{"id":"https://openalex.org/W4406113679","doi":"https://doi.org/10.1007/s10462-024-10988-9","title":"A review of Chinese sentiment analysis: subjects, methods, and trends","display_name":"A review of Chinese sentiment analysis: subjects, methods, and trends","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4406113679","doi":"https://doi.org/10.1007/s10462-024-10988-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-024-10988-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10988-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10988-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10988-9.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003218042","display_name":"Zhaoxia Wang","orcid":"https://orcid.org/0000-0001-7674-5488"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhaoxia Wang","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068938035","display_name":"Donghao Huang","orcid":"https://orcid.org/0009-0005-6767-4872"},"institutions":[{"id":"https://openalex.org/I4210126839","display_name":"Mastercard (United States)","ror":"https://ror.org/043cxr310","country_code":"US","type":"company","lineage":["https://openalex.org/I4210126839"]},{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Donghao Huang","raw_affiliation_strings":["Research and Development, Mastercard, 3 Fraser Street, Singapore, 189352, Singapore","School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore"],"affiliations":[{"raw_affiliation_string":"Research and Development, Mastercard, 3 Fraser Street, Singapore, 189352, Singapore","institution_ids":["https://openalex.org/I4210126839"]},{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029195698","display_name":"Jingfeng Cui","orcid":"https://orcid.org/0000-0001-8306-0727"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingfeng Cui","raw_affiliation_strings":["Fujian Normal University, 1 Keji Rd, Fuzhou, 350117, China"],"affiliations":[{"raw_affiliation_string":"Fujian Normal University, 1 Keji Rd, Fuzhou, 350117, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020175322","display_name":"Xinyue Zhang","orcid":"https://orcid.org/0000-0003-4601-2595"},"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"]},{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xinyue Zhang","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore","Shanghai Institute of AI for Education, East China Normal University, 3663 Zhongshan Rd, Shanghai, 200062, China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore, 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"Shanghai Institute of AI for Education, East China Normal University, 3663 Zhongshan Rd, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047300941","display_name":"Seng-Beng Ho","orcid":"https://orcid.org/0000-0003-4839-1509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seng-Beng Ho","raw_affiliation_strings":["AI Institute Global, 79 Ayer Rajah Crescent, Singapore, 139955, Singapore"],"affiliations":[{"raw_affiliation_string":"AI Institute Global, 79 Ayer Rajah Crescent, Singapore, 139955, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100752356","display_name":"Erik Cambria","orcid":"https://orcid.org/0000-0002-3030-1280"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Erik Cambria","raw_affiliation_strings":["College of Computing and Data Science, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore"],"affiliations":[{"raw_affiliation_string":"College of Computing and Data Science, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003218042"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":72.1705,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.99904985,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"58","issue":"3","first_page":null,"last_page":null},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9980999827384949,"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/T10028","display_name":"Topic Modeling","score":0.9869999885559082,"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":0.8863166570663452},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.6754406094551086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6568135023117065},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6149429082870483},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6038925647735596},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.5794896483421326},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5074860453605652},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.45329493284225464},{"id":"https://openalex.org/keywords/thematic-structure","display_name":"Thematic structure","score":0.4414089322090149},{"id":"https://openalex.org/keywords/context-analysis","display_name":"Context analysis","score":0.4119730293750763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2788148522377014},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2109335958957672},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.13864538073539734},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.12270531058311462},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12076893448829651},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11535507440567017},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09860095381736755}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8863166570663452},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.6754406094551086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568135023117065},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6149429082870483},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6038925647735596},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.5794896483421326},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5074860453605652},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.45329493284225464},{"id":"https://openalex.org/C2778109090","wikidata":"https://www.wikidata.org/wiki/Q7781195","display_name":"Thematic structure","level":2,"score":0.4414089322090149},{"id":"https://openalex.org/C52085439","wikidata":"https://www.wikidata.org/wiki/Q5165173","display_name":"Context analysis","level":3,"score":0.4119730293750763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2788148522377014},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2109335958957672},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.13864538073539734},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.12270531058311462},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12076893448829651},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11535507440567017},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09860095381736755},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10462-024-10988-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10988-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10988-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-10928","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/9928","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1007/s10462-024-10988-9","raw_type":"Journal Article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/206497","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/206497","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s10462-024-10988-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-024-10988-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-024-10988-9.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406113679.pdf","grobid_xml":"https://content.openalex.org/works/W4406113679.grobid-xml"},"referenced_works_count":169,"referenced_works":["https://openalex.org/W79971180","https://openalex.org/W376370578","https://openalex.org/W1496143958","https://openalex.org/W1599391609","https://openalex.org/W1948691300","https://openalex.org/W1969240017","https://openalex.org/W1970924320","https://openalex.org/W1974852977","https://openalex.org/W1975241571","https://openalex.org/W1984241152","https://openalex.org/W1988939740","https://openalex.org/W1995207790","https://openalex.org/W2001569578","https://openalex.org/W2001892351","https://openalex.org/W2007708540","https://openalex.org/W2016865362","https://openalex.org/W2019759670","https://openalex.org/W2026252535","https://openalex.org/W2028274901","https://openalex.org/W2035076844","https://openalex.org/W2035479247","https://openalex.org/W2050106721","https://openalex.org/W2062873389","https://openalex.org/W2071332064","https://openalex.org/W2073493692","https://openalex.org/W2075659194","https://openalex.org/W2077563243","https://openalex.org/W2084526256","https://openalex.org/W2089987740","https://openalex.org/W2096707493","https://openalex.org/W2097102459","https://openalex.org/W2101983999","https://openalex.org/W2117331630","https://openalex.org/W2119968066","https://openalex.org/W2119977295","https://openalex.org/W2131681506","https://openalex.org/W2154611638","https://openalex.org/W2160387459","https://openalex.org/W2164008352","https://openalex.org/W2168231245","https://openalex.org/W2250747010","https://openalex.org/W2283009151","https://openalex.org/W2322597012","https://openalex.org/W2333269343","https://openalex.org/W2335882425","https://openalex.org/W2346975490","https://openalex.org/W2385873770","https://openalex.org/W2415969251","https://openalex.org/W2424238744","https://openalex.org/W2465099471","https://openalex.org/W2491409763","https://openalex.org/W2496889969","https://openalex.org/W2510916058","https://openalex.org/W2520277669","https://openalex.org/W2537504396","https://openalex.org/W2551785245","https://openalex.org/W2558412209","https://openalex.org/W2558887572","https://openalex.org/W2584852760","https://openalex.org/W2593134789","https://openalex.org/W2609916062","https://openalex.org/W2611614234","https://openalex.org/W2766671363","https://openalex.org/W2768787743","https://openalex.org/W2790250716","https://openalex.org/W2792763200","https://openalex.org/W2796708390","https://openalex.org/W2805794957","https://openalex.org/W2899329739","https://openalex.org/W2900507847","https://openalex.org/W2920873208","https://openalex.org/W2926264417","https://openalex.org/W2939274787","https://openalex.org/W2953332970","https://openalex.org/W2963104701","https://openalex.org/W2963355447","https://openalex.org/W2965552599","https://openalex.org/W2965727955","https://openalex.org/W2967308614","https://openalex.org/W2970082279","https://openalex.org/W2971586182","https://openalex.org/W2973946059","https://openalex.org/W2980481399","https://openalex.org/W2997531577","https://openalex.org/W3002990385","https://openalex.org/W3003048870","https://openalex.org/W3003618396","https://openalex.org/W3011384704","https://openalex.org/W3041202055","https://openalex.org/W3045669112","https://openalex.org/W3083435909","https://openalex.org/W3089286170","https://openalex.org/W3099768174","https://openalex.org/W3122723700","https://openalex.org/W3123143942","https://openalex.org/W3124334839","https://openalex.org/W3124640783","https://openalex.org/W3125294517","https://openalex.org/W3133966466","https://openalex.org/W3134472433","https://openalex.org/W3147001383","https://openalex.org/W3157418454","https://openalex.org/W3159889915","https://openalex.org/W3163767300","https://openalex.org/W3167381341","https://openalex.org/W3191119619","https://openalex.org/W3194538981","https://openalex.org/W3200291983","https://openalex.org/W3211819147","https://openalex.org/W3214557338","https://openalex.org/W3214618715","https://openalex.org/W4200571423","https://openalex.org/W4205204575","https://openalex.org/W4205334171","https://openalex.org/W4205730849","https://openalex.org/W4206157632","https://openalex.org/W4206412177","https://openalex.org/W4220907346","https://openalex.org/W4221117831","https://openalex.org/W4224608774","https://openalex.org/W4225647599","https://openalex.org/W4226486910","https://openalex.org/W4229452210","https://openalex.org/W4231467394","https://openalex.org/W4247911321","https://openalex.org/W4281876090","https://openalex.org/W4285168678","https://openalex.org/W4285732488","https://openalex.org/W4290712875","https://openalex.org/W4293078876","https://openalex.org/W4293867518","https://openalex.org/W4296130438","https://openalex.org/W4296440280","https://openalex.org/W4306254922","https://openalex.org/W4309214952","https://openalex.org/W4310608751","https://openalex.org/W4312312175","https://openalex.org/W4313648835","https://openalex.org/W4313680752","https://openalex.org/W4360981072","https://openalex.org/W4361002760","https://openalex.org/W4366390275","https://openalex.org/W4367353919","https://openalex.org/W4382135134","https://openalex.org/W4384343692","https://openalex.org/W4385299173","https://openalex.org/W4385570939","https://openalex.org/W4385571061","https://openalex.org/W4385734210","https://openalex.org/W4385827193","https://openalex.org/W4386691702","https://openalex.org/W4387415214","https://openalex.org/W4387847108","https://openalex.org/W4388777264","https://openalex.org/W4389473931","https://openalex.org/W4389577293","https://openalex.org/W4390889908","https://openalex.org/W4391557834","https://openalex.org/W4391583891","https://openalex.org/W4392619605","https://openalex.org/W4392811684","https://openalex.org/W4395667411","https://openalex.org/W4401039734","https://openalex.org/W4401114207","https://openalex.org/W4402115910","https://openalex.org/W4402352670","https://openalex.org/W4402670038","https://openalex.org/W4405897569","https://openalex.org/W6600281463"],"related_works":["https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911","https://openalex.org/W2374248756","https://openalex.org/W2375492428","https://openalex.org/W2350419982"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1,32,83,94,113,137,174,194,210],"has":[2],"emerged":[3],"as":[4],"a":[5,20,40,68,88,96,104,135,162],"prominent":[6],"research":[7,49,76,120],"domain":[8],"within":[9,175],"the":[10,43,56,73,108,117,126,169,176,186],"realm":[11],"of":[12,23,58,75,84,110,138,172,178,211],"natural":[13],"language":[14,155],"processing,":[15],"garnering":[16],"increasing":[17],"attention":[18],"and":[19,36,48,79,122,149,196,206],"growing":[21],"body":[22],"literature.":[24],"While":[25],"numerous":[26],"literature":[27,44],"reviews":[28],"have":[29],"examined":[30],"sentiment":[31,52,82,112,173,193,209],"techniques,":[33],"methods,":[34],"topics":[35,124],"applications,":[37],"there":[38],"remains":[39],"gap":[41,65],"in":[42,51,55,81],"concerning":[45],"thematic":[46],"trends":[47,80,150],"methodologies":[50,121,195],"analysis,":[53],"particularly":[54],"context":[57,177],"Chinese":[59,85,111,154,179,212],"text.":[60,86,213],"This":[61,158],"study":[62,131],"addresses":[63],"this":[64,101,182],"by":[66],"presenting":[67],"comprehensive":[69],"survey":[70,102],"dedicated":[71],"to":[72,167],"progression":[74],"subjects,":[77],"methods":[78],"Employing":[87],"framework":[89],"that":[90],"combines":[91],"keyword":[92],"co-occurrence":[93],"with":[95],"sophisticated":[97],"community":[98],"detection":[99],"algorithm,":[100],"offers":[103],"novel":[105],"perspective":[106],"on":[107],"landscape":[109],"research.":[114],"By":[115],"tracing":[116],"interplay":[118],"between":[119],"emerging":[123],"over":[125,151],"past":[127],"two":[128],"decades,":[129],"our":[130],"not":[132],"only":[133],"facilitates":[134],"comparative":[136],"their":[139],"correlations":[140],"but":[141],"also":[142],"illuminates":[143],"evolving":[144],"patterns,":[145],"identifying":[146],"significant":[147],"hotspots":[148],"time":[152],"for":[153,164,201,208],"text":[156],"analysis.":[157],"invaluable":[159],"insight":[160],"provides":[161],"roadmap":[163],"researchers":[165],"seeking":[166],"navigate":[168],"intricate":[170],"terrain":[171],"language.":[180],"Moreover,":[181],"paper":[183],"extends":[184],"beyond":[185],"academic":[187],"realm,":[188],"offering":[189],"practical":[190],"insights":[191],"into":[192],"themes":[197],"while":[198],"pinpointing":[199],"avenues":[200],"future":[202],"exploration,":[203],"technical":[204],"limitations,":[205],"directions":[207]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":23}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}