{"id":"https://openalex.org/W74604692","doi":"https://doi.org/10.1609/icwsm.v8i1.14548","title":"Discussion Graphs: Putting Social Media Analysis in Context","display_name":"Discussion Graphs: Putting Social Media Analysis in Context","publication_year":2014,"publication_date":"2014-05-16","ids":{"openalex":"https://openalex.org/W74604692","doi":"https://doi.org/10.1609/icwsm.v8i1.14548","mag":"74604692"},"language":"en","primary_location":{"id":"doi:10.1609/icwsm.v8i1.14548","doi":"https://doi.org/10.1609/icwsm.v8i1.14548","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v8i1.14548","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/14548/14397","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/14548/14397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079458476","display_name":"Emre K\u0131c\u0131man","orcid":"https://orcid.org/0000-0001-5429-468X","observed_orcids":["https://orcid.org/0000-0001-5429-468X"]},"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":"Emre K\u0131c\u0131man","raw_affiliation_strings":["Microsoft Research","Microsoft research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft research#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Scott Counts","orcid":null,"observed_orcids":[]},"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":"Scott Counts","raw_affiliation_strings":["Microsoft Research","Microsoft research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft research#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067778879","display_name":"Michael Gamon","orcid":null,"observed_orcids":[]},"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":"Michael Gamon","raw_affiliation_strings":["Microsoft Research","Microsoft research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft research#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102962995","display_name":"Munmun De Choudhury","orcid":"https://orcid.org/0000-0002-8939-264X","observed_orcids":["https://orcid.org/0000-0002-8939-264X"]},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Munmun De Choudhury","raw_affiliation_strings":["Georgia Tech"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Tech","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062593241","display_name":"Bo Thiesson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bo Thiesson","raw_affiliation_strings":["Aalborg University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalborg University","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.00425985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"1","first_page":"246","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.4162999987602234,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.4162999987602234,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.1454000025987625,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.12870000302791595,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"social media analytics","score":0.9480000138282776},{"id":"https://openalex.org/keywords/contextual-conditioning","display_name":"contextual conditioning","score":0.722000002861023},{"id":"https://openalex.org/keywords/confounding-factors","display_name":"confounding factors","score":0.8790000081062317},{"id":"https://openalex.org/keywords/gender","display_name":"gender","score":0.5099999904632568},{"id":"https://openalex.org/keywords/temporal-variation","display_name":"temporal variation","score":0.6209999918937683},{"id":"https://openalex.org/keywords/neighborhood-boundaries","display_name":"neighborhood boundaries","score":0.8550000190734863},{"id":"https://openalex.org/keywords/data-model","display_name":"data model","score":0.3790000081062317}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6220405697822571},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5547755360603333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4668111801147461},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4006291329860687},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30963194370269775},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2002376914024353},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09056034684181213}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1609/icwsm.v8i1.14548","doi":"https://doi.org/10.1609/icwsm.v8i1.14548","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v8i1.14548","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/14548/14397","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/14548","doi":null,"is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/ICWSM/article/view/14548","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/view/14548","source":{"id":"https://openalex.org/S4306400155","display_name":"AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801652627","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/I2801652627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media; Vol. 8 No. 1 (2014): Eighth International AAAI Conference on Weblogs and Social Media","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.684.6362","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.684.6362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.munmund.net/pubs/icwsm_14_2.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.823.5528","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.823.5528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/download/8107/8125/","raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:publications/639565e7-f353-4e77-bb36-de90892941a7","doi":null,"is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/639565e7-f353-4e77-bb36-de90892941a7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kiciman , E , Counts , S , Gamon , M , Choudhury , M D & Thiesson , B 2014 , Discussion Graphs : Putting Social Media Analysis in Context . in Proceedings of the Eighth International AAAI Conference on Weblogs and Social Media . AAAI Press , pp. 246-255 , Eight International AAAI Conference on Weblogs and Social Media , Ann Arbor, MI , United States , 02/06/2014 . < http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8107 >","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1609/icwsm.v8i1.14548","doi":"https://doi.org/10.1609/icwsm.v8i1.14548","is_oa":true,"landing_page_url":"https://doi.org/10.1609/icwsm.v8i1.14548","pdf_url":"https://ojs.aaai.org/index.php/ICWSM/article/download/14548/14397","source":{"id":"https://openalex.org/S4387284482","display_name":"Proceedings of the International AAAI Conference on Web and Social Media","issn_l":"2162-3449","issn":["2162-3449","2334-0770"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International AAAI Conference on Web and Social Media","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W74604692.pdf","grobid_xml":"https://content.openalex.org/works/W74604692.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W6274171","https://openalex.org/W29935650","https://openalex.org/W201361503","https://openalex.org/W1528597731","https://openalex.org/W1578687340","https://openalex.org/W1970464092","https://openalex.org/W1976320242","https://openalex.org/W1981265888","https://openalex.org/W2008803468","https://openalex.org/W2047871136","https://openalex.org/W2070722606","https://openalex.org/W2076219102","https://openalex.org/W2077776889","https://openalex.org/W2083381833","https://openalex.org/W2121060811","https://openalex.org/W2124499489","https://openalex.org/W2125910575","https://openalex.org/W2135298385","https://openalex.org/W2139694477","https://openalex.org/W2141161236","https://openalex.org/W2151029989","https://openalex.org/W2153803020","https://openalex.org/W2162051395","https://openalex.org/W2164061616","https://openalex.org/W2167102709","https://openalex.org/W2171468534","https://openalex.org/W6601244450","https://openalex.org/W6684102810","https://openalex.org/W7015753181"],"related_works":["https://openalex.org/W2528113987","https://openalex.org/W2926583041","https://openalex.org/W1971910941","https://openalex.org/W3186212952","https://openalex.org/W6964727736","https://openalex.org/W2140521683","https://openalex.org/W2163906910","https://openalex.org/W7015944151","https://openalex.org/W6903846586","https://openalex.org/W4304688677"],"abstract_inverted_index":{"Much":[0],"research":[1],"has":[2],"focused":[3],"on":[4,40,61,109,175,190,202],"studying":[5],"complex":[6],"phenomena":[7],"through":[8],"their":[9,187],"reflection":[10],"in":[11,30,68,83,144,160,166],"social":[12,32,57,98,124,192],"media,":[13],"from":[14,56,72,123,134],"drawing":[15],"neighborhood":[16],"boundaries":[17,188],"to":[18,53,65,105],"inferring":[19],"relationships":[20,121],"between":[21],"medicines":[22],"and":[23,43,75,95,107,148,154,171,186,204],"diseases.":[24],"While":[25],"it":[26,103],"is":[27,142,157],"generally":[28],"recognized":[29],"the":[31,49,66,76,117,129,132,145,150],"sciences":[33],"that":[34,51,101],"such":[35,62,139],"studies":[36,50,174],"should":[37],"be":[38],"conditioned":[39,201],"gender,":[41],"time":[42],"other":[44],"confounding":[45],"factors,":[46],"few":[47],"of":[48,79,80,120,131,184],"attempt":[52],"extract":[54],"information":[55],"media":[58,99,125,193],"actually":[59],"condition":[60,108],"factors":[63,71],"due":[64],"difficulty":[67],"extracting":[69],"these":[70],"naturalistic":[73],"data":[74,113,194],"added":[77],"complexity":[78],"including":[81],"them":[82],"analyses.":[84],"In":[85,178],"this":[86],"paper,":[87],"we":[88,180],"present":[89,172],"a":[90,167],"simple":[91],"framework":[92,165],"for":[93],"specifying":[94],"implementing":[96],"common":[97],"analyses":[100,183],"makes":[102],"trivial":[104],"inspect":[106],"contextual":[110],"information.":[111],"Our":[112],"model---discussion":[114],"graphs---captures":[115],"both":[116],"structural":[118],"features":[119],"inferred":[122],"as":[126,128,140],"well":[127],"context":[130],"discussions":[133,151],"which":[135],"they":[136],"are":[137,152],"derived,":[138],"who":[141],"participating":[143],"discussions,":[146],"when":[147,200],"where":[149],"occurring,":[153],"what":[155],"else":[156],"being":[158],"discussed":[159],"conjunction.":[161],"We":[162],"implement":[163],"our":[164],"tool":[168],"called":[169],"DGT,":[170],"case":[173],"its":[176],"use.":[177],"particular,":[179],"show":[181],"how":[182],"neighborhoods":[185],"based":[189],"geo-located":[191],"can":[195],"have":[196],"drastically":[197],"varying":[198],"results":[199],"gender":[203],"time.":[205]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}