{"id":"https://openalex.org/W3136032213","doi":"https://doi.org/10.1145/3448748.3448816","title":"Social Media Opinion Leader Identification Based on Sentiment Analysis","display_name":"Social Media Opinion Leader Identification Based on Sentiment Analysis","publication_year":2021,"publication_date":"2021-01-22","ids":{"openalex":"https://openalex.org/W3136032213","doi":"https://doi.org/10.1145/3448748.3448816","mag":"3136032213"},"language":"en","primary_location":{"id":"doi:10.1145/3448748.3448816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","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/A5090439093","display_name":"Yi Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]},{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Zhai","raw_affiliation_strings":["School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453835","display_name":"Zhijian Wang","orcid":"https://orcid.org/0000-0002-6794-2065"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijian Wang","raw_affiliation_strings":["School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059915573","display_name":"Haoming Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoming Zeng","raw_affiliation_strings":["School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082376167","display_name":"Zhensheng Hu","orcid":"https://orcid.org/0009-0009-7255-1518"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhensheng Hu","raw_affiliation_strings":["School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science, Guangdong University of Finance and Economics, Guangzhou, China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090439093"],"corresponding_institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"],"apc_list":null,"apc_paid":null,"fwci":0.5439,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71290383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"436","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9907000064849854,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8593407273292542},{"id":"https://openalex.org/keywords/opinion-leadership","display_name":"Opinion leadership","score":0.7427679300308228},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7424288392066956},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7217807769775391},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.6799343824386597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6235071420669556},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4059741497039795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3607524633407593},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.18786799907684326},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17785608768463135},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1613267958164215},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15638461709022522}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8593407273292542},{"id":"https://openalex.org/C139268390","wikidata":"https://www.wikidata.org/wiki/Q1850904","display_name":"Opinion leadership","level":2,"score":0.7427679300308228},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7424288392066956},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7217807769775391},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.6799343824386597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6235071420669556},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4059741497039795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3607524633407593},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.18786799907684326},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17785608768463135},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1613267958164215},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15638461709022522},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3448748.3448816","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3448748.3448816","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Bioinformatics and Intelligent Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2280597665","https://openalex.org/W2591649529","https://openalex.org/W3161710331"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2548633793","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W2941935829","https://openalex.org/W3013279174","https://openalex.org/W4317653575","https://openalex.org/W3132372214","https://openalex.org/W4224284088"],"abstract_inverted_index":{"Growing":[0],"number":[1],"of":[2,17,37,61,64,82,89,124,131],"enterprises":[3],"nowadays":[4],"are":[5],"pursuing":[6],"online":[7,106,113],"marketing":[8],"strategies,":[9],"with":[10],"their":[11],"eyes":[12],"focusing":[13],"on":[14,21,32,56,68,77,105],"the":[15,57,65,78,83,87,117,128,132,168],"effectiveness":[16],"opinion":[18,30,47,69,100,147,164,173],"leader":[19,70,101,148,165],"value-creation":[20],"social":[22,33,98],"media":[23,34,99],"platform.":[24],"Therefore,":[25],"how":[26],"to":[27,73,142,144],"accurately":[28],"identify":[29,172],"leaders":[31,48,174],"platforms":[35],"is":[36,72,158],"great":[38],"significance.":[39],"The":[40,151],"emotional":[41,90,122,156],"value":[42,88,130],"generated":[43],"by":[44],"communication":[45,91,157],"between":[46],"and":[49,135,167],"fans":[50],"will":[51],"have":[52],"a":[53,97,159],"significant":[54],"impact":[55],"potential":[58],"consumption":[59],"behavior":[60],"fans.":[62],"Most":[63],"existing":[66,79],"research":[67],"identification":[71,102],"establish":[74,121],"models":[75],"based":[76,104],"indicator":[80],"data":[81,119],"platform,":[84],"without":[85],"taking":[86],"into":[92],"account.":[93],"This":[94],"paper":[95],"proposes":[96],"model":[103,170],"comment":[107],"sentiment":[108,129],"analysis.":[109],"We":[110],"first":[111],"crawl":[112],"comments,":[114],"then":[115],"analyze":[116],"text":[118,133],"characteristics,":[120],"indicators":[123],"different":[125],"attributes,":[126],"calculate":[127],"data,":[134],"finally":[136],"use":[137],"artificial":[138],"neural":[139],"network":[140],"technology":[141],"train":[143],"form":[145],"an":[146],"recognition":[149],"model.":[150],"experimental":[152],"results":[153],"show":[154],"that":[155],"very":[160],"important":[161],"factor":[162],"in":[163],"identification,":[166],"proposed":[169],"can":[171],"more":[175],"accurately.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}