{"id":"https://openalex.org/W2063340904","doi":"https://doi.org/10.1109/vast.2008.4677364","title":"Narratives: A visualization to track narrative events as they develop","display_name":"Narratives: A visualization to track narrative events as they develop","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W2063340904","doi":"https://doi.org/10.1109/vast.2008.4677364","mag":"2063340904"},"language":"en","primary_location":{"id":"doi:10.1109/vast.2008.4677364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2008.4677364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Symposium on Visual Analytics Science and Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010157704","display_name":"Danyel Fisher","orcid":"https://orcid.org/0000-0002-9019-5889"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Danyel Fisher","raw_affiliation_strings":["Microsoft Research Limited","Microsoft Research,USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Limited","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft Research,USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112224258","display_name":"Aaron Hoff","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]},{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Aaron Hoff","raw_affiliation_strings":["Microsoft Research Limited","Microsoft Research,USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Limited","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft Research,USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101940061","display_name":"G. Robertson","orcid":"https://orcid.org/0000-0002-7026-1383"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"George Robertson","raw_affiliation_strings":["Microsoft Research Limited","Microsoft Research,USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Limited","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft Research,USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007901564","display_name":"Matthew Hurst","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Hurst","raw_affiliation_strings":["Microsoft Live Laboratories","Microsoft Live Labs, Switzerland"],"affiliations":[{"raw_affiliation_string":"Microsoft Live Laboratories","institution_ids":[]},{"raw_affiliation_string":"Microsoft Live Labs, Switzerland","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010157704"],"corresponding_institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"],"apc_list":null,"apc_paid":null,"fwci":4.5655,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.94914812,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.8296884298324585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7666524648666382},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6990569829940796},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.642064094543457},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.641147255897522},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5860620737075806},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5772780179977417},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5652673244476318},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5070216655731201},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4495497941970825},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4330849349498749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16499441862106323},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.13366302847862244},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.11519041657447815},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08069294691085815}],"concepts":[{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.8296884298324585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7666524648666382},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6990569829940796},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.642064094543457},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.641147255897522},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5860620737075806},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5772780179977417},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5652673244476318},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5070216655731201},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4495497941970825},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4330849349498749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16499441862106323},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13366302847862244},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.11519041657447815},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08069294691085815},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vast.2008.4677364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vast.2008.4677364","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Symposium on Visual Analytics Science and Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1521478692","https://openalex.org/W1667592217","https://openalex.org/W1963822838","https://openalex.org/W2066595497","https://openalex.org/W2081798681","https://openalex.org/W2093647425","https://openalex.org/W2101445598","https://openalex.org/W2106738877","https://openalex.org/W2111263072","https://openalex.org/W2111736285","https://openalex.org/W2116216325","https://openalex.org/W2122843645","https://openalex.org/W2140501570","https://openalex.org/W2162336725","https://openalex.org/W2163487757","https://openalex.org/W3150686315","https://openalex.org/W3158908792","https://openalex.org/W4251304284","https://openalex.org/W6637574248","https://openalex.org/W6794611224"],"related_works":["https://openalex.org/W2348886128","https://openalex.org/W2388067091","https://openalex.org/W2367656648","https://openalex.org/W2068608913","https://openalex.org/W2350200549","https://openalex.org/W2362132076","https://openalex.org/W2965396777","https://openalex.org/W2389168924","https://openalex.org/W2067294484","https://openalex.org/W4280593102"],"abstract_inverted_index":{"Analyzing":[0],"unstructured":[1],"text":[2],"streams":[3],"can":[4,121],"be":[5],"challenging.":[6],"One":[7],"popular":[8],"approach":[9],"is":[10,92],"to":[11,19,45,69,82,88,94,141],"isolate":[12],"specific":[13,134],"themes":[14,51],"in":[15,36,56,101,145,150],"the":[16,21,50,96,110,128,139,146,164],"text,":[17],"and":[18,78,104,162],"visualize":[20,70],"connections":[22],"between":[23],"them.":[24],"Some":[25],"existing":[26],"systems,":[27,39],"like":[28,40],"ThemeRiver,":[29],"provide":[30],"a":[31,53,66,133,142,156],"temporal":[32,67],"view":[33],"of":[34,61,148,167],"changes":[35],"themes;":[37],"other":[38],"In-Spire,":[41],"use":[42],"clustering":[43],"techniques":[44],"help":[46,95],"an":[47],"analyst":[48],"identify":[49],"at":[52],"single":[54],"point":[55],"time.":[57,119],"Narratives":[58,91],"combines":[59],"both":[60,159],"these":[62,168],"techniques;":[63],"it":[64],"uses":[65],"axis":[68],"ways":[71],"that":[72,131],"concepts":[73,86],"have":[74,116],"changed":[75,117],"over":[76,118],"time,":[77],"introduces":[79],"several":[80],"methods":[81],"explore":[83],"how":[84,109],"those":[85],"relate":[87,122],"each":[89],"other.":[90],"designed":[93],"user":[97,157],"place":[98],"news":[99,135,143],"stories":[100],"their":[102],"historical":[103],"social":[105,151,165],"context":[106],"by":[107,126],"understanding":[108],"major":[111],"topics":[112],"associated":[113],"with":[114],"them":[115],"Users":[120],"articles":[123],"through":[124],"time":[125],"examining":[127],"topical":[129],"keywords":[130],"summarize":[132],"event.":[136],"By":[137],"tracking":[138],"attention":[140],"article":[144],"form":[147],"references":[149],"media":[152],"(such":[153],"as":[154],"weblogs),":[155],"discovers":[158],"important":[160],"events":[161],"measures":[163],"relevance":[166],"stories.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
