{"id":"https://openalex.org/W2054097025","doi":"https://doi.org/10.1145/2588555.2593682","title":"Tripartite graph clustering for dynamic sentiment analysis on social media","display_name":"Tripartite graph clustering for dynamic sentiment analysis on social media","publication_year":2014,"publication_date":"2014-06-18","ids":{"openalex":"https://openalex.org/W2054097025","doi":"https://doi.org/10.1145/2588555.2593682","mag":"2054097025"},"language":"en","primary_location":{"id":"doi:10.1145/2588555.2593682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2588555.2593682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1402.6010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022377869","display_name":"Linhong Zhu","orcid":"https://orcid.org/0000-0001-8350-392X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linhong Zhu","raw_affiliation_strings":["University of Southern California, Los angeles, CA, USA","[University of Southern California Los, Angeles, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"[University of Southern California Los, Angeles, CA, USA]","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101715504","display_name":"Aram Galstyan","orcid":"https://orcid.org/0000-0003-4215-0886"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aram Galstyan","raw_affiliation_strings":["University of Southern California, Los angeles, CA, USA","[University of Southern California Los, Angeles, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"[University of Southern California Los, Angeles, CA, USA]","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016082884","display_name":"James Cheng","orcid":"https://orcid.org/0000-0001-6313-6288"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"James Cheng","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049634383","display_name":"Kristina Lerman","orcid":"https://orcid.org/0000-0002-5071-0575"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristina Lerman","raw_affiliation_strings":["University of Southern California, Los angeles, CA, USA","[University of Southern California Los, Angeles, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Los angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"[University of Southern California Los, Angeles, CA, USA]","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0302,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.9802424,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1531","last_page":"1542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8347726464271545},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8163294792175293},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.742294192314148},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6864650845527649},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.678321123123169},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4979078769683838},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.482353150844574},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4420987069606781},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3643757104873657},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36202043294906616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3440137505531311},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21665388345718384},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14831116795539856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8347726464271545},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8163294792175293},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.742294192314148},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6864650845527649},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.678321123123169},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4979078769683838},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.482353150844574},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4420987069606781},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3643757104873657},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36202043294906616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3440137505531311},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21665388345718384},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14831116795539856},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2588555.2593682","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2588555.2593682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1402.6010","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.6010","pdf_url":"https://arxiv.org/pdf/1402.6010","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.700.4532","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.700.4532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isi.edu/%7Elinhong/Papers/SIGMOD14.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.762.2749","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.762.2749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1402.6010.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1402.6010","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1402.6010","pdf_url":"https://arxiv.org/pdf/1402.6010","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8720999751","display_name":null,"funder_award_id":"W911NF-12-1-0034","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W57215181","https://openalex.org/W146815106","https://openalex.org/W187383899","https://openalex.org/W1599287980","https://openalex.org/W1963486426","https://openalex.org/W1998257453","https://openalex.org/W2013988526","https://openalex.org/W2022204871","https://openalex.org/W2029237784","https://openalex.org/W2043545458","https://openalex.org/W2044400205","https://openalex.org/W2057818287","https://openalex.org/W2058240487","https://openalex.org/W2060680671","https://openalex.org/W2071085454","https://openalex.org/W2082250201","https://openalex.org/W2093492509","https://openalex.org/W2097521684","https://openalex.org/W2101409529","https://openalex.org/W2108119513","https://openalex.org/W2110096996","https://openalex.org/W2111315907","https://openalex.org/W2111604514","https://openalex.org/W2112251034","https://openalex.org/W2117848638","https://openalex.org/W2124156373","https://openalex.org/W2132692097","https://openalex.org/W2135029798","https://openalex.org/W2143570397","https://openalex.org/W2148820067","https://openalex.org/W2149414429","https://openalex.org/W2153622543","https://openalex.org/W2166706824","https://openalex.org/W2169707717","https://openalex.org/W2170414372","https://openalex.org/W2174302041","https://openalex.org/W2184386565","https://openalex.org/W2199803028","https://openalex.org/W2395178674","https://openalex.org/W2552455004","https://openalex.org/W2787893582","https://openalex.org/W2798766386","https://openalex.org/W2950887465","https://openalex.org/W2951278869","https://openalex.org/W4396738453","https://openalex.org/W6602313885","https://openalex.org/W6641939000","https://openalex.org/W6680012447"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"The":[0,112],"growing":[1],"popularity":[2],"of":[3,46,53,61,64,81,103,120,142],"social":[4],"media":[5],"(e.g.,":[6],"Twitter)":[7],"allows":[8],"users":[9,105],"to":[10,98],"easily":[11],"share":[12],"information":[13],"with":[14,108],"each":[15],"other":[16],"and":[17,41,67,84,92,106,124,133,140],"influence":[18],"others":[19],"by":[20,73],"expressing":[21],"their":[22],"own":[23],"sentiments":[24,43,83],"on":[25,146],"various":[26],"subjects.":[27],"In":[28],"this":[29],"work,":[30],"we":[31],"propose":[32],"an":[33,89,94],"unsupervised":[34],"tri-clustering":[35],"framework,":[36],"which":[37],"analyzes":[38],"both":[39,121],"user-level":[40,82,123],"tweet-level":[42,125],"through":[44],"co-clustering":[45],"a":[47],"tripartite":[48],"graph.":[49],"A":[50],"compelling":[51],"feature":[52,86],"the":[54,59,79,101,131,138,143,147],"proposed":[55,144],"framework":[56,91,114],"is":[57],"that":[58],"quality":[60,119],"sentiment":[62,126],"clustering":[63,102],"tweets,":[65,104],"users,":[66],"features":[68,107],"can":[69],"be":[70],"mutually":[71],"improved":[72],"joint":[74],"clustering.":[75],"We":[76,136],"further":[77],"investigate":[78],"evolution":[80],"latent":[85],"vectors":[87],"in":[88],"online":[90,96,113],"devise":[93],"efficient":[95],"algorithm":[97],"sequentially":[99],"update":[100],"newly":[109],"arrived":[110],"data.":[111,153],"not":[115],"only":[116],"provides":[117],"better":[118],"dynamic":[122],"analysis,":[127],"but":[128],"also":[129],"improves":[130],"computational":[132],"storage":[134],"efficiency.":[135],"verified":[137],"effectiveness":[139],"efficiency":[141],"approaches":[145],"November":[148],"2012":[149],"California":[150],"ballot":[151],"Twitter":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
