist-864	7	13	technologies	technology	NOUN
iassist-864	7	14	;	;	PUNCT
iassist-864	7	15	time	time	NOUN
iassist-864	7	16	series	series	PROPN
iassist-864	7	17	data	data	PROPN
iassist-864	7	18	;	;	PUNCT
iassist-864	7	19	multivariate	multivariate	NOUN
iassist-864	7	20	analysis	analysis	NOUN
iassist-864	7	21	;	;	PUNCT
iassist-864	7	22	grid	grid	NOUN
iassist-864	7	23	security	security	NOUN
iassist-864	7	24	infrastructure	infrastructure	NOUN
iassist-864	7	25	;	;	PUNCT
iassist-864	7	26	digital	digital	ADJ
iassist-864	7	27	certificates	certificate	NOUN
iassist-864	7	28	;	;	PUNCT
iassist-864	7	29	authentication	authentication	NOUN
iassist-864	7	30	;	;	PUNCT
iassist-864	7	31	authorisation	authorisation	NOUN
iassist-864	7	32	;	;	PUNCT
iassist-864	7	33	single	single	ADJ
iassist-864	7	34	sign	sign	NOUN
iassist-864	7	35	-	-	PUNCT
iassist-864	7	36	on	on	NOUN
iassist-864	7	37	.	.	PUNCT
iassist-864	8	1	background	background	NOUN
iassist-864	8	2	e	e	NOUN
iassist-864	8	3	-	-	NOUN
iassist-864	8	4	science	science	NOUN
iassist-864	8	5	grids	grid	NOUN
iassist-864	8	6	run	run	VERB
iassist-864	8	7	on	on	ADP
iassist-864	8	8	existing	exist	VERB
iassist-864	8	9	internet	internet	NOUN
iassist-864	8	10	hardware	hardware	NOUN
iassist-864	8	11	but	but	CCONJ
iassist-864	8	12	offer	offer	VERB
iassist-864	8	13	a	a	DET
iassist-864	8	14	more	more	ADV
iassist-864	8	15	powerful	powerful	ADJ
iassist-864	8	16	infrastructure	infrastructure	NOUN
iassist-864	8	17	than	than	ADP
iassist-864	8	18	current	current	ADJ
iassist-864	8	19	web	web	NOUN
iassist-864	8	20	technologies	technology	NOUN
iassist-864	8	21	.	.	PUNCT
iassist-864	9	1	they	they	PRON
iassist-864	9	2	have	have	AUX
iassist-864	9	3	been	be	AUX
iassist-864	9	4	described	describe	VERB
iassist-864	9	5	as	as	ADP
iassist-864	9	6	a	a	DET
iassist-864	9	7	massive	massive	ADJ
iassist-864	9	8	extension	extension	NOUN
iassist-864	9	9	or	or	CCONJ
iassist-864	9	10	even	even	ADV
iassist-864	9	11	the	the	DET
iassist-864	9	12	next	next	ADJ
iassist-864	9	13	generation	generation	NOUN
iassist-864	9	14	of	of	ADP
iassist-864	9	15	existing	exist	VERB
iassist-864	9	16	web	web	NOUN
iassist-864	9	17	services	service	NOUN
iassist-864	9	18	.	.	PUNCT
iassist-864	10	1	just	just	ADV
iassist-864	10	2	as	as	SCONJ
iassist-864	10	3	the	the	DET
iassist-864	10	4	web	web	NOUN
iassist-864	10	5	is	be	AUX
iassist-864	10	6	designed	design	VERB
iassist-864	10	7	to	to	PART
iassist-864	10	8	view	view	VERB
iassist-864	10	9	html	html	NOUN
iassist-864	10	10	documents	document	NOUN
iassist-864	10	11	worldwide	worldwide	ADV
iassist-864	10	12	,	,	PUNCT
iassist-864	10	13	grid	grid	NOUN
iassist-864	10	14	technologies	technology	NOUN
iassist-864	10	15	are	be	AUX
iassist-864	10	16	designed	design	VERB
iassist-864	10	17	to	to	PART
iassist-864	10	18	provide	provide	VERB
iassist-864	10	19	seamless	seamless	ADJ
iassist-864	10	20	access	access	NOUN
iassist-864	10	21	to	to	ADP
iassist-864	10	22	large	large	ADJ
iassist-864	10	23	scale	scale	NOUN
iassist-864	10	24	datasets	dataset	NOUN
iassist-864	10	25	and	and	CCONJ
iassist-864	10	26	to	to	PART
iassist-864	10	27	share	share	VERB
iassist-864	10	28	large	large	ADJ
iassist-864	10	29	scale	scale	NOUN
iassist-864	10	30	computing	computing	NOUN
iassist-864	10	31	resources	resource	NOUN
iassist-864	10	32	,	,	PUNCT
iassist-864	10	33	including	include	VERB
iassist-864	10	34	specialised	specialised	ADJ
iassist-864	10	35	facilities	facility	NOUN
iassist-864	10	36	and	and	CCONJ
iassist-864	10	37	visualisation	visualisation	NOUN
iassist-864	10	38	technologies	technology	NOUN
iassist-864	10	39	.	.	PUNCT
iassist-864	11	1	a	a	DET
iassist-864	11	2	number	number	NOUN
iassist-864	11	3	of	of	ADP
iassist-864	11	4	factors	factor	NOUN
iassist-864	11	5	make	make	VERB
iassist-864	11	6	quantitative	quantitative	ADJ
iassist-864	11	7	social	social	ADJ
iassist-864	11	8	science	science	NOUN
iassist-864	11	9	research	research	NOUN
iassist-864	11	10	well	well	ADV
iassist-864	11	11	suited	suit	VERB
iassist-864	11	12	to	to	PART
iassist-864	11	13	grid	grid	VERB
iassist-864	11	14	based	base	VERB
iassist-864	11	15	research	research	NOUN
iassist-864	11	16	strategies	strategy	NOUN
iassist-864	11	17	.	.	PUNCT
iassist-864	12	1	human	human	ADJ
iassist-864	12	2	behaviour	behaviour	NOUN
iassist-864	12	3	takes	take	VERB
iassist-864	12	4	place	place	NOUN
iassist-864	12	5	in	in	ADP
iassist-864	12	6	a	a	DET
iassist-864	12	7	dense	dense	ADJ
iassist-864	12	8	social	social	ADJ
iassist-864	12	9	and	and	CCONJ
iassist-864	12	10	economic	economic	ADJ
iassist-864	12	11	context	context	NOUN
iassist-864	12	12	,	,	PUNCT
iassist-864	12	13	yet	yet	CCONJ
iassist-864	12	14	limitations	limitation	NOUN
iassist-864	12	15	in	in	ADP
iassist-864	12	16	computing	compute	VERB
iassist-864	12	17	power	power	NOUN
iassist-864	12	18	and	and	CCONJ
iassist-864	12	19	problems	problem	NOUN
iassist-864	12	20	of	of	ADP
iassist-864	12	21	data	datum	NOUN
iassist-864	12	22	access	access	NOUN
iassist-864	12	23	inevitably	inevitably	ADV
iassist-864	12	24	result	result	VERB
iassist-864	12	25	in	in	ADP
iassist-864	12	26	models	model	NOUN
iassist-864	12	27	that	that	PRON
iassist-864	12	28	oversimplify	oversimplify	VERB
iassist-864	12	29	environmental	environmental	ADJ
iassist-864	12	30	conditions	condition	NOUN
iassist-864	12	31	.	.	PUNCT
iassist-864	13	1	furthermore	furthermore	ADV
iassist-864	13	2	,	,	PUNCT
iassist-864	13	3	many	many	ADJ
iassist-864	13	4	social	social	ADJ
iassist-864	13	5	scientists	scientist	NOUN
iassist-864	13	6	now	now	ADV
iassist-864	13	7	wish	wish	VERB
iassist-864	13	8	to	to	PART
iassist-864	13	9	develop	develop	VERB
iassist-864	13	10	more	more	ADV
iassist-864	13	11	complex	complex	ADJ
iassist-864	13	12	research	research	NOUN
iassist-864	13	13	questions	question	NOUN
iassist-864	13	14	by	by	ADP
iassist-864	13	15	combining	combine	VERB
iassist-864	13	16	datasets	dataset	NOUN
iassist-864	13	17	from	from	ADP
iassist-864	13	18	more	more	ADJ
iassist-864	13	19	than	than	ADP
iassist-864	13	20	one	one	NUM
iassist-864	13	21	source	source	NOUN
iassist-864	13	22	,	,	PUNCT
iassist-864	13	23	perhaps	perhaps	ADV
iassist-864	13	24	over	over	ADP
iassist-864	13	25	different	different	ADJ
iassist-864	13	26	geographies	geography	NOUN
iassist-864	13	27	or	or	CCONJ
iassist-864	13	28	time	time	NOUN
iassist-864	13	29	periods	period	NOUN
iassist-864	13	30	.	.	PUNCT
iassist-864	14	1	the	the	DET
iassist-864	14	2	datasets	dataset	NOUN
iassist-864	14	3	themselves	themselves	PRON
iassist-864	14	4	are	be	AUX
iassist-864	14	5	growing	grow	VERB
iassist-864	14	6	rapidly	rapidly	ADV
iassist-864	14	7	in	in	ADP
iassist-864	14	8	size	size	NOUN
iassist-864	14	9	;	;	PUNCT
iassist-864	14	10	the	the	DET
iassist-864	14	11	uk	uk	PROPN
iassist-864	14	12	2001	2001	NUM
iassist-864	14	13	census	census	NOUN
iassist-864	14	14	datasets	dataset	NOUN
iassist-864	14	15	are	be	AUX
iassist-864	14	16	estimated	estimate	VERB
iassist-864	14	17	at	at	ADP
iassist-864	14	18	over	over	ADP
iassist-864	14	19	20	20	NUM
iassist-864	14	20	gigabytes	gigabyte	NOUN
iassist-864	14	21	,	,	PUNCT
iassist-864	14	22	twice	twice	DET
iassist-864	14	23	the	the	DET
iassist-864	14	24	size	size	NOUN
iassist-864	14	25	of	of	ADP
iassist-864	14	26	the	the	DET
iassist-864	14	27	previous	previous	ADJ
iassist-864	14	28	release	release	NOUN
iassist-864	14	29	.	.	PUNCT
iassist-864	15	1	moreover	moreover	ADV
iassist-864	15	2	,	,	PUNCT
iassist-864	15	3	analysis	analysis	NOUN
iassist-864	15	4	of	of	ADP
iassist-864	15	5	data	datum	NOUN
iassist-864	15	6	on	on	ADP
iassist-864	15	7	themes	theme	NOUN
iassist-864	15	8	such	such	ADJ
iassist-864	15	9	as	as	ADP
iassist-864	15	10	trade	trade	NOUN
iassist-864	15	11	,	,	PUNCT
iassist-864	15	12	economic	economic	ADJ
iassist-864	15	13	governance	governance	NOUN
iassist-864	15	14	,	,	PUNCT
iassist-864	15	15	human	human	ADJ
iassist-864	15	16	development	development	NOUN
iassist-864	15	17	or	or	CCONJ
iassist-864	15	18	industrialization	industrialization	NOUN
iassist-864	15	19	requires	require	VERB
iassist-864	15	20	research	research	NOUN
iassist-864	15	21	strategies	strategy	NOUN
iassist-864	15	22	that	that	PRON
iassist-864	15	23	can	can	AUX
iassist-864	15	24	accommodate	accommodate	VERB
iassist-864	15	25	a	a	DET
iassist-864	15	26	high	high	ADJ
iassist-864	15	27	degree	degree	NOUN
iassist-864	15	28	of	of	ADP
iassist-864	15	29	interdependency	interdependency	NOUN
iassist-864	15	30	between	between	ADP
iassist-864	15	31	what	what	PRON
iassist-864	15	32	may	may	AUX
iassist-864	15	33	be	be	AUX
iassist-864	15	34	hundreds	hundred	NOUN
iassist-864	15	35	of	of	ADP
iassist-864	15	36	disparate	disparate	ADJ
iassist-864	15	37	variables	variable	NOUN
iassist-864	15	38	.	.	PUNCT
iassist-864	16	1	the	the	DET
iassist-864	16	2	seamless	seamless	ADJ
iassist-864	16	3	access	access	NOUN
iassist-864	16	4	to	to	ADP
iassist-864	16	5	multiple	multiple	ADJ
iassist-864	16	6	datasets	dataset	NOUN
iassist-864	16	7	(	(	PUNCT
iassist-864	16	8	samd	samd	ADJ
iassist-864	16	9	)	)	PUNCT
iassist-864	16	10	project	project	NOUN
iassist-864	16	11	was	be	AUX
iassist-864	16	12	funded	fund	VERB
iassist-864	16	13	by	by	ADP
iassist-864	16	14	the	the	DET
iassist-864	16	15	ukʼs	ukʼs	PROPN
iassist-864	16	16	economic	economic	ADJ
iassist-864	16	17	and	and	CCONJ
iassist-864	16	18	social	social	ADJ
iassist-864	16	19	research	research	NOUN
iassist-864	16	20	council	council	PROPN
iassist-864	16	21	(	(	PUNCT
iassist-864	16	22	esrc	esrc	PROPN
iassist-864	16	23	)	)	PUNCT
iassist-864	16	24	and	and	CCONJ
iassist-864	16	25	the	the	DET
iassist-864	16	26	department	department	NOUN
iassist-864	16	27	of	of	ADP
iassist-864	16	28	trade	trade	NOUN
iassist-864	16	29	and	and	CCONJ
iassist-864	16	30	industry	industry	NOUN
iassist-864	16	31	.	.	PUNCT
iassist-864	17	1	the	the	DET
iassist-864	17	2	manchester	manchester	PROPN
iassist-864	17	3	information	information	PROPN
iassist-864	17	4	and	and	CCONJ
iassist-864	17	5	associated	associated	ADJ
iassist-864	17	6	services	service	NOUN
iassist-864	17	7	(	(	PUNCT
iassist-864	17	8	mimas	mimas	PROPN
iassist-864	17	9	)	)	PUNCT
iassist-864	17	10	and	and	CCONJ
iassist-864	17	11	the	the	DET
iassist-864	17	12	supercomputing	supercomputing	NOUN
iassist-864	17	13	,	,	PUNCT
iassist-864	17	14	visualization	visualization	NOUN
iassist-864	17	15	and	and	CCONJ
iassist-864	17	16	escience	escience	NOUN
iassist-864	17	17	centre	centre	NOUN
iassist-864	17	18	at	at	ADP
iassist-864	17	19	manchester	manchester	PROPN
iassist-864	17	20	computing	computing	PROPN
iassist-864	17	21	in	in	ADP
iassist-864	17	22	the	the	DET
iassist-864	17	23	university	university	PROPN
iassist-864	17	24	of	of	ADP
iassist-864	17	25	manchester	manchester	PROPN
iassist-864	17	26	were	be	AUX
iassist-864	17	27	responsible	responsible	ADJ
iassist-864	17	28	for	for	ADP
iassist-864	17	29	implementation	implementation	NOUN
iassist-864	17	30	.	.	PUNCT
iassist-864	18	1	the	the	DET
iassist-864	18	2	project	project	NOUN
iassist-864	18	3	was	be	AUX
iassist-864	18	4	designed	design	VERB
iassist-864	18	5	to	to	PART
iassist-864	18	6	demonstrate	demonstrate	VERB
iassist-864	18	7	the	the	DET
iassist-864	18	8	benefits	benefit	NOUN
iassist-864	18	9	of	of	ADP
iassist-864	18	10	grid	grid	NOUN
iassist-864	18	11	technologies	technology	NOUN
iassist-864	18	12	for	for	ADP
iassist-864	18	13	dataset	dataset	ADJ
iassist-864	18	14	manipulation	manipulation	NOUN
iassist-864	18	15	and	and	CCONJ
iassist-864	18	16	analyses	analysis	NOUN
iassist-864	18	17	in	in	ADP
iassist-864	18	18	a	a	DET
iassist-864	18	19	social	social	ADJ
iassist-864	18	20	science	science	NOUN
iassist-864	18	21	context	context	NOUN
iassist-864	18	22	.	.	PUNCT
iassist-864	19	1	firstly	firstly	ADV
iassist-864	19	2	,	,	PUNCT
iassist-864	19	3	the	the	DET
iassist-864	19	4	project	project	NOUN
iassist-864	19	5	showed	show	VERB
iassist-864	19	6	how	how	SCONJ
iassist-864	19	7	an	an	DET
iassist-864	19	8	existing	exist	VERB
iassist-864	19	9	social	social	ADJ
iassist-864	19	10	science	science	NOUN
iassist-864	19	11	dataset	dataset	NOUN
iassist-864	19	12	can	can	AUX
iassist-864	19	13	be	be	AUX
iassist-864	19	14	made	make	VERB
iassist-864	19	15	available	available	ADJ
iassist-864	19	16	for	for	ADP
iassist-864	19	17	large	large	ADJ
iassist-864	19	18	-	-	PUNCT
iassist-864	19	19	scale	scale	NOUN
iassist-864	19	20	data	datum	NOUN
iassist-864	19	21	analysis	analysis	NOUN
iassist-864	19	22	via	via	ADP
iassist-864	19	23	the	the	DET
iassist-864	19	24	grid	grid	NOUN
iassist-864	19	25	.	.	PUNCT
iassist-864	20	1	secondly	secondly	ADV
iassist-864	20	2	,	,	PUNCT
iassist-864	20	3	the	the	DET
iassist-864	20	4	project	project	NOUN
iassist-864	20	5	demonstrated	demonstrate	VERB
iassist-864	20	6	how	how	SCONJ
iassist-864	20	7	the	the	DET
iassist-864	20	8	development	development	NOUN
iassist-864	20	9	of	of	ADP
iassist-864	20	10	parallelised	parallelised	ADJ
iassist-864	20	11	software	software	NOUN
iassist-864	20	12	tools	tool	NOUN
iassist-864	20	13	can	can	AUX
iassist-864	20	14	significantly	significantly	ADV
iassist-864	20	15	speed	speed	VERB
iassist-864	20	16	up	up	ADP
iassist-864	20	17	computationally	computationally	ADV
iassist-864	20	18	intensive	intensive	ADJ
iassist-864	20	19	analyses	analysis	NOUN
iassist-864	20	20	.	.	PUNCT
iassist-864	21	1	using	use	VERB
iassist-864	21	2	an	an	DET
iassist-864	21	3	exemplar	exemplar	ADJ
iassist-864	21	4	problem	problem	NOUN
iassist-864	21	5	drawn	draw	VERB
iassist-864	21	6	from	from	ADP
iassist-864	21	7	the	the	DET
iassist-864	21	8	uk	uk	PROPN
iassist-864	21	9	social	social	ADJ
iassist-864	21	10	science	science	NOUN
iassist-864	21	11	community	community	NOUN
iassist-864	21	12	,	,	PUNCT
iassist-864	21	13	the	the	DET
iassist-864	21	14	project	project	NOUN
iassist-864	21	15	showed	show	VERB
iassist-864	21	16	how	how	SCONJ
iassist-864	21	17	the	the	DET
iassist-864	21	18	integration	integration	NOUN
iassist-864	21	19	of	of	ADP
iassist-864	21	20	access	access	NOUN
iassist-864	21	21	to	to	ADP
iassist-864	21	22	both	both	DET
iassist-864	21	23	data	datum	NOUN
iassist-864	21	24	and	and	CCONJ
iassist-864	21	25	high	high	ADJ
iassist-864	21	26	performance	performance	NOUN
iassist-864	21	27	computational	computational	ADJ
iassist-864	21	28	resources	resource	NOUN
iassist-864	21	29	within	within	ADP
iassist-864	21	30	a	a	DET
iassist-864	21	31	single	single	ADJ
iassist-864	21	32	sign	sign	NOUN
iassist-864	21	33	-	-	PUNCT
iassist-864	21	34	on	on	ADP
iassist-864	21	35	environment	environment	NOUN
iassist-864	21	36	enables	enable	VERB
iassist-864	21	37	the	the	DET
iassist-864	21	38	automation	automation	NOUN
iassist-864	21	39	of	of	ADP
iassist-864	21	40	complex	complex	ADJ
iassist-864	21	41	workflows	workflow	NOUN
iassist-864	21	42	and	and	CCONJ
iassist-864	21	43	can	can	AUX
iassist-864	21	44	facilitate	facilitate	VERB
iassist-864	21	45	the	the	DET
iassist-864	21	46	scaling	scaling	NOUN
iassist-864	21	47	up	up	ADP
iassist-864	21	48	of	of	ADP
iassist-864	21	49	social	social	ADJ
iassist-864	21	50	science	science	NOUN
iassist-864	21	51	research	research	NOUN
iassist-864	21	52	applications	application	NOUN
iassist-864	21	53	.	.	PUNCT
iassist-864	22	1	samd	samd	NOUN
iassist-864	22	2	also	also	ADV
iassist-864	22	3	demonstrated	demonstrate	VERB
iassist-864	22	4	the	the	DET
iassist-864	22	5	successful	successful	ADJ
iassist-864	22	6	incorporation	incorporation	NOUN
iassist-864	22	7	of	of	ADP
iassist-864	22	8	emerging	emerge	VERB
iassist-864	22	9	grid	grid	NOUN
iassist-864	22	10	technologies	technology	NOUN
iassist-864	22	11	into	into	ADP
iassist-864	22	12	an	an	DET
iassist-864	22	13	existing	exist	VERB
iassist-864	22	14	social	social	ADJ
iassist-864	22	15	science	science	NOUN
iassist-864	22	16	data	datum	NOUN
iassist-864	22	17	service	service	NOUN
iassist-864	22	18	.	.	PUNCT
iassist-864	23	1	the	the	DET
iassist-864	23	2	problem	problem	NOUN
iassist-864	23	3	samd	samd	NOUN
iassist-864	23	4	was	be	AUX
iassist-864	23	5	based	base	VERB
iassist-864	23	6	around	around	ADP
iassist-864	23	7	a	a	DET
iassist-864	23	8	genuine	genuine	ADJ
iassist-864	23	9	econometric	econometric	ADJ
iassist-864	23	10	research	research	NOUN
iassist-864	23	11	question	question	NOUN
iassist-864	23	12	drawn	draw	VERB
iassist-864	23	13	from	from	ADP
iassist-864	23	14	the	the	DET
iassist-864	23	15	academic	academic	ADJ
iassist-864	23	16	community	community	NOUN
iassist-864	23	17	and	and	CCONJ
iassist-864	23	18	is	be	AUX
iassist-864	23	19	based	base	VERB
iassist-864	23	20	on	on	ADP
iassist-864	23	21	a	a	DET
iassist-864	23	22	typical	typical	ADJ
iassist-864	23	23	social	social	ADJ
iassist-864	23	24	science	science	NOUN
iassist-864	23	25	databank	databank	PROPN
iassist-864	23	26	,	,	PUNCT
iassist-864	23	27	the	the	DET
iassist-864	23	28	national	national	PROPN
iassist-864	23	29	statistics	statistics	PROPN
iassist-864	23	30	time	time	PROPN
iassist-864	23	31	series	series	PROPN
iassist-864	23	32	data	data	PROPN
iassist-864	23	33	.	.	PUNCT
iassist-864	24	1	mimas	mimas	PROPN
iassist-864	24	2	hosts	host	VERB
iassist-864	24	3	a	a	DET
iassist-864	24	4	web	web	NOUN
iassist-864	24	5	interface	interface	NOUN
iassist-864	24	6	to	to	ADP
iassist-864	24	7	this	this	DET
iassist-864	24	8	databank	databank	NOUN
iassist-864	24	9	,	,	PUNCT
iassist-864	24	10	which	which	PRON
iassist-864	24	11	is	be	AUX
iassist-864	24	12	widely	widely	ADV
iassist-864	24	13	used	use	VERB
iassist-864	24	14	in	in	ADP
iassist-864	24	15	teaching	teaching	NOUN
iassist-864	24	16	and	and	CCONJ
iassist-864	24	17	research	research	NOUN
iassist-864	24	18	.	.	PUNCT
iassist-864	25	1	the	the	DET
iassist-864	25	2	research	research	NOUN
iassist-864	25	3	question	question	NOUN
iassist-864	25	4	examines	examine	VERB
iassist-864	25	5	the	the	DET
iassist-864	25	6	asymmetries	asymmetry	NOUN
iassist-864	25	7	in	in	ADP
iassist-864	25	8	the	the	DET
iassist-864	25	9	response	response	NOUN
iassist-864	25	10	of	of	ADP
iassist-864	25	11	uk	uk	PROPN
iassist-864	25	12	gross	gross	ADJ
iassist-864	25	13	domestic	domestic	ADJ
iassist-864	25	14	product	product	NOUN
iassist-864	25	15	to	to	ADP
iassist-864	25	16	interest	interest	NOUN
iassist-864	25	17	rate	rate	NOUN
iassist-864	25	18	changes	change	NOUN
iassist-864	25	19	.	.	PUNCT
iassist-864	26	1	sensier	sensier	NOUN
iassist-864	26	2	,	,	PUNCT
iassist-864	26	3	6	6	NUM
iassist-864	26	4	iassist	iassist	ADJ
iassist-864	26	5	quarterly	quarterly	ADJ
iassist-864	26	6	winter	winter	NOUN
iassist-864	26	7	2003	2003	NUM
iassist-864	26	8	osborn	osborn	PROPN
iassist-864	26	9	and	and	CCONJ
iassist-864	26	10	öcal1	öcal1	PROPN
iassist-864	26	11	found	find	VERB
iassist-864	26	12	that	that	SCONJ
iassist-864	26	13	interest	interest	NOUN
iassist-864	26	14	rate	rate	NOUN
iassist-864	26	15	effects	effect	NOUN
iassist-864	26	16	on	on	ADP
iassist-864	26	17	gross	gross	ADJ
iassist-864	26	18	domestic	domestic	ADJ
iassist-864	26	19	product	product	NOUN
iassist-864	26	20	are	be	AUX
iassist-864	26	21	larger	large	ADJ
iassist-864	26	22	when	when	SCONJ
iassist-864	26	23	lagged	lag	VERB
iassist-864	26	24	growth	growth	NOUN
iassist-864	26	25	has	have	AUX
iassist-864	26	26	been	be	AUX
iassist-864	26	27	high	high	ADJ
iassist-864	26	28	and	and	CCONJ
iassist-864	26	29	when	when	SCONJ
iassist-864	26	30	there	there	PRON
iassist-864	26	31	has	have	AUX
iassist-864	26	32	been	be	AUX
iassist-864	26	33	a	a	DET
iassist-864	26	34	substantial	substantial	ADJ
iassist-864	26	35	increase	increase	NOUN
iassist-864	26	36	in	in	ADP
iassist-864	26	37	the	the	DET
iassist-864	26	38	interest	interest	NOUN
iassist-864	26	39	rate	rate	NOUN
iassist-864	26	40	.	.	PUNCT
iassist-864	27	1	they	they	PRON
iassist-864	27	2	did	do	AUX
iassist-864	27	3	not	not	PART
iassist-864	27	4	fi	fi	VERB
iassist-864	27	5	nd	nd	ADV
iassist-864	27	6	the	the	DET
iassist-864	27	7	opposite	opposite	ADJ
iassist-864	27	8	effect	effect	NOUN
iassist-864	27	9	for	for	ADP
iassist-864	27	10	low	low	ADJ
iassist-864	27	11	growth	growth	NOUN
iassist-864	27	12	phases	phase	NOUN
iassist-864	27	13	and	and	CCONJ
iassist-864	27	14	decreases	decrease	NOUN
iassist-864	27	15	in	in	ADP
iassist-864	27	16	the	the	DET
iassist-864	27	17	interest	interest	NOUN
iassist-864	27	18	rate	rate	NOUN
iassist-864	27	19	.	.	PUNCT
iassist-864	28	1	the	the	DET
iassist-864	28	2	authors	author	NOUN
iassist-864	28	3	used	use	VERB
iassist-864	28	4	a	a	DET
iassist-864	28	5	non	non	ADJ
iassist-864	28	6	-	-	ADJ
iassist-864	28	7	linear	linear	ADJ
iassist-864	28	8	regression	regression	NOUN
iassist-864	28	9	,	,	PUNCT
iassist-864	28	10	namely	namely	ADV
iassist-864	28	11	the	the	DET
iassist-864	28	12	smooth	smooth	ADJ
iassist-864	28	13	transition	transition	NOUN
iassist-864	28	14	regression	regression	NOUN
iassist-864	28	15	model	model	NOUN
iassist-864	28	16	,	,	PUNCT
iassist-864	28	17	to	to	PART
iassist-864	28	18	model	model	VERB
iassist-864	28	19	this	this	DET
iassist-864	28	20	asymmetry	asymmetry	NOUN
iassist-864	28	21	.	.	PUNCT
iassist-864	29	1	to	to	PART
iassist-864	29	2	help	help	VERB
iassist-864	29	3	fi	fi	NOUN
iassist-864	29	4	nd	nd	NOUN
iassist-864	29	5	the	the	DET
iassist-864	29	6	starting	starting	NOUN
iassist-864	29	7	parameters	parameter	NOUN
iassist-864	29	8	,	,	PUNCT
iassist-864	29	9	a	a	DET
iassist-864	29	10	computationally	computationally	ADV
iassist-864	29	11	intensive	intensive	ADJ
iassist-864	29	12	5	5	NUM
iassist-864	29	13	-	-	PUNCT
iassist-864	29	14	dimensional	dimensional	ADJ
iassist-864	29	15	array	array	NOUN
iassist-864	29	16	search	search	NOUN
iassist-864	29	17	program	program	NOUN
iassist-864	29	18	was	be	AUX
iassist-864	29	19	used	use	VERB
iassist-864	29	20	.	.	PUNCT
iassist-864	30	1	the	the	DET
iassist-864	30	2	program	program	NOUN
iassist-864	30	3	typically	typically	ADV
iassist-864	30	4	took	take	VERB
iassist-864	30	5	several	several	ADJ
iassist-864	30	6	hours	hour	NOUN
iassist-864	30	7	to	to	PART
iassist-864	30	8	run	run	VERB
iassist-864	30	9	on	on	ADP
iassist-864	30	10	a	a	DET
iassist-864	30	11	standard	standard	ADJ
iassist-864	30	12	mainframe	mainframe	NOUN
iassist-864	30	13	.	.	PUNCT
iassist-864	31	1	before	before	ADP
iassist-864	31	2	the	the	DET
iassist-864	31	3	existence	existence	NOUN
iassist-864	31	4	of	of	ADP
iassist-864	31	5	samd	samd	NOUN
iassist-864	31	6	,	,	PUNCT
iassist-864	31	7	the	the	DET
iassist-864	31	8	required	require	VERB
iassist-864	31	9	data	datum	NOUN
iassist-864	31	10	were	be	AUX
iassist-864	31	11	collected	collect	VERB
iassist-864	31	12	over	over	ADP
iassist-864	31	13	the	the	DET
iassist-864	31	14	web	web	NOUN
iassist-864	31	15	,	,	PUNCT
iassist-864	31	16	returned	return	VERB
iassist-864	31	17	to	to	ADP
iassist-864	31	18	the	the	DET
iassist-864	31	19	userʼs	userʼs	NOUN
iassist-864	31	20	pc	pc	NOUN
iassist-864	31	21	and	and	CCONJ
iassist-864	31	22	then	then	ADV
iassist-864	31	23	sent	send	VERB
iassist-864	31	24	manually	manually	ADV
iassist-864	31	25	to	to	ADP
iassist-864	31	26	the	the	DET
iassist-864	31	27	mainframe	mainframe	NOUN
iassist-864	31	28	computer	computer	NOUN
iassist-864	31	29	for	for	ADP
iassist-864	31	30	analysis	analysis	NOUN
iassist-864	31	31	.	.	PUNCT
iassist-864	32	1	altogether	altogether	ADV
iassist-864	32	2	,	,	PUNCT
iassist-864	32	3	the	the	DET
iassist-864	32	4	collection	collection	NOUN
iassist-864	32	5	,	,	PUNCT
iassist-864	32	6	collation	collation	NOUN
iassist-864	32	7	and	and	CCONJ
iassist-864	32	8	analysis	analysis	NOUN
iassist-864	32	9	of	of	ADP
iassist-864	32	10	the	the	DET
iassist-864	32	11	data	datum	NOUN
iassist-864	32	12	took	take	VERB
iassist-864	32	13	around	around	ADP
iassist-864	32	14	a	a	DET
iassist-864	32	15	working	work	VERB
iassist-864	32	16	day	day	NOUN
iassist-864	32	17	.	.	PUNCT
iassist-864	33	1	moreover	moreover	ADV
iassist-864	33	2	,	,	PUNCT
iassist-864	33	3	the	the	DET
iassist-864	33	4	user	user	NOUN
iassist-864	33	5	had	have	VERB
iassist-864	33	6	to	to	PART
iassist-864	33	7	access	access	VERB
iassist-864	33	8	a	a	DET
iassist-864	33	9	variety	variety	NOUN
iassist-864	33	10	of	of	ADP
iassist-864	33	11	resources	resource	NOUN
iassist-864	33	12	to	to	PART
iassist-864	33	13	acquire	acquire	VERB
iassist-864	33	14	and	and	CCONJ
iassist-864	33	15	analyze	analyze	VERB
iassist-864	33	16	the	the	DET
iassist-864	33	17	data	datum	NOUN
iassist-864	33	18	,	,	PUNCT
iassist-864	33	19	all	all	PRON
iassist-864	33	20	of	of	ADP
iassist-864	33	21	which	which	PRON
iassist-864	33	22	required	require	VERB
iassist-864	33	23	authentication	authentication	NOUN
iassist-864	33	24	via	via	ADP
iassist-864	33	25	multiple	multiple	ADJ
iassist-864	33	26	usernames	username	NOUN
iassist-864	33	27	and	and	CCONJ
iassist-864	33	28	passwords	password	NOUN
iassist-864	33	29	.	.	PUNCT
iassist-864	34	1	the	the	DET
iassist-864	34	2	samd	samd	ADJ
iassist-864	34	3	solution	solution	NOUN
iassist-864	34	4	the	the	DET
iassist-864	34	5	samd	samd	ADJ
iassist-864	34	6	project	project	NOUN
iassist-864	34	7	used	use	VERB
iassist-864	34	8	globus	globus	NOUN
iassist-864	34	9	2.0	2.0	NUM
iassist-864	34	10	(	(	PUNCT
iassist-864	34	11	globus	globus	NOUN
iassist-864	34	12	is	be	AUX
iassist-864	34	13	the	the	DET
iassist-864	34	14	open	open	ADJ
iassist-864	34	15	source	source	NOUN
iassist-864	34	16	software	software	NOUN
iassist-864	34	17	used	use	VERB
iassist-864	34	18	to	to	PART
iassist-864	34	19	create	create	VERB
iassist-864	34	20	grids	grid	NOUN
iassist-864	34	21	)	)	PUNCT
iassist-864	34	22	and	and	CCONJ
iassist-864	34	23	gridftp	gridftp	VERB
iassist-864	34	24	to	to	PART
iassist-864	34	25	create	create	VERB
iassist-864	34	26	a	a	DET
iassist-864	34	27	specifi	specifi	PROPN
iassist-864	34	28	c	c	PROPN
iassist-864	34	29	grid	grid	NOUN
iassist-864	34	30	architecture	architecture	NOUN
iassist-864	34	31	incorporating	incorporate	VERB
iassist-864	34	32	the	the	DET
iassist-864	34	33	national	national	ADJ
iassist-864	34	34	statistics	statistics	PROPN
iassist-864	34	35	time	time	PROPN
iassist-864	34	36	series	series	PROPN
iassist-864	34	37	data	data	PROPN
iassist-864	34	38	.	.	PUNCT
iassist-864	35	1	a	a	DET
iassist-864	35	2	number	number	NOUN
iassist-864	35	3	of	of	ADP
iassist-864	35	4	performance	performance	NOUN
iassist-864	35	5	improvements	improvement	NOUN
iassist-864	35	6	,	,	PUNCT
iassist-864	35	7	including	include	VERB
iassist-864	35	8	parallelisation	parallelisation	NOUN
iassist-864	35	9	,	,	PUNCT
iassist-864	35	10	were	be	AUX
iassist-864	35	11	made	make	VERB
iassist-864	35	12	to	to	ADP
iassist-864	35	13	the	the	DET
iassist-864	35	14	analysis	analysis	NOUN
iassist-864	35	15	code	code	NOUN
iassist-864	35	16	to	to	PART
iassist-864	35	17	represent	represent	VERB
iassist-864	35	18	a	a	DET
iassist-864	35	19	high	high	ADJ
iassist-864	35	20	performance	performance	NOUN
iassist-864	35	21	computing	computing	NOUN
iassist-864	35	22	facility	facility	NOUN
iassist-864	35	23	.	.	PUNCT
iassist-864	36	1	the	the	DET
iassist-864	36	2	demonstrator	demonstrator	NOUN
iassist-864	36	3	application	application	NOUN
iassist-864	36	4	transfers	transfer	NOUN
iassist-864	36	5	multiple	multiple	ADJ
iassist-864	36	6	time	time	NOUN
iassist-864	36	7	series	series	NOUN
iassist-864	36	8	from	from	ADP
iassist-864	36	9	mimas	mimas	PROPN
iassist-864	36	10	(	(	PUNCT
iassist-864	36	11	a	a	DET
iassist-864	36	12	national	national	ADJ
iassist-864	36	13	data	data	PROPN
iassist-864	36	14	centre	centre	NOUN
iassist-864	36	15	based	base	VERB
iassist-864	36	16	at	at	ADP
iassist-864	36	17	manchester	manchester	PROPN
iassist-864	36	18	computing	computing	PROPN
iassist-864	36	19	)	)	PUNCT
iassist-864	36	20	to	to	ADP
iassist-864	36	21	a	a	DET
iassist-864	36	22	high	high	ADJ
iassist-864	36	23	performance	performance	NOUN
iassist-864	36	24	computing	computing	NOUN
iassist-864	36	25	(	(	PUNCT
iassist-864	36	26	hpc	hpc	NOUN
iassist-864	36	27	)	)	PUNCT
iassist-864	36	28	engine	engine	NOUN
iassist-864	36	29	for	for	ADP
iassist-864	36	30	computationally	computationally	ADV
iassist-864	36	31	intensive	intensive	ADJ
iassist-864	36	32	analysis	analysis	NOUN
iassist-864	36	33	,	,	PUNCT
iassist-864	36	34	and	and	CCONJ
iassist-864	36	35	then	then	ADV
iassist-864	36	36	returns	return	VERB
iassist-864	36	37	the	the	DET
iassist-864	36	38	results	result	NOUN
iassist-864	36	39	to	to	ADP
iassist-864	36	40	the	the	DET
iassist-864	36	41	user	user	NOUN
iassist-864	36	42	.	.	PUNCT
iassist-864	37	1	the	the	DET
iassist-864	37	2	entire	entire	ADJ
iassist-864	37	3	operation	operation	NOUN
iassist-864	37	4	requires	require	VERB
iassist-864	37	5	only	only	ADV
iassist-864	37	6	a	a	DET
iassist-864	37	7	single	single	ADJ
iassist-864	37	8	sign	sign	NOUN
iassist-864	37	9	-	-	PUNCT
iassist-864	37	10	on	on	ADP
iassist-864	37	11	(	(	PUNCT
iassist-864	37	12	grid	grid	NOUN
iassist-864	37	13	-	-	PUNCT
iassist-864	37	14	proxy	proxy	NOUN
iassist-864	37	15	-	-	PUNCT
iassist-864	37	16	init	init	NOUN
iassist-864	37	17	)	)	PUNCT
iassist-864	37	18	on	on	ADP
iassist-864	37	19	the	the	DET
iassist-864	37	20	userʼs	userʼs	PROPN
iassist-864	37	21	workstation	workstation	NOUN
iassist-864	37	22	.	.	PUNCT
iassist-864	38	1	in	in	ADP
iassist-864	38	2	step	step	NOUN
iassist-864	38	3	(	(	PUNCT
iassist-864	38	4	1	1	NUM
iassist-864	38	5	)	)	PUNCT
iassist-864	38	6	,	,	PUNCT
iassist-864	38	7	the	the	DET
iassist-864	38	8	application	application	NOUN
iassist-864	38	9	on	on	ADP
iassist-864	38	10	the	the	DET
iassist-864	38	11	userʼs	userʼs	NOUN
iassist-864	38	12	workstation	workstation	NOUN
iassist-864	38	13	searches	search	NOUN
iassist-864	38	14	for	for	ADP
iassist-864	38	15	and	and	CCONJ
iassist-864	38	16	requests	request	VERB
iassist-864	38	17	one	one	NUM
iassist-864	38	18	or	or	CCONJ
iassist-864	38	19	more	more	ADJ
iassist-864	38	20	time	time	NOUN
iassist-864	38	21	series	series	NOUN
iassist-864	38	22	via	via	ADP
iassist-864	38	23	https	https	NOUN
iassist-864	38	24	with	with	ADP
iassist-864	38	25	gsi	gsi	PROPN
iassist-864	38	26	authentication	authentication	NOUN
iassist-864	38	27	.	.	PUNCT
iassist-864	39	1	in	in	ADP
iassist-864	39	2	(	(	PUNCT
iassist-864	39	3	2	2	NUM
iassist-864	39	4	-	-	SYM
iassist-864	39	5	3	3	NUM
iassist-864	39	6	)	)	PUNCT
iassist-864	39	7	,	,	PUNCT
iassist-864	39	8	cgi	cgi	NOUN
iassist-864	39	9	programs	program	NOUN
iassist-864	39	10	running	run	VERB
iassist-864	39	11	on	on	ADP
iassist-864	39	12	the	the	DET
iassist-864	39	13	web	web	NOUN
iassist-864	39	14	server	server	NOUN
iassist-864	39	15	verify	verify	NOUN
iassist-864	39	16	that	that	SCONJ
iassist-864	39	17	the	the	DET
iassist-864	39	18	user	user	NOUN
iassist-864	39	19	has	have	AUX
iassist-864	39	20	permission	permission	NOUN
iassist-864	39	21	to	to	PART
iassist-864	39	22	access	access	VERB
iassist-864	39	23	the	the	DET
iassist-864	39	24	requested	request	VERB
iassist-864	39	25	dataset	dataset	NOUN
iassist-864	39	26	.	.	PUNCT
iassist-864	40	1	in	in	ADP
iassist-864	40	2	(	(	PUNCT
iassist-864	40	3	4	4	NUM
iassist-864	40	4	-	-	SYM
iassist-864	40	5	7	7	NUM
iassist-864	40	6	)	)	PUNCT
iassist-864	40	7	,	,	PUNCT
iassist-864	40	8	the	the	DET
iassist-864	40	9	requested	request	VERB
iassist-864	40	10	data	datum	NOUN
iassist-864	40	11	are	be	AUX
iassist-864	40	12	extracted	extract	VERB
iassist-864	40	13	from	from	ADP
iassist-864	40	14	the	the	DET
iassist-864	40	15	mimas	mima	NOUN
iassist-864	40	16	data	datum	NOUN
iassist-864	40	17	repository	repository	NOUN
iassist-864	40	18	and	and	CCONJ
iassist-864	40	19	copied	copy	VERB
iassist-864	40	20	to	to	ADP
iassist-864	40	21	a	a	DET
iassist-864	40	22	short	short	ADV
iassist-864	40	23	-	-	PUNCT
iassist-864	40	24	lived	live	VERB
iassist-864	40	25	fi	fi	NOUN
iassist-864	40	26	le	le	X
iassist-864	40	27	,	,	PUNCT
iassist-864	40	28	and	and	CCONJ
iassist-864	40	29	an	an	DET
iassist-864	40	30	xml	xml	NOUN
iassist-864	40	31	“	"	PUNCT
iassist-864	40	32	ticket	ticket	NOUN
iassist-864	40	33	”	"	PUNCT
iassist-864	40	34	is	be	AUX
iassist-864	40	35	returned	return	VERB
iassist-864	40	36	to	to	ADP
iassist-864	40	37	the	the	DET
iassist-864	40	38	application	application	NOUN
iassist-864	40	39	.	.	PUNCT
iassist-864	41	1	based	base	VERB
iassist-864	41	2	on	on	ADP
iassist-864	41	3	information	information	NOUN
iassist-864	41	4	supplied	supply	VERB
iassist-864	41	5	in	in	ADP
iassist-864	41	6	the	the	DET
iassist-864	41	7	ticket	ticket	NOUN
iassist-864	41	8	,	,	PUNCT
iassist-864	41	9	the	the	DET
iassist-864	41	10	application	application	NOUN
iassist-864	41	11	uses	use	VERB
iassist-864	41	12	gridftp	gridftp	NOUN
iassist-864	41	13	to	to	PART
iassist-864	41	14	initiate	initiate	VERB
iassist-864	41	15	a	a	DET
iassist-864	41	16	third	third	ADJ
iassist-864	41	17	-	-	PUNCT
iassist-864	41	18	party	party	NOUN
iassist-864	41	19	fi	fi	NOUN
iassist-864	41	20	le	le	X
iassist-864	41	21	transfer	transfer	NOUN
iassist-864	41	22	from	from	ADP
iassist-864	41	23	mimas	mima	NOUN
iassist-864	41	24	to	to	ADP
iassist-864	41	25	the	the	DET
iassist-864	41	26	hpc	hpc	PROPN
iassist-864	41	27	engine	engine	NOUN
iassist-864	41	28	.	.	PUNCT
iassist-864	42	1	steps	step	NOUN
iassist-864	42	2	(	(	PUNCT
iassist-864	42	3	1	1	NUM
iassist-864	42	4	-	-	SYM
iassist-864	42	5	7	7	NUM
iassist-864	42	6	)	)	PUNCT
iassist-864	42	7	are	be	AUX
iassist-864	42	8	repeated	repeat	VERB
iassist-864	42	9	for	for	ADP
iassist-864	42	10	each	each	DET
iassist-864	42	11	group	group	NOUN
iassist-864	42	12	of	of	ADP
iassist-864	42	13	time	time	NOUN
iassist-864	42	14	series	series	NOUN
iassist-864	42	15	.	.	PUNCT
iassist-864	43	1	in	in	ADP
iassist-864	43	2	(	(	PUNCT
iassist-864	43	3	9	9	NUM
iassist-864	43	4	-	-	SYM
iassist-864	43	5	10	10	NUM
iassist-864	43	6	)	)	PUNCT
iassist-864	43	7	,	,	PUNCT
iassist-864	43	8	globus	globus	NOUN
iassist-864	43	9	mechanisms	mechanism	NOUN
iassist-864	43	10	are	be	AUX
iassist-864	43	11	used	use	VERB
iassist-864	43	12	to	to	PART
iassist-864	43	13	launch	launch	VERB
iassist-864	43	14	an	an	DET
iassist-864	43	15	analysis	analysis	NOUN
iassist-864	43	16	run	run	VERB
iassist-864	43	17	on	on	ADP
iassist-864	43	18	the	the	DET
iassist-864	43	19	hpc	hpc	NOUN
iassist-864	43	20	engine	engine	NOUN
iassist-864	43	21	and	and	CCONJ
iassist-864	43	22	to	to	PART
iassist-864	43	23	retrieve	retrieve	VERB
iassist-864	43	24	the	the	DET
iassist-864	43	25	results	result	NOUN
iassist-864	43	26	.	.	PUNCT
iassist-864	44	1	a	a	DET
iassist-864	44	2	housekeeping	housekeeping	NOUN
iassist-864	44	3	task	task	NOUN
iassist-864	44	4	cleans	clean	VERB
iassist-864	44	5	up	up	ADP
iassist-864	44	6	temporary	temporary	ADJ
iassist-864	44	7	fi	fi	NOUN
iassist-864	44	8	les	les	X
iassist-864	44	9	.	.	PUNCT
iassist-864	45	1	figure	figure	NOUN
iassist-864	45	2	1	1	NUM
iassist-864	45	3	samd	samd	ADJ
iassist-864	45	4	architecture	architecture	NOUN
iassist-864	45	5	iassist	iassist	VERB
iassist-864	45	6	quarterly	quarterly	ADJ
iassist-864	45	7	winter	winter	NOUN
iassist-864	45	8	2003	2003	NUM
iassist-864	45	9	7	7	NUM
iassist-864	45	10	a	a	DET
iassist-864	45	11	graphical	graphical	ADJ
iassist-864	45	12	user	user	NOUN
iassist-864	45	13	interface	interface	NOUN
iassist-864	45	14	allows	allow	VERB
iassist-864	45	15	the	the	DET
iassist-864	45	16	user	user	NOUN
iassist-864	45	17	to	to	PART
iassist-864	45	18	search	search	VERB
iassist-864	45	19	the	the	DET
iassist-864	45	20	databank	databank	NOUN
iassist-864	45	21	,	,	PUNCT
iassist-864	45	22	extract	extract	VERB
iassist-864	45	23	the	the	DET
iassist-864	45	24	data	datum	NOUN
iassist-864	45	25	and	and	CCONJ
iassist-864	45	26	transfer	transfer	VERB
iassist-864	45	27	the	the	DET
iassist-864	45	28	resulting	result	VERB
iassist-864	45	29	time	time	NOUN
iassist-864	45	30	series	series	NOUN
iassist-864	45	31	directly	directly	ADV
iassist-864	45	32	from	from	ADP
iassist-864	45	33	the	the	DET
iassist-864	45	34	databank	databank	NOUN
iassist-864	45	35	to	to	ADP
iassist-864	45	36	an	an	DET
iassist-864	45	37	high	high	ADJ
iassist-864	45	38	performance	performance	NOUN
iassist-864	45	39	computing	computing	NOUN
iassist-864	45	40	facility	facility	NOUN
iassist-864	45	41	via	via	ADP
iassist-864	45	42	grid	grid	PROPN
iassist-864	45	43	ftp	ftp	PROPN
iassist-864	45	44	.	.	PROPN
iassist-864	46	1	the	the	DET
iassist-864	46	2	results	result	NOUN
iassist-864	46	3	are	be	AUX
iassist-864	46	4	then	then	ADV
iassist-864	46	5	returned	return	VERB
iassist-864	46	6	to	to	ADP
iassist-864	46	7	the	the	DET
iassist-864	46	8	user	user	NOUN
iassist-864	46	9	.	.	PUNCT
iassist-864	47	1	the	the	DET
iassist-864	47	2	process	process	NOUN
iassist-864	47	3	is	be	AUX
iassist-864	47	4	further	far	ADV
iassist-864	47	5	streamlined	streamline	VERB
iassist-864	47	6	by	by	ADP
iassist-864	47	7	a	a	DET
iassist-864	47	8	security	security	NOUN
iassist-864	47	9	model	model	NOUN
iassist-864	47	10	which	which	PRON
iassist-864	47	11	gives	give	VERB
iassist-864	47	12	the	the	DET
iassist-864	47	13	user	user	NOUN
iassist-864	47	14	access	access	NOUN
iassist-864	47	15	to	to	ADP
iassist-864	47	16	all	all	DET
iassist-864	47	17	the	the	DET
iassist-864	47	18	resources	resource	NOUN
iassist-864	47	19	to	to	PART
iassist-864	47	20	which	which	PRON
iassist-864	47	21	they	they	PRON
iassist-864	47	22	have	have	VERB
iassist-864	47	23	permission	permission	NOUN
iassist-864	47	24	through	through	ADP
iassist-864	47	25	a	a	DET
iassist-864	47	26	single	single	ADJ
iassist-864	47	27	sign	sign	NOUN
iassist-864	47	28	on	on	ADP
iassist-864	47	29	procedure	procedure	NOUN
iassist-864	47	30	.	.	PUNCT
iassist-864	48	1	as	as	ADP
iassist-864	48	2	a	a	DET
iassist-864	48	3	result	result	NOUN
iassist-864	48	4	of	of	ADP
iassist-864	48	5	these	these	DET
iassist-864	48	6	advances	advance	NOUN
iassist-864	48	7	,	,	PUNCT
iassist-864	48	8	the	the	DET
iassist-864	48	9	data	data	NOUN
iassist-864	48	10	collection	collection	NOUN
iassist-864	48	11	and	and	CCONJ
iassist-864	48	12	analysis	analysis	NOUN
iassist-864	48	13	,	,	PUNCT
iassist-864	48	14	which	which	PRON
iassist-864	48	15	had	have	AUX
iassist-864	48	16	previously	previously	ADV
iassist-864	48	17	taken	take	VERB
iassist-864	48	18	around	around	ADP
iassist-864	48	19	a	a	DET
iassist-864	48	20	working	work	VERB
iassist-864	48	21	day	day	NOUN
iassist-864	48	22	,	,	PUNCT
iassist-864	48	23	is	be	AUX
iassist-864	48	24	reduced	reduce	VERB
iassist-864	48	25	to	to	ADP
iassist-864	48	26	a	a	DET
iassist-864	48	27	matter	matter	NOUN
iassist-864	48	28	of	of	ADP
iassist-864	48	29	minutes	minute	NOUN
iassist-864	48	30	.	.	PUNCT
iassist-864	49	1	the	the	DET
iassist-864	49	2	project	project	NOUN
iassist-864	49	3	team	team	NOUN
iassist-864	49	4	also	also	ADV
iassist-864	49	5	developed	develop	VERB
iassist-864	49	6	a	a	DET
iassist-864	49	7	command	command	NOUN
iassist-864	49	8	line	line	NOUN
iassist-864	49	9	shell	shell	NOUN
iassist-864	49	10	script	script	NOUN
iassist-864	49	11	that	that	PRON
iassist-864	49	12	runs	run	VERB
iassist-864	49	13	the	the	DET
iassist-864	49	14	essential	essential	ADJ
iassist-864	49	15	steps	step	NOUN
iassist-864	49	16	of	of	ADP
iassist-864	49	17	data	datum	NOUN
iassist-864	49	18	retrieval	retrieval	NOUN
iassist-864	49	19	,	,	PUNCT
iassist-864	49	20	transfer	transfer	NOUN
iassist-864	49	21	and	and	CCONJ
iassist-864	49	22	analysis	analysis	NOUN
iassist-864	49	23	.	.	PUNCT
iassist-864	50	1	the	the	DET
iassist-864	50	2	scripts	script	NOUN
iassist-864	50	3	enable	enable	VERB
iassist-864	50	4	the	the	DET
iassist-864	50	5	query	query	NOUN
iassist-864	50	6	to	to	PART
iassist-864	50	7	be	be	AUX
iassist-864	50	8	scheduled	schedule	VERB
iassist-864	50	9	to	to	PART
iassist-864	50	10	rerun	rerun	VERB
iassist-864	50	11	automatically	automatically	ADV
iassist-864	50	12	(	(	PUNCT
iassist-864	50	13	whenever	whenever	SCONJ
iassist-864	50	14	the	the	DET
iassist-864	50	15	datasets	dataset	NOUN
iassist-864	50	16	are	be	AUX
iassist-864	50	17	updated	update	VERB
iassist-864	50	18	,	,	PUNCT
iassist-864	50	19	for	for	ADP
iassist-864	50	20	example	example	NOUN
iassist-864	50	21	)	)	PUNCT
iassist-864	50	22	.	.	PUNCT
iassist-864	51	1	the	the	DET
iassist-864	51	2	shell	shell	NOUN
iassist-864	51	3	scripts	script	NOUN
iassist-864	51	4	also	also	ADV
iassist-864	51	5	demonstrate	demonstrate	VERB
iassist-864	51	6	that	that	SCONJ
iassist-864	51	7	the	the	DET
iassist-864	51	8	principles	principle	NOUN
iassist-864	51	9	of	of	ADP
iassist-864	51	10	the	the	DET
iassist-864	51	11	project	project	NOUN
iassist-864	51	12	can	can	AUX
iassist-864	51	13	be	be	AUX
iassist-864	51	14	reapplied	reapplie	VERB
iassist-864	51	15	to	to	ADP
iassist-864	51	16	other	other	ADJ
iassist-864	51	17	applications	application	NOUN
iassist-864	51	18	without	without	ADP
iassist-864	51	19	the	the	DET
iassist-864	51	20	need	need	NOUN
iassist-864	51	21	to	to	PART
iassist-864	51	22	develop	develop	VERB
iassist-864	51	23	a	a	DET
iassist-864	51	24	specialised	specialised	ADJ
iassist-864	51	25	graphical	graphical	ADJ
iassist-864	51	26	interface	interface	NOUN
iassist-864	51	27	.	.	PUNCT
iassist-864	52	1	future	future	ADJ
iassist-864	52	2	research	research	NOUN
iassist-864	52	3	applications	application	NOUN
iassist-864	52	4	by	by	ADP
iassist-864	52	5	substantially	substantially	ADV
iassist-864	52	6	decreasing	decrease	VERB
iassist-864	52	7	the	the	DET
iassist-864	52	8	time	time	NOUN
iassist-864	52	9	required	require	VERB
iassist-864	52	10	to	to	PART
iassist-864	52	11	locate	locate	VERB
iassist-864	52	12	,	,	PUNCT
iassist-864	52	13	transfer	transfer	VERB
iassist-864	52	14	data	datum	NOUN
iassist-864	52	15	and	and	CCONJ
iassist-864	52	16	perform	perform	VERB
iassist-864	52	17	a	a	DET
iassist-864	52	18	complex	complex	ADJ
iassist-864	52	19	analysis	analysis	NOUN
iassist-864	52	20	,	,	PUNCT
iassist-864	52	21	samd	samd	NOUN
iassist-864	52	22	showed	show	VERB
iassist-864	52	23	how	how	SCONJ
iassist-864	52	24	a	a	DET
iassist-864	52	25	grid	grid	NOUN
iassist-864	52	26	approach	approach	NOUN
iassist-864	52	27	could	could	AUX
iassist-864	52	28	allow	allow	VERB
iassist-864	52	29	the	the	DET
iassist-864	52	30	social	social	ADJ
iassist-864	52	31	scientist	scientist	NOUN
iassist-864	52	32	to	to	PART
iassist-864	52	33	significantly	significantly	ADV
iassist-864	52	34	scale	scale	VERB
iassist-864	52	35	up	up	ADP
iassist-864	52	36	their	their	PRON
iassist-864	52	37	research	research	NOUN
iassist-864	52	38	.	.	PUNCT
iassist-864	53	1	the	the	DET
iassist-864	53	2	demonstration	demonstration	NOUN
iassist-864	53	3	problem	problem	NOUN
iassist-864	53	4	used	use	VERB
iassist-864	53	5	in	in	ADP
iassist-864	53	6	the	the	DET
iassist-864	53	7	samd	samd	ADJ
iassist-864	53	8	project	project	NOUN
iassist-864	53	9	will	will	AUX
iassist-864	53	10	now	now	ADV
iassist-864	53	11	be	be	AUX
iassist-864	53	12	extended	extend	VERB
iassist-864	53	13	to	to	PART
iassist-864	53	14	include	include	VERB
iassist-864	53	15	the	the	DET
iassist-864	53	16	effects	effect	NOUN
iassist-864	53	17	of	of	ADP
iassist-864	53	18	international	international	ADJ
iassist-864	53	19	influences	influence	NOUN
iassist-864	53	20	(	(	PUNCT
iassist-864	53	21	such	such	ADJ
iassist-864	53	22	as	as	ADP
iassist-864	53	23	us	we	PRON
iassist-864	53	24	monetary	monetary	ADJ
iassist-864	53	25	policy	policy	NOUN
iassist-864	53	26	decisions	decision	NOUN
iassist-864	53	27	)	)	PUNCT
iassist-864	53	28	on	on	ADP
iassist-864	53	29	business	business	NOUN
iassist-864	53	30	cycles	cycle	NOUN
iassist-864	53	31	in	in	ADP
iassist-864	53	32	germany	germany	PROPN
iassist-864	53	33	,	,	PUNCT
iassist-864	53	34	france	france	PROPN
iassist-864	53	35	italy	italy	PROPN
iassist-864	53	36	and	and	CCONJ
iassist-864	53	37	the	the	DET
iassist-864	53	38	uk	uk	PROPN
iassist-864	53	39	.	.	PUNCT
iassist-864	54	1	in	in	ADP
iassist-864	54	2	addition	addition	NOUN
iassist-864	54	3	to	to	ADP
iassist-864	54	4	the	the	DET
iassist-864	54	5	national	national	ADJ
iassist-864	54	6	statistics	statistics	PROPN
iassist-864	54	7	time	time	PROPN
iassist-864	54	8	series	series	PROPN
iassist-864	54	9	data	data	PROPN
iassist-864	54	10	,	,	PUNCT
iassist-864	54	11	this	this	DET
iassist-864	54	12	new	new	ADJ
iassist-864	54	13	model	model	NOUN
iassist-864	54	14	will	will	AUX
iassist-864	54	15	incorporate	incorporate	VERB
iassist-864	54	16	data	datum	NOUN
iassist-864	54	17	from	from	ADP
iassist-864	54	18	the	the	DET
iassist-864	54	19	oecdʼs	oecdʼs	NOUN
iassist-864	54	20	main	main	ADJ
iassist-864	54	21	economic	economic	ADJ
iassist-864	54	22	indicators	indicator	NOUN
iassist-864	54	23	and	and	CCONJ
iassist-864	54	24	the	the	DET
iassist-864	54	25	imfʼs	imfʼ	NOUN
iassist-864	54	26	international	international	ADJ
iassist-864	54	27	financial	financial	ADJ
iassist-864	54	28	statistics	statistic	NOUN
iassist-864	54	29	.	.	PUNCT
iassist-864	55	1	the	the	DET
iassist-864	55	2	use	use	NOUN
iassist-864	55	3	of	of	ADP
iassist-864	55	4	grid	grid	NOUN
iassist-864	55	5	technologies	technology	NOUN
iassist-864	55	6	allows	allow	VERB
iassist-864	55	7	the	the	DET
iassist-864	55	8	models	model	NOUN
iassist-864	55	9	to	to	PART
iassist-864	55	10	be	be	AUX
iassist-864	55	11	rerun	rerun	VERB
iassist-864	55	12	automatically	automatically	ADV
iassist-864	55	13	whenever	whenever	SCONJ
iassist-864	55	14	the	the	DET
iassist-864	55	15	databases	database	NOUN
iassist-864	55	16	are	be	AUX
iassist-864	55	17	updated	update	VERB
iassist-864	55	18	.	.	PUNCT
iassist-864	56	1	a	a	DET
iassist-864	56	2	grid	grid	NOUN
iassist-864	56	3	strategy	strategy	NOUN
iassist-864	56	4	also	also	ADV
iassist-864	56	5	enables	enable	VERB
iassist-864	56	6	users	user	NOUN
iassist-864	56	7	to	to	PART
iassist-864	56	8	include	include	VERB
iassist-864	56	9	a	a	DET
iassist-864	56	10	much	much	ADV
iassist-864	56	11	larger	large	ADJ
iassist-864	56	12	number	number	NOUN
iassist-864	56	13	of	of	ADP
iassist-864	56	14	data	datum	NOUN
iassist-864	56	15	points	point	NOUN
iassist-864	56	16	in	in	ADP
iassist-864	56	17	a	a	DET
iassist-864	56	18	computationally	computationally	ADV
iassist-864	56	19	intensive	intensive	ADJ
iassist-864	56	20	analysis	analysis	NOUN
iassist-864	56	21	.	.	PUNCT
iassist-864	57	1	for	for	ADP
iassist-864	57	2	instance	instance	NOUN
iassist-864	57	3	,	,	PUNCT
iassist-864	57	4	a	a	DET
iassist-864	57	5	current	current	ADJ
iassist-864	57	6	cluster	cluster	NOUN
iassist-864	57	7	analysis	analysis	NOUN
iassist-864	57	8	of	of	ADP
iassist-864	57	9	the	the	DET
iassist-864	57	10	samples	sample	NOUN
iassist-864	57	11	of	of	ADP
iassist-864	57	12	anonymised	anonymise	VERB
iassist-864	57	13	records	record	NOUN
iassist-864	57	14	(	(	PUNCT
iassist-864	57	15	a	a	DET
iassist-864	57	16	dataset	dataset	NOUN
iassist-864	57	17	derived	derive	VERB
iassist-864	57	18	from	from	ADP
iassist-864	57	19	the	the	DET
iassist-864	57	20	1991	1991	NUM
iassist-864	57	21	and	and	CCONJ
iassist-864	57	22	2001	2001	NUM
iassist-864	57	23	uk	uk	PROPN
iassist-864	57	24	census	census	PROPN
iassist-864	57	25	)	)	PUNCT
iassist-864	57	26	uses	use	VERB
iassist-864	57	27	just	just	ADV
iassist-864	57	28	1	1	NUM
iassist-864	57	29	%	%	NOUN
iassist-864	57	30	of	of	ADP
iassist-864	57	31	the	the	DET
iassist-864	57	32	available	available	ADJ
iassist-864	57	33	data	datum	NOUN
iassist-864	57	34	.	.	PUNCT
iassist-864	58	1	using	use	VERB
iassist-864	58	2	a	a	DET
iassist-864	58	3	grid	grid	NOUN
iassist-864	58	4	approach	approach	NOUN
iassist-864	58	5	allows	allow	VERB
iassist-864	58	6	the	the	DET
iassist-864	58	7	entire	entire	ADJ
iassist-864	58	8	dataset	dataset	NOUN
iassist-864	58	9	to	to	PART
iassist-864	58	10	be	be	AUX
iassist-864	58	11	used	use	VERB
iassist-864	58	12	.	.	PUNCT
iassist-864	59	1	more	more	ADV
iassist-864	59	2	generally	generally	ADV
iassist-864	59	3	,	,	PUNCT
iassist-864	59	4	using	use	VERB
iassist-864	59	5	the	the	DET
iassist-864	59	6	grid	grid	NOUN
iassist-864	59	7	permits	permit	VERB
iassist-864	59	8	researchers	researcher	NOUN
iassist-864	59	9	to	to	PART
iassist-864	59	10	attempt	attempt	VERB
iassist-864	59	11	more	more	ADV
iassist-864	59	12	computationally	computationally	ADV
iassist-864	59	13	intensive	intensive	ADJ
iassist-864	59	14	analyses	analysis	NOUN
iassist-864	59	15	(	(	PUNCT
iassist-864	59	16	including	include	VERB
iassist-864	59	17	non	non	ADJ
iassist-864	59	18	-	-	ADJ
iassist-864	59	19	statistical	statistical	ADJ
iassist-864	59	20	modelling	modelling	NOUN
iassist-864	59	21	methods	method	NOUN
iassist-864	59	22	)	)	PUNCT
iassist-864	59	23	,	,	PUNCT
iassist-864	59	24	or	or	CCONJ
iassist-864	59	25	drop	drop	VERB
iassist-864	59	26	assumptions	assumption	NOUN
iassist-864	59	27	to	to	PART
iassist-864	59	28	create	create	VERB
iassist-864	59	29	a	a	DET
iassist-864	59	30	model	model	NOUN
iassist-864	59	31	that	that	PRON
iassist-864	59	32	more	more	ADV
iassist-864	59	33	closely	closely	ADV
iassist-864	59	34	reflects	reflect	VERB
iassist-864	59	35	the	the	DET
iassist-864	59	36	complexities	complexity	NOUN
iassist-864	59	37	of	of	ADP
iassist-864	59	38	the	the	DET
iassist-864	59	39	real	real	ADJ
iassist-864	59	40	world	world	NOUN
iassist-864	59	41	.	.	PUNCT
iassist-864	60	1	the	the	DET
iassist-864	60	2	samd	samd	ADJ
iassist-864	60	3	architecture	architecture	NOUN
iassist-864	60	4	also	also	ADV
iassist-864	60	5	encourages	encourage	VERB
iassist-864	60	6	the	the	DET
iassist-864	60	7	cross	cross	NOUN
iassist-864	60	8	–	–	PUNCT
iassist-864	60	9	analysis	analysis	NOUN
iassist-864	60	10	of	of	ADP
iassist-864	60	11	multiple	multiple	ADJ
iassist-864	60	12	datasets	dataset	NOUN
iassist-864	60	13	,	,	PUNCT
iassist-864	60	14	an	an	DET
iassist-864	60	15	issue	issue	NOUN
iassist-864	60	16	of	of	ADP
iassist-864	60	17	increasing	increase	VERB
iassist-864	60	18	importance	importance	NOUN
iassist-864	60	19	as	as	SCONJ
iassist-864	60	20	researchers	researcher	NOUN
iassist-864	60	21	develop	develop	VERB
iassist-864	60	22	more	more	ADV
iassist-864	60	23	complex	complex	ADJ
iassist-864	60	24	multi	multi	ADJ
iassist-864	60	25	-	-	ADJ
iassist-864	60	26	level	level	ADJ
iassist-864	60	27	models	model	NOUN
iassist-864	60	28	,	,	PUNCT
iassist-864	60	29	or	or	CCONJ
iassist-864	60	30	investigate	investigate	VERB
iassist-864	60	31	the	the	DET
iassist-864	60	32	interdependencies	interdependency	NOUN
iassist-864	60	33	between	between	ADP
iassist-864	60	34	economies	economy	NOUN
iassist-864	60	35	,	,	PUNCT
iassist-864	60	36	societies	society	NOUN
iassist-864	60	37	and	and	CCONJ
iassist-864	60	38	the	the	DET
iassist-864	60	39	environment	environment	NOUN
iassist-864	60	40	.	.	PUNCT
iassist-864	61	1	although	although	SCONJ
iassist-864	61	2	samd	samd	NOUN
iassist-864	61	3	was	be	AUX
iassist-864	61	4	built	build	VERB
iassist-864	61	5	around	around	ADP
iassist-864	61	6	a	a	DET
iassist-864	61	7	single	single	ADJ
iassist-864	61	8	databank	databank	NOUN
iassist-864	61	9	and	and	CCONJ
iassist-864	61	10	computing	computing	NOUN
iassist-864	61	11	facility	facility	NOUN
iassist-864	61	12	,	,	PUNCT
iassist-864	61	13	the	the	DET
iassist-864	61	14	architecture	architecture	NOUN
iassist-864	61	15	can	can	AUX
iassist-864	61	16	be	be	AUX
iassist-864	61	17	simply	simply	ADV
iassist-864	61	18	extended	extend	VERB
iassist-864	61	19	to	to	PART
iassist-864	61	20	include	include	VERB
iassist-864	61	21	multiple	multiple	ADJ
iassist-864	61	22	databanks	databank	NOUN
iassist-864	61	23	and	and	CCONJ
iassist-864	61	24	computing	compute	VERB
iassist-864	61	25	resources	resource	NOUN
iassist-864	61	26	.	.	PUNCT
iassist-864	62	1	a	a	DET
iassist-864	62	2	single	single	ADJ
iassist-864	62	3	sign	sign	VERB
iassist-864	62	4	-	-	PUNCT
iassist-864	62	5	on	on	ADP
iassist-864	62	6	procedure	procedure	NOUN
iassist-864	62	7	gives	give	VERB
iassist-864	62	8	the	the	DET
iassist-864	62	9	user	user	NOUN
iassist-864	62	10	access	access	NOUN
iassist-864	62	11	to	to	ADP
iassist-864	62	12	any	any	DET
iassist-864	62	13	resource	resource	NOUN
iassist-864	62	14	to	to	PART
iassist-864	62	15	which	which	PRON
iassist-864	62	16	they	they	PRON
iassist-864	62	17	have	have	VERB
iassist-864	62	18	an	an	DET
iassist-864	62	19	entitlement	entitlement	NOUN
iassist-864	62	20	wherever	wherever	SCONJ
iassist-864	62	21	it	it	PRON
iassist-864	62	22	is	be	AUX
iassist-864	62	23	physically	physically	ADV
iassist-864	62	24	located	locate	VERB
iassist-864	62	25	.	.	PUNCT
iassist-864	63	1	as	as	ADP
iassist-864	63	2	a	a	DET
iassist-864	63	3	result	result	NOUN
iassist-864	63	4	,	,	PUNCT
iassist-864	63	5	databanks	databank	NOUN
iassist-864	63	6	hosted	host	VERB
iassist-864	63	7	by	by	ADP
iassist-864	63	8	a	a	DET
iassist-864	63	9	range	range	NOUN
iassist-864	63	10	of	of	ADP
iassist-864	63	11	data	datum	NOUN
iassist-864	63	12	providers	provider	NOUN
iassist-864	63	13	can	can	AUX
iassist-864	63	14	be	be	AUX
iassist-864	63	15	accessed	access	VERB
iassist-864	63	16	and	and	CCONJ
iassist-864	63	17	searched	search	VERB
iassist-864	63	18	seamlessly	seamlessly	ADV
iassist-864	63	19	as	as	ADP
iassist-864	63	20	an	an	DET
iassist-864	63	21	apparently	apparently	ADV
iassist-864	63	22	single	single	ADJ
iassist-864	63	23	resource	resource	NOUN
iassist-864	63	24	.	.	PUNCT
iassist-864	64	1	project	project	NOUN
iassist-864	64	2	outcomes	outcome	NOUN
iassist-864	64	3	samd	samd	NOUN
iassist-864	64	4	was	be	AUX
iassist-864	64	5	based	base	VERB
iassist-864	64	6	on	on	ADP
iassist-864	64	7	a	a	DET
iassist-864	64	8	particular	particular	ADJ
iassist-864	64	9	substantive	substantive	ADJ
iassist-864	64	10	problem	problem	NOUN
iassist-864	64	11	,	,	PUNCT
iassist-864	64	12	but	but	CCONJ
iassist-864	64	13	its	its	PRON
iassist-864	64	14	approach	approach	NOUN
iassist-864	64	15	and	and	CCONJ
iassist-864	64	16	methods	method	NOUN
iassist-864	64	17	can	can	AUX
iassist-864	64	18	be	be	AUX
iassist-864	64	19	generalised	generalise	VERB
iassist-864	64	20	to	to	ADP
iassist-864	64	21	virtually	virtually	ADV
iassist-864	64	22	any	any	DET
iassist-864	64	23	kind	kind	NOUN
iassist-864	64	24	of	of	ADP
iassist-864	64	25	social	social	ADJ
iassist-864	64	26	science	science	NOUN
iassist-864	64	27	research	research	NOUN
iassist-864	64	28	involving	involve	VERB
iassist-864	64	29	data	datum	NOUN
iassist-864	64	30	retrieval	retrieval	NOUN
iassist-864	64	31	and	and	CCONJ
iassist-864	64	32	analysis	analysis	NOUN
iassist-864	64	33	.	.	PUNCT
iassist-864	65	1	one	one	NUM
iassist-864	65	2	aim	aim	NOUN
iassist-864	65	3	of	of	ADP
iassist-864	65	4	the	the	DET
iassist-864	65	5	project	project	NOUN
iassist-864	65	6	was	be	AUX
iassist-864	65	7	to	to	PART
iassist-864	65	8	reduce	reduce	VERB
iassist-864	65	9	the	the	DET
iassist-864	65	10	technical	technical	ADJ
iassist-864	65	11	barriers	barrier	NOUN
iassist-864	65	12	that	that	PRON
iassist-864	65	13	have	have	AUX
iassist-864	65	14	slowed	slow	VERB
iassist-864	65	15	the	the	DET
iassist-864	65	16	diffusion	diffusion	NOUN
iassist-864	65	17	of	of	ADP
iassist-864	65	18	grid	grid	NOUN
iassist-864	65	19	technologies	technology	NOUN
iassist-864	65	20	into	into	ADP
iassist-864	65	21	social	social	ADJ
iassist-864	65	22	science	science	NOUN
iassist-864	65	23	applications	application	NOUN
iassist-864	65	24	.	.	PUNCT
iassist-864	66	1	this	this	PRON
iassist-864	66	2	was	be	AUX
iassist-864	66	3	achieved	achieve	VERB
iassist-864	66	4	by	by	ADP
iassist-864	66	5	developing	develop	VERB
iassist-864	66	6	features	feature	NOUN
iassist-864	66	7	such	such	ADJ
iassist-864	66	8	as	as	ADP
iassist-864	66	9	the	the	DET
iassist-864	66	10	desktop	desktop	NOUN
iassist-864	66	11	graphical	graphical	ADJ
iassist-864	66	12	user	user	NOUN
iassist-864	66	13	interface	interface	NOUN
iassist-864	66	14	and	and	CCONJ
iassist-864	66	15	transparent	transparent	ADJ
iassist-864	66	16	access	access	NOUN
iassist-864	66	17	system	system	NOUN
iassist-864	66	18	.	.	PUNCT
iassist-864	67	1	these	these	DET
iassist-864	67	2	generic	generic	ADJ
iassist-864	67	3	elements	element	NOUN
iassist-864	67	4	can	can	AUX
iassist-864	67	5	be	be	AUX
iassist-864	67	6	modified	modify	VERB
iassist-864	67	7	and	and	CCONJ
iassist-864	67	8	redeployed	redeploy	VERB
iassist-864	67	9	in	in	ADP
iassist-864	67	10	future	future	ADJ
iassist-864	67	11	social	social	ADJ
iassist-864	67	12	science	science	NOUN
iassist-864	67	13	grid	grid	NOUN
iassist-864	67	14	applications	application	NOUN
iassist-864	67	15	the	the	DET
iassist-864	67	16	samd	samd	NOUN
iassist-864	67	17	web	web	NOUN
iassist-864	67	18	site	site	NOUN
iassist-864	67	19	(	(	PUNCT
iassist-864	67	20	http://www.sve.man.ac.uk/research/	http://www.sve.man.ac.uk/research/	ADP
iassist-864	67	21	atoz	atoz	NOUN
iassist-864	67	22	/	/	SYM
iassist-864	67	23	samd	samd	NOUN
iassist-864	67	24	)	)	PUNCT
iassist-864	67	25	contains	contain	VERB
iassist-864	67	26	an	an	DET
iassist-864	67	27	overview	overview	NOUN
iassist-864	67	28	of	of	ADP
iassist-864	67	29	the	the	DET
iassist-864	67	30	project	project	NOUN
iassist-864	67	31	and	and	CCONJ
iassist-864	67	32	a	a	DET
iassist-864	67	33	page	page	NOUN
iassist-864	67	34	from	from	ADP
iassist-864	67	35	which	which	PRON
iassist-864	67	36	various	various	ADJ
iassist-864	67	37	resources	resource	NOUN
iassist-864	67	38	developed	develop	VERB
iassist-864	67	39	in	in	ADP
iassist-864	67	40	the	the	DET
iassist-864	67	41	project	project	NOUN
iassist-864	67	42	can	can	AUX
iassist-864	67	43	be	be	AUX
iassist-864	67	44	downloaded	download	VERB
iassist-864	67	45	.	.	PUNCT
iassist-864	68	1	these	these	DET
iassist-864	68	2	resources	resource	NOUN
iassist-864	68	3	include	include	VERB
iassist-864	68	4	the	the	DET
iassist-864	68	5	patches	patch	NOUN
iassist-864	68	6	to	to	ADP
iassist-864	68	7	mod_ssl	mod_ssl	ADJ
iassist-864	68	8	,	,	PUNCT
iassist-864	68	9	shell	shell	ADJ
iassist-864	68	10	scripts	script	NOUN
iassist-864	68	11	,	,	PUNCT
iassist-864	68	12	presentations	presentation	NOUN
iassist-864	68	13	and	and	CCONJ
iassist-864	68	14	handouts	handout	NOUN
iassist-864	68	15	.	.	PUNCT
iassist-864	69	1	samd	samd	NOUN
iassist-864	69	2	was	be	AUX
iassist-864	69	3	the	the	DET
iassist-864	69	4	first	first	ADJ
iassist-864	69	5	of	of	ADP
iassist-864	69	6	the	the	DET
iassist-864	69	7	esrc	esrc	PROPN
iassist-864	69	8	e	e	NOUN
iassist-864	69	9	-	-	ADJ
iassist-864	69	10	social	social	ADJ
iassist-864	69	11	science	science	NOUN
iassist-864	69	12	pilot	pilot	NOUN
iassist-864	69	13	projects	project	NOUN
iassist-864	69	14	to	to	PART
iassist-864	69	15	be	be	AUX
iassist-864	69	16	successfully	successfully	ADV
iassist-864	69	17	completed	complete	VERB
iassist-864	69	18	.	.	PUNCT
iassist-864	70	1	as	as	ADP
iassist-864	70	2	such	such	ADJ
iassist-864	70	3	,	,	PUNCT
iassist-864	70	4	it	it	PRON
iassist-864	70	5	provides	provide	VERB
iassist-864	70	6	a	a	DET
iassist-864	70	7	concrete	concrete	ADJ
iassist-864	70	8	example	example	NOUN
iassist-864	70	9	of	of	ADP
iassist-864	70	10	the	the	DET
iassist-864	70	11	benefits	benefit	NOUN
iassist-864	70	12	e	e	NOUN
iassist-864	70	13	-	-	NOUN
iassist-864	70	14	science	science	NOUN
iassist-864	70	15	could	could	AUX
iassist-864	70	16	offer	offer	VERB
iassist-864	70	17	in	in	ADP
iassist-864	70	18	a	a	DET
iassist-864	70	19	social	social	ADJ
iassist-864	70	20	science	science	NOUN
iassist-864	70	21	context	context	NOUN
iassist-864	70	22	.	.	PUNCT
iassist-864	71	1	consequent	consequent	ADJ
iassist-864	71	2	to	to	ADP
iassist-864	71	3	the	the	DET
iassist-864	71	4	project	project	NOUN
iassist-864	71	5	completion	completion	NOUN
iassist-864	71	6	in	in	ADP
iassist-864	71	7	2002	2002	NUM
iassist-864	71	8	,	,	PUNCT
iassist-864	71	9	the	the	DET
iassist-864	71	10	esrc	esrc	PROPN
iassist-864	71	11	developed	develop	VERB
iassist-864	71	12	a	a	DET
iassist-864	71	13	broader	broad	ADJ
iassist-864	71	14	e	e	ADJ
iassist-864	71	15	-	-	ADJ
iassist-864	71	16	social	social	ADJ
iassist-864	71	17	science	science	NOUN
iassist-864	71	18	strategy	strategy	NOUN
iassist-864	71	19	with	with	ADP
iassist-864	71	20	the	the	DET
iassist-864	71	21	establishment	establishment	NOUN
iassist-864	71	22	of	of	ADP
iassist-864	71	23	a	a	DET
iassist-864	71	24	national	national	ADJ
iassist-864	71	25	centre	centre	NOUN
iassist-864	71	26	for	for	ADP
iassist-864	71	27	e	e	NOUN
iassist-864	71	28	-	-	ADJ
iassist-864	71	29	social	social	ADJ
iassist-864	71	30	science	science	NOUN
iassist-864	71	31	at	at	ADP
iassist-864	71	32	manchester	manchester	PROPN
iassist-864	71	33	.	.	PUNCT
iassist-864	72	1	this	this	DET
iassist-864	72	2	£	£	SYM
iassist-864	72	3	7.5	7.5	NUM
iassist-864	72	4	million	million	NUM
iassist-864	72	5	programme	programme	NOUN
iassist-864	72	6	will	will	AUX
iassist-864	72	7	stimulate	stimulate	VERB
iassist-864	72	8	the	the	DET
iassist-864	72	9	acceptance	acceptance	NOUN
iassist-864	72	10	of	of	ADP
iassist-864	72	11	grid	grid	NOUN
iassist-864	72	12	technologies	technology	NOUN
iassist-864	72	13	in	in	ADP
iassist-864	72	14	social	social	ADJ
iassist-864	72	15	science	science	NOUN
iassist-864	72	16	applications	application	NOUN
iassist-864	72	17	.	.	PUNCT
iassist-864	73	1	the	the	DET
iassist-864	73	2	five	five	NUM
iassist-864	73	3	elements	element	NOUN
iassist-864	73	4	of	of	ADP
iassist-864	73	5	the	the	DET
iassist-864	73	6	esrc	esrc	PROPN
iassist-864	73	7	programme	programme	NOUN
iassist-864	73	8	are	be	AUX
iassist-864	73	9	presented	present	VERB
iassist-864	73	10	in	in	ADP
iassist-864	73	11	appendix	appendix	ADJ
iassist-864	73	12	1	1	NUM
iassist-864	73	13	appendix	appendix	NOUN
iassist-864	73	14	1	1	NUM
iassist-864	73	15	the	the	DET
iassist-864	73	16	esrc	esrc	X
iassist-864	73	17	e	e	NOUN
iassist-864	73	18	-	-	ADJ
iassist-864	73	19	social	social	ADJ
iassist-864	73	20	science	science	NOUN
iassist-864	73	21	strategy	strategy	NOUN
iassist-864	73	22	as	as	ADP
iassist-864	73	23	part	part	NOUN
iassist-864	73	24	of	of	ADP
iassist-864	73	25	the	the	DET
iassist-864	73	26	broad	broad	PROPN
iassist-864	73	27	cross	cross	PROPN
iassist-864	73	28	council	council	PROPN
iassist-864	73	29	e	e	PROPN
iassist-864	73	30	-	-	PROPN
iassist-864	73	31	science	science	NOUN
iassist-864	73	32	programme	programme	NOUN
iassist-864	73	33	,	,	PUNCT
iassist-864	73	34	esrc	esrc	PROPN
iassist-864	73	35	has	have	AUX
iassist-864	73	36	been	be	AUX
iassist-864	73	37	developing	develop	VERB
iassist-864	73	38	an	an	DET
iassist-864	73	39	e	e	NOUN
iassist-864	73	40	-	-	NOUN
iassist-864	73	41	science	science	ADJ
iassist-864	73	42	strategy	strategy	NOUN
iassist-864	73	43	to	to	PART
iassist-864	73	44	stimulate	stimulate	VERB
iassist-864	73	45	adoption	adoption	NOUN
iassist-864	73	46	and	and	CCONJ
iassist-864	73	47	use	use	NOUN
iassist-864	73	48	by	by	ADP
iassist-864	73	49	social	social	ADJ
iassist-864	73	50	scientists	scientist	NOUN
iassist-864	73	51	of	of	ADP
iassist-864	73	52	new	new	ADJ
iassist-864	73	53	and	and	CCONJ
iassist-864	73	54	emerging	emerge	VERB
iassist-864	73	55	grid	grid	NOUN
iassist-864	73	56	-	-	PUNCT
iassist-864	73	57	enabled	enable	VERB
iassist-864	73	58	computing	computing	NOUN
iassist-864	73	59	and	and	CCONJ
iassist-864	73	60	data	datum	NOUN
iassist-864	73	61	infrastructure	infrastructure	NOUN
iassist-864	73	62	,	,	PUNCT
iassist-864	73	63	both	both	CCONJ
iassist-864	73	64	in	in	ADP
iassist-864	73	65	quantitative	quantitative	ADJ
iassist-864	73	66	and	and	CCONJ
iassist-864	73	67	qualitative	qualitative	ADJ
iassist-864	73	68	research	research	NOUN
iassist-864	73	69	.	.	PUNCT
iassist-864	74	1	the	the	DET
iassist-864	74	2	esrc	esrc	PROPN
iassist-864	74	3	escience	escience	NOUN
iassist-864	74	4	programme	programme	NOUN
iassist-864	74	5	currently	currently	ADV
iassist-864	74	6	consists	consist	VERB
iassist-864	74	7	of	of	ADP
iassist-864	74	8	the	the	DET
iassist-864	74	9	following	follow	VERB
iassist-864	74	10	five	five	NUM
iassist-864	74	11	integrated	integrate	VERB
iassist-864	74	12	components	component	NOUN
iassist-864	74	13	:	:	PUNCT
iassist-864	74	14	1	1	X
iassist-864	74	15	)	)	PUNCT
iassist-864	74	16	the	the	DET
iassist-864	74	17	national	national	ADJ
iassist-864	74	18	centre	centre	NOUN
iassist-864	74	19	for	for	ADP
iassist-864	74	20	e	e	NOUN
iassist-864	74	21	-	-	ADJ
iassist-864	74	22	social	social	ADJ
iassist-864	74	23	science	science	NOUN
iassist-864	74	24	(	(	PUNCT
iassist-864	74	25	ncess	ncess	ADJ
iassist-864	74	26	)	)	PUNCT
iassist-864	74	27	ncess	ncess	NOUN
iassist-864	74	28	is	be	AUX
iassist-864	74	29	the	the	DET
iassist-864	74	30	key	key	ADJ
iassist-864	74	31	component	component	NOUN
iassist-864	74	32	of	of	ADP
iassist-864	74	33	the	the	DET
iassist-864	74	34	esrc	esrc	PROPN
iassist-864	74	35	e	e	PROPN
iassist-864	74	36	-	-	NOUN
iassist-864	74	37	science	science	NOUN
iassist-864	74	38	strategy	strategy	NOUN
iassist-864	74	39	.	.	PUNCT
iassist-864	75	1	the	the	DET
iassist-864	75	2	ncess	ncess	NOUN
iassist-864	75	3	will	will	AUX
iassist-864	75	4	have	have	VERB
iassist-864	75	5	a	a	DET
iassist-864	75	6	distributed	distribute	VERB
iassist-864	75	7	structure	structure	NOUN
iassist-864	75	8	,	,	PUNCT
iassist-864	75	9	consisting	consist	VERB
iassist-864	75	10	of	of	ADP
iassist-864	75	11	a	a	DET
iassist-864	75	12	co	co	ADJ
iassist-864	75	13	-	-	ADJ
iassist-864	75	14	ordinating	ordinating	ADJ
iassist-864	75	15	hub	hub	NOUN
iassist-864	75	16	based	base	VERB
iassist-864	75	17	at	at	ADP
iassist-864	75	18	the	the	DET
iassist-864	75	19	university	university	PROPN
iassist-864	75	20	of	of	ADP
iassist-864	75	21	manchester	manchester	PROPN
iassist-864	75	22	in	in	ADP
iassist-864	75	23	collaboration	collaboration	NOUN
iassist-864	75	24	with	with	ADP
iassist-864	75	25	the	the	DET
iassist-864	75	26	uk	uk	PROPN
iassist-864	75	27	data	datum	NOUN
iassist-864	75	28	archive	archive	NOUN
iassist-864	75	29	at	at	ADP
iassist-864	75	30	the	the	DET
iassist-864	75	31	university	university	PROPN
iassist-864	75	32	of	of	ADP
iassist-864	75	33	essex	essex	PROPN
iassist-864	75	34	,	,	PUNCT
iassist-864	75	35	and	and	CCONJ
iassist-864	75	36	a	a	DET
iassist-864	75	37	set	set	NOUN
iassist-864	75	38	of	of	ADP
iassist-864	75	39	research	research	NOUN
iassist-864	75	40	-	-	PUNCT
iassist-864	75	41	based	base	VERB
iassist-864	75	42	nodes	node	NOUN
iassist-864	75	43	distributed	distribute	VERB
iassist-864	75	44	across	across	ADP
iassist-864	75	45	the	the	DET
iassist-864	75	46	uk	uk	PROPN
iassist-864	75	47	.	.	PUNCT
iassist-864	76	1	there	there	PRON
iassist-864	76	2	is	be	VERB
iassist-864	76	3	an	an	DET
iassist-864	76	4	overall	overall	ADJ
iassist-864	76	5	budget	budget	NOUN
iassist-864	76	6	of	of	ADP
iassist-864	76	7	£	£	SYM
iassist-864	76	8	4.5	4.5	NUM
iassist-864	76	9	million	million	NUM
iassist-864	76	10	for	for	ADP
iassist-864	76	11	the	the	DET
iassist-864	76	12	nodes	node	NOUN
iassist-864	76	13	,	,	PUNCT
iassist-864	76	14	which	which	PRON
iassist-864	76	15	will	will	AUX
iassist-864	76	16	be	be	AUX
iassist-864	76	17	commissioned	commission	VERB
iassist-864	76	18	in	in	ADP
iassist-864	76	19	2004	2004	NUM
iassist-864	76	20	and	and	CCONJ
iassist-864	76	21	begin	begin	VERB
iassist-864	76	22	work	work	NOUN
iassist-864	76	23	in	in	ADP
iassist-864	76	24	april	april	PROPN
iassist-864	76	25	2005	2005	NUM
iassist-864	76	26	.	.	PUNCT
iassist-864	77	1	see	see	VERB
iassist-864	77	2	(	(	PUNCT
iassist-864	77	3	http://www.ncess	http://www.ncess	PROPN
iassist-864	77	4	.	.	PUNCT
iassist-864	77	5	ac.uk/	ac.uk/	PART
iassist-864	77	6	)	)	PUNCT
iassist-864	77	7	.	.	PUNCT
iassist-864	78	1	http://www.sve.man.ac.uk/research/atoz/samd	http://www.sve.man.ac.uk/research/atoz/samd	PROPN
iassist-864	78	2	http://www.sve.man.ac.uk/research/atoz/samd	http://www.sve.man.ac.uk/research/atoz/samd	PROPN
iassist-864	78	3	http://www.ncess.ac.uk/	http://www.ncess.ac.uk/	NOUN
iassist-864	78	4	http://www.ncess.ac.uk/	http://www.ncess.ac.uk/	PROPN
iassist-864	78	5	8	8	NUM
iassist-864	78	6	iassist	iassist	ADJ
iassist-864	78	7	quarterly	quarterly	ADJ
iassist-864	78	8	winter	winter	NOUN
iassist-864	78	9	2003	2003	NUM
iassist-864	78	10	2	2	NUM
iassist-864	78	11	)	)	PUNCT
iassist-864	78	12	pilot	pilot	NOUN
iassist-864	78	13	demonstrator	demonstrator	NOUN
iassist-864	78	14	projects	project	VERB
iassist-864	78	15	a	a	DET
iassist-864	78	16	programme	programme	NOUN
iassist-864	78	17	of	of	ADP
iassist-864	78	18	11	11	NUM
iassist-864	78	19	small	small	ADJ
iassist-864	78	20	-	-	PUNCT
iassist-864	78	21	scale	scale	NOUN
iassist-864	78	22	pilot	pilot	NOUN
iassist-864	78	23	projects	project	NOUN
iassist-864	78	24	began	begin	VERB
iassist-864	78	25	in	in	ADP
iassist-864	78	26	autumn	autumn	NOUN
iassist-864	78	27	2003	2003	NUM
iassist-864	78	28	.	.	PUNCT
iassist-864	79	1	these	these	DET
iassist-864	79	2	projects	project	NOUN
iassist-864	79	3	are	be	AUX
iassist-864	79	4	exploring	explore	VERB
iassist-864	79	5	the	the	DET
iassist-864	79	6	potential	potential	ADJ
iassist-864	79	7	application	application	NOUN
iassist-864	79	8	of	of	ADP
iassist-864	79	9	grid	grid	NOUN
iassist-864	79	10	technologies	technology	NOUN
iassist-864	79	11	within	within	ADP
iassist-864	79	12	the	the	DET
iassist-864	79	13	social	social	ADJ
iassist-864	79	14	sciences	science	NOUN
iassist-864	79	15	.	.	PUNCT
iassist-864	79	16	)	)	PUNCT
iassist-864	79	17	.	.	PUNCT
iassist-864	80	1	3	3	X
iassist-864	80	2	)	)	PUNCT
iassist-864	80	3	scoping	scope	VERB
iassist-864	80	4	studies	study	NOUN
iassist-864	80	5	the	the	DET
iassist-864	80	6	esrc	esrc	PROPN
iassist-864	80	7	commissioned	commission	VERB
iassist-864	80	8	four	four	NUM
iassist-864	80	9	scoping	scope	VERB
iassist-864	80	10	studies	study	NOUN
iassist-864	80	11	aimed	aim	VERB
iassist-864	80	12	at	at	ADP
iassist-864	80	13	identifying	identify	VERB
iassist-864	80	14	the	the	DET
iassist-864	80	15	key	key	ADJ
iassist-864	80	16	issues	issue	NOUN
iassist-864	80	17	that	that	PRON
iassist-864	80	18	the	the	DET
iassist-864	80	19	ncess	ncess	NOUN
iassist-864	80	20	should	should	AUX
iassist-864	80	21	address	address	VERB
iassist-864	80	22	through	through	ADP
iassist-864	80	23	its	its	PRON
iassist-864	80	24	research	research	NOUN
iassist-864	80	25	programme	programme	NOUN
iassist-864	80	26	.	.	PUNCT
iassist-864	81	1	these	these	DET
iassist-864	81	2	scoping	scope	VERB
iassist-864	81	3	studies	study	NOUN
iassist-864	81	4	are	be	AUX
iassist-864	81	5	available	available	ADJ
iassist-864	81	6	via	via	ADP
iassist-864	81	7	the	the	DET
iassist-864	81	8	esrc	esrc	PROPN
iassist-864	81	9	website	website	NOUN
iassist-864	81	10	at	at	ADP
iassist-864	81	11	http://www.esrc.ac.uk/	http://www.esrc.ac.uk/	PROPN
iassist-864	81	12	esrccontent	esrccontent	NOUN
iassist-864	81	13	/	/	SYM
iassist-864	81	14	researchfunding	researchfunde	VERB
iassist-864	81	15	/	/	SYM
iassist-864	81	16	esciencecentre.asp	esciencecentre.asp	NOUN
iassist-864	81	17	4	4	NUM
iassist-864	81	18	)	)	PUNCT
iassist-864	81	19	a	a	DET
iassist-864	81	20	training	training	NOUN
iassist-864	81	21	and	and	CCONJ
iassist-864	81	22	awareness	awareness	NOUN
iassist-864	81	23	programme	programme	NOUN
iassist-864	81	24	co	co	VERB
iassist-864	81	25	-	-	VERB
iassist-864	81	26	funded	fund	VERB
iassist-864	81	27	by	by	ADP
iassist-864	81	28	the	the	DET
iassist-864	81	29	joint	joint	ADJ
iassist-864	81	30	information	information	NOUN
iassist-864	81	31	systems	systems	PROPN
iassist-864	81	32	committee	committee	PROPN
iassist-864	81	33	(	(	PUNCT
iassist-864	81	34	jisc	jisc	PROPN
iassist-864	81	35	)	)	PUNCT
iassist-864	81	36	and	and	CCONJ
iassist-864	81	37	the	the	DET
iassist-864	81	38	esrc	esrc	PROPN
iassist-864	81	39	,	,	PUNCT
iassist-864	81	40	this	this	DET
iassist-864	81	41	programme	programme	NOUN
iassist-864	81	42	will	will	AUX
iassist-864	81	43	highlight	highlight	VERB
iassist-864	81	44	the	the	DET
iassist-864	81	45	potential	potential	NOUN
iassist-864	81	46	of	of	ADP
iassist-864	81	47	e	e	NOUN
iassist-864	81	48	-	-	NOUN
iassist-864	81	49	science	science	NOUN
iassist-864	81	50	within	within	ADP
iassist-864	81	51	the	the	DET
iassist-864	81	52	social	social	ADJ
iassist-864	81	53	science	science	NOUN
iassist-864	81	54	community	community	NOUN
iassist-864	81	55	and	and	CCONJ
iassist-864	81	56	develop	develop	VERB
iassist-864	81	57	materials	material	NOUN
iassist-864	81	58	and	and	CCONJ
iassist-864	81	59	courses	course	NOUN
iassist-864	81	60	to	to	PART
iassist-864	81	61	equip	equip	VERB
iassist-864	81	62	researchers	researcher	NOUN
iassist-864	81	63	to	to	PART
iassist-864	81	64	exploit	exploit	VERB
iassist-864	81	65	grid	grid	NOUN
iassist-864	81	66	technologies	technology	NOUN
iassist-864	81	67	.	.	PUNCT
iassist-864	82	1	see	see	VERB
iassist-864	82	2	(	(	PUNCT
iassist-864	82	3	http://www.jisc.ac.uk/index	http://www.jisc.ac.uk/index	NOUN
iassist-864	82	4	.	.	PUNCT
iassist-864	82	5	cfm?name	cfm?name	PROPN
iassist-864	83	1	=	=	SYM
iassist-864	83	2	circular_2_03	circular_2_03	VERB
iassist-864	83	3	)	)	PUNCT
iassist-864	83	4	4	4	NUM
iassist-864	83	5	)	)	PUNCT
iassist-864	84	1	establishing	establish	VERB
iassist-864	84	2	a	a	DET
iassist-864	84	3	network	network	NOUN
iassist-864	84	4	of	of	ADP
iassist-864	84	5	access	access	NOUN
iassist-864	84	6	grid	grid	NOUN
iassist-864	84	7	nodes	node	NOUN
iassist-864	84	8	for	for	ADP
iassist-864	84	9	uk	uk	PROPN
iassist-864	84	10	social	social	ADJ
iassist-864	84	11	science	science	NOUN
iassist-864	84	12	esrc	esrc	PROPN
iassist-864	84	13	is	be	AUX
iassist-864	84	14	establishing	establish	VERB
iassist-864	84	15	a	a	DET
iassist-864	84	16	network	network	NOUN
iassist-864	84	17	of	of	ADP
iassist-864	84	18	access	access	NOUN
iassist-864	84	19	grid	grid	NOUN
iassist-864	84	20	nodes	node	NOUN
iassist-864	84	21	(	(	PUNCT
iassist-864	84	22	agns	agn	NOUN
iassist-864	84	23	)	)	PUNCT
iassist-864	84	24	for	for	ADP
iassist-864	84	25	the	the	DET
iassist-864	84	26	uk	uk	PROPN
iassist-864	84	27	social	social	ADJ
iassist-864	84	28	science	science	NOUN
iassist-864	84	29	community	community	NOUN
iassist-864	84	30	.	.	PUNCT
iassist-864	85	1	this	this	DET
iassist-864	85	2	network	network	NOUN
iassist-864	85	3	will	will	AUX
iassist-864	85	4	facilitate	facilitate	VERB
iassist-864	85	5	active	active	ADJ
iassist-864	85	6	participation	participation	NOUN
iassist-864	85	7	in	in	ADP
iassist-864	85	8	remote	remote	ADJ
iassist-864	85	9	group	group	NOUN
iassist-864	85	10	-	-	PUNCT
iassist-864	85	11	to	to	ADP
iassist-864	85	12	-	-	PUNCT
iassist-864	85	13	group	group	NOUN
iassist-864	85	14	interactions	interaction	NOUN
iassist-864	85	15	for	for	ADP
iassist-864	85	16	large	large	ADJ
iassist-864	85	17	-	-	PUNCT
iassist-864	85	18	scale	scale	NOUN
iassist-864	85	19	technical	technical	ADJ
iassist-864	85	20	collaborations	collaboration	NOUN
iassist-864	85	21	,	,	PUNCT
iassist-864	85	22	e.g.	e.g.	ADV
iassist-864	85	23	,	,	PUNCT
iassist-864	85	24	distributed	distribute	VERB
iassist-864	85	25	meetings	meeting	NOUN
iassist-864	85	26	,	,	PUNCT
iassist-864	85	27	collaborative	collaborative	ADJ
iassist-864	85	28	teamwork	teamwork	NOUN
iassist-864	85	29	sessions	session	NOUN
iassist-864	85	30	,	,	PUNCT
iassist-864	85	31	seminars	seminar	NOUN
iassist-864	85	32	and	and	CCONJ
iassist-864	85	33	training	training	NOUN
iassist-864	85	34	.	.	PUNCT
iassist-864	86	1	*	*	PUNCT
iassist-864	86	2	paper	paper	NOUN
iassist-864	86	3	presented	present	VERB
iassist-864	86	4	at	at	ADP
iassist-864	86	5	the	the	DET
iassist-864	86	6	iassist	iassist	ADJ
iassist-864	86	7	conference	conference	PROPN
iassist-864	86	8	,	,	PUNCT
iassist-864	86	9	madison	madison	PROPN
iassist-864	86	10	,	,	PUNCT
iassist-864	86	11	may	may	PROPN
iassist-864	86	12	2004	2004	NUM
iassist-864	86	13	,	,	PUNCT
iassist-864	86	14	by	by	ADP
iassist-864	86	15	celia	celia	PROPN
iassist-864	86	16	russell	russell	PROPN
iassist-864	86	17	(	(	PUNCT
iassist-864	86	18	mimas	mimas	PROPN
iassist-864	86	19	,	,	PUNCT
iassist-864	86	20	manchester	manchester	PROPN
iassist-864	86	21	computing	computing	PROPN
iassist-864	86	22	,	,	PUNCT
iassist-864	86	23	university	university	PROPN
iassist-864	86	24	of	of	ADP
iassist-864	86	25	manchester	manchester	PROPN
iassist-864	86	26	,	,	PUNCT
iassist-864	86	27	kilburn	kilburn	NOUN
iassist-864	86	28	building	building	NOUN
iassist-864	86	29	,	,	PUNCT
iassist-864	86	30	oxford	oxford	PROPN
iassist-864	86	31	road	road	NOUN
iassist-864	86	32	,	,	PUNCT
iassist-864	86	33	manchester	manchester	PROPN
iassist-864	86	34	,	,	PUNCT
iassist-864	86	35	m13	m13	PROPN
iassist-864	86	36	9pl	9pl	ADJ
iassist-864	86	37	united	united	ADJ
iassist-864	86	38	kingdom	kingdom	PROPN
iassist-864	86	39	)	)	PUNCT
iassist-864	86	40	.	.	PUNCT
iassist-864	87	1	contact	contact	NOUN
iassist-864	87	2	:	:	PUNCT
iassist-864	87	3	celia.russell@man.ac.uk	celia.russell@man.ac.uk	VERB
iassist-864	87	4	(	(	PUNCT
iassist-864	87	5	web	web	NOUN
iassist-864	87	6	-	-	NOUN
iassist-864	87	7	site	site	NOUN
iassist-864	87	8	:	:	PUNCT
iassist-864	87	9	url	url	PROPN
iassist-864	87	10	:	:	PUNCT
iassist-864	87	11	http://	http://	PROPN
iassist-864	87	12	www.esds.ac.uk/international	www.esds.ac.uk/international	NOUN
iassist-864	87	13	)	)	PUNCT
iassist-864	87	14	.	.	PUNCT
iassist-864	87	15	)	)	PUNCT
iassist-864	88	1	footnotes	footnote	VERB
iassist-864	88	2	1	1	NUM
iassist-864	88	3	sensier	sensier	NOUN
iassist-864	88	4	,	,	PUNCT
iassist-864	88	5	m.	m.	NOUN
iassist-864	88	6	,	,	PUNCT
iassist-864	88	7	osborn	osborn	PROPN
iassist-864	88	8	d.r	d.r	PROPN
iassist-864	88	9	.	.	PROPN
iassist-864	88	10	and	and	CCONJ
iassist-864	88	11	öcal	öcal	ADJ
iassist-864	88	12	n.	n.	NOUN
iassist-864	88	13	(	(	PUNCT
iassist-864	88	14	2002	2002	NUM
iassist-864	88	15	)	)	PUNCT
iassist-864	88	16	ʻasymmetric	ʻasymmetric	ADJ
iassist-864	88	17	interest	interest	NOUN
iassist-864	88	18	rate	rate	NOUN
iassist-864	88	19	effects	effect	NOUN
iassist-864	88	20	for	for	ADP
iassist-864	88	21	the	the	DET
iassist-864	88	22	uk	uk	PROPN
iassist-864	88	23	real	real	ADJ
iassist-864	88	24	economyʼ	economyʼ	NOUN
iassist-864	88	25	,	,	PUNCT
iassist-864	88	26	with	with	ADP
iassist-864	88	27	centre	centre	NOUN
iassist-864	88	28	for	for	ADP
iassist-864	88	29	growth	growth	NOUN
iassist-864	88	30	and	and	CCONJ
iassist-864	88	31	business	business	NOUN
iassist-864	88	32	cycle	cycle	NOUN
iassist-864	88	33	research	research	NOUN
iassist-864	88	34	discussion	discussion	NOUN
iassist-864	88	35	paper	paper	NOUN
iassist-864	88	36	series	series	NOUN
iassist-864	88	37	,	,	PUNCT
iassist-864	88	38	university	university	PROPN
iassist-864	88	39	of	of	ADP
iassist-864	88	40	manchester	manchester	PROPN
iassist-864	88	41	,	,	PUNCT
iassist-864	88	42	no	no	INTJ
iassist-864	88	43	.	.	NOUN
iassist-864	88	44	10	10	NUM
iassist-864	88	45	.	.	X
iassist-864	89	1	forthcoming	forthcoming	ADJ
iassist-864	89	2	in	in	ADP
iassist-864	89	3	oxford	oxford	ADJ
iassist-864	89	4	bulletin	bulletin	NOUN
iassist-864	89	5	of	of	ADP
iassist-864	89	6	economics	economic	NOUN
iassist-864	89	7	and	and	CCONJ
iassist-864	89	8	statistics	statistic	NOUN
iassist-864	89	9	,	,	PUNCT
iassist-864	89	10	september	september	PROPN
iassist-864	89	11	2002	2002	NUM
iassist-864	89	12	.	.	PUNCT
iassist-864	90	1	http://www.esrc.ac.uk/esrccontent/researchfunding/esciencecentre.asp	http://www.esrc.ac.uk/esrccontent/researchfunding/esciencecentre.asp	NOUN
iassist-864	90	2	http://www.esrc.ac.uk/esrccontent/researchfunding/esciencecentre.asp	http://www.esrc.ac.uk/esrccontent/researchfunding/esciencecentre.asp	NOUN
iassist-864	90	3	http://www.ji	http://www.ji	ADP
iassist-864	90	4	http://www.ji	http://www.ji	ADP