{"id":"https://openalex.org/W2027321025","doi":"https://doi.org/10.1109/thms.2013.2285047","title":"SentiView: Sentiment Analysis and Visualization for Internet Popular Topics","display_name":"SentiView: Sentiment Analysis and Visualization for Internet Popular Topics","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2027321025","doi":"https://doi.org/10.1109/thms.2013.2285047","mag":"2027321025"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2013.2285047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2013.2285047","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-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/A5063110936","display_name":"Changbo Wang","orcid":"https://orcid.org/0000-0001-8940-6418"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbo Wang","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China","Software engineering institute, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Software engineering institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101480009","display_name":"Zhao Xiao","orcid":"https://orcid.org/0000-0002-6527-0824"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Xiao","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China","Software engineering institute, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Software engineering institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664249","display_name":"Yuhua Liu","orcid":"https://orcid.org/0000-0003-0600-4056"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhua Liu","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China","Software engineering institute, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Software engineering institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075037178","display_name":"Yanru Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanru Xu","raw_affiliation_strings":["Software Engineering Institute, East China Normal University, Shanghai, China","Software engineering institute, East China Normal University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Software engineering institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101511862","display_name":"Aoying Zhou","orcid":"https://orcid.org/0000-0002-4665-7302"},"institutions":[{"id":"https://openalex.org/I4210139618","display_name":"Shanghai Key Laboratory of Trustworthy Computing","ror":"https://ror.org/030qbr085","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139618"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aoying Zhou","raw_affiliation_strings":["Shanghai Key Laboratory of Trustworthy Computing and Software Engineering Institute, East China Normal University, Shanghai, China","Shanghai Key Lab. of Trustworthy Comput. East, China Normal Univ., Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Trustworthy Computing and Software Engineering Institute, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I4210139618","https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Key Lab. of Trustworthy Comput. East, China Normal Univ., Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432217","display_name":"Kang Zhang","orcid":"https://orcid.org/0000-0001-6307-4267"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Zhang","raw_affiliation_strings":["School of Software Engineering, Tianjin University, Tianjin, China","Sch. of Software Eng., Tianjin Univ., Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Sch. of Software Eng., Tianjin Univ., Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.5505,"has_fulltext":false,"cited_by_count":93,"citation_normalized_percentile":{"value":0.97703549,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"43","issue":"6","first_page":"620","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9951000213623047,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9876999855041504,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9810000061988831,"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/computer-science","display_name":"Computer science","score":0.7452182769775391},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7383683323860168},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6297163367271423},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6110442876815796},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5785907506942749},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5399380326271057},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4804670214653015},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.471583753824234},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.4265357255935669},{"id":"https://openalex.org/keywords/cellular-automaton","display_name":"Cellular automaton","score":0.4218604564666748},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33973392844200134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28854483366012573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2203364074230194},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09470993280410767}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452182769775391},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7383683323860168},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6297163367271423},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6110442876815796},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5785907506942749},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5399380326271057},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4804670214653015},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.471583753824234},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.4265357255935669},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.4218604564666748},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33973392844200134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28854483366012573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2203364074230194},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09470993280410767},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/thms.2013.2285047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2013.2285047","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-159023","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-159023","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W46198899","https://openalex.org/W1576209423","https://openalex.org/W1677194921","https://openalex.org/W1969240017","https://openalex.org/W1974737330","https://openalex.org/W1981312490","https://openalex.org/W1982498087","https://openalex.org/W1996908850","https://openalex.org/W2001569578","https://openalex.org/W2034464123","https://openalex.org/W2052791563","https://openalex.org/W2063340904","https://openalex.org/W2066595497","https://openalex.org/W2096183185","https://openalex.org/W2106770908","https://openalex.org/W2107416618","https://openalex.org/W2109857088","https://openalex.org/W2114313114","https://openalex.org/W2117424492","https://openalex.org/W2123751690","https://openalex.org/W2133498673","https://openalex.org/W2136146549","https://openalex.org/W2141063789","https://openalex.org/W2155540629","https://openalex.org/W2156846700","https://openalex.org/W2158943277","https://openalex.org/W2164253150","https://openalex.org/W2165424585","https://openalex.org/W2169444167","https://openalex.org/W3124586314","https://openalex.org/W4205337843","https://openalex.org/W4210568942","https://openalex.org/W4245903550","https://openalex.org/W4312536273","https://openalex.org/W6679776422","https://openalex.org/W6680351112","https://openalex.org/W6847996175"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W2547096368","https://openalex.org/W2586219255"],"abstract_inverted_index":{"There":[0],"would":[1],"be":[2],"value":[3],"to":[4,25,74,126],"several":[5],"domains":[6],"in":[7,12,48,108,159],"discovering":[8],"and":[9,39,44,53,85,91,137,150,161],"visualizing":[10,162],"sentiments":[11,28,93,164],"online":[13],"posts.":[14],"This":[15],"paper":[16],"presents":[17],"SentiView,":[18],"an":[19,71],"interactive":[20],"visualization":[21],"system":[22],"that":[23,117],"aims":[24],"analyze":[26],"public":[27,61,163],"for":[29,131,141],"popular":[30,97],"topics":[31],"on":[32,60,96,120,134,165],"the":[33,55,58,80,92,128,152,155,166],"Internet.":[34],"SentiView":[35,158],"combines":[36],"uncertainty":[37],"modeling":[38],"model-driven":[40],"adjustment.":[41],"By":[42],"searching":[43],"correlating":[45],"frequent":[46],"words":[47],"text":[49],"data,":[50],"it":[51,77,123],"mines":[52],"models":[54],"changes":[56,81],"of":[57,82,89,94,101,157],"sentiment":[59],"topics.":[62,98],"In":[63],"addition,":[64],"using":[65],"a":[66,109,113],"time-varying":[67,129],"helix":[68],"together":[69],"with":[70],"attribute":[72],"astrolabe":[73],"represent":[75],"sentiments,":[76],"can":[78],"visualize":[79],"multiple":[83],"attributes":[84],"relationships":[86,100],"among":[87,103],"demographics":[88],"interest":[90,102],"participants":[95,105],"The":[99],"different":[104,142],"are":[106],"presented":[107],"relationship":[110],"map.":[111],"Using":[112],"new":[114],"evolution":[115],"model":[116],"is":[118,124],"based":[119],"cellular":[121],"automata,":[122],"able":[125],"compare":[127],"features":[130],"sentiment-driven":[132],"forums":[133],"both":[135],"simulated":[136],"real":[138],"data.":[139],"Adaptable":[140],"social":[143],"networking":[144],"platforms,":[145],"such":[146],"as":[147],"Twitter,":[148],"blog":[149],"forum,":[151],"methods":[153],"demonstrate":[154],"effectiveness":[156],"analyzing":[160],"Web.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}