{"id":"https://openalex.org/W3006801982","doi":"https://doi.org/10.4018/ijncr.2020040102","title":"Topic Modeling as a Tool to Gauge Political Sentiments from Twitter Feeds","display_name":"Topic Modeling as a Tool to Gauge Political Sentiments from Twitter Feeds","publication_year":2020,"publication_date":"2020-02-28","ids":{"openalex":"https://openalex.org/W3006801982","doi":"https://doi.org/10.4018/ijncr.2020040102","mag":"3006801982"},"language":"en","primary_location":{"id":"doi:10.4018/ijncr.2020040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijncr.2020040102","pdf_url":null,"source":{"id":"https://openalex.org/S1001844925","display_name":"International Journal of Natural Computing Research","issn_l":"1947-928X","issn":["1947-928X","1947-9298"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Natural Computing Research","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/A5073620232","display_name":"Debabrata Sarddar","orcid":"https://orcid.org/0000-0003-2036-9377"},"institutions":[{"id":"https://openalex.org/I77501641","display_name":"University of Kalyani","ror":"https://ror.org/03v783k16","country_code":"IN","type":"education","lineage":["https://openalex.org/I77501641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debabrata Sarddar","raw_affiliation_strings":["University of Kalyani, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kalyani, India","institution_ids":["https://openalex.org/I77501641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006335376","display_name":"Raktim Kumar Dey","orcid":"https://orcid.org/0000-0002-7942-5233"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raktim Kumar Dey","raw_affiliation_strings":["Simplex Infrastructures Limited, India"],"raw_orcid":"https://orcid.org/0000-0002-7942-5233","affiliations":[{"raw_affiliation_string":"Simplex Infrastructures Limited, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016008811","display_name":"Rajesh Bose","orcid":"https://orcid.org/0000-0002-0967-455X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajesh Bose","raw_affiliation_strings":["Simplex Infrastructures Limited, India"],"raw_orcid":"https://orcid.org/0000-0002-0967-455X","affiliations":[{"raw_affiliation_string":"Simplex Infrastructures Limited, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083317923","display_name":"Sandip Roy","orcid":"https://orcid.org/0000-0002-5447-803X"},"institutions":[{"id":"https://openalex.org/I1288043984","display_name":"Techno India University","ror":"https://ror.org/00v1y6t69","country_code":"IN","type":"education","lineage":["https://openalex.org/I1288043984"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandip Roy","raw_affiliation_strings":["Brainware University, India"],"raw_orcid":"https://orcid.org/0000-0002-5447-803X","affiliations":[{"raw_affiliation_string":"Brainware University, India","institution_ids":["https://openalex.org/I1288043984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3541,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84915761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":"2","first_page":"14","last_page":"35"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9488000273704529,"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/microblogging","display_name":"Microblogging","score":0.9479100704193115},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.851463794708252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8224326968193054},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7701615691184998},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.644041895866394},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6150078773498535},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49282148480415344},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4823814928531647},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.47462689876556396},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4655974805355072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32040834426879883}],"concepts":[{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.9479100704193115},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.851463794708252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8224326968193054},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7701615691184998},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.644041895866394},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6150078773498535},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49282148480415344},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4823814928531647},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.47462689876556396},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4655974805355072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32040834426879883}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijncr.2020040102","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijncr.2020040102","pdf_url":null,"source":{"id":"https://openalex.org/S1001844925","display_name":"International Journal of Natural Computing Research","issn_l":"1947-928X","issn":["1947-928X","1947-9298"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Natural Computing Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jncr00:v:9:y:2020:i:2:p:14-35","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJNCR.2020040102","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":[{"display_name":"Peace, Justice and strong institutions","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W40549020","https://openalex.org/W1569507287","https://openalex.org/W1590495275","https://openalex.org/W1597384654","https://openalex.org/W1792925935","https://openalex.org/W1880262756","https://openalex.org/W1983719983","https://openalex.org/W2019759670","https://openalex.org/W2063904635","https://openalex.org/W2108646579","https://openalex.org/W2112251034","https://openalex.org/W2122369144","https://openalex.org/W2127218421","https://openalex.org/W2133952599","https://openalex.org/W2149731496","https://openalex.org/W2156741031","https://openalex.org/W2165571577","https://openalex.org/W2166023018","https://openalex.org/W2166706824","https://openalex.org/W2244451798","https://openalex.org/W2250302982","https://openalex.org/W2250886571","https://openalex.org/W2253609223","https://openalex.org/W2281492572","https://openalex.org/W2337099193","https://openalex.org/W2338010732","https://openalex.org/W2398359607","https://openalex.org/W2398854657","https://openalex.org/W2401379394","https://openalex.org/W2481625746","https://openalex.org/W2508674120","https://openalex.org/W2560103719","https://openalex.org/W2585577269","https://openalex.org/W2591649529","https://openalex.org/W2606150294","https://openalex.org/W2608016037","https://openalex.org/W2745617509","https://openalex.org/W2753778642","https://openalex.org/W2766671363","https://openalex.org/W2769567294","https://openalex.org/W2785843976","https://openalex.org/W2810994508","https://openalex.org/W2837422613","https://openalex.org/W2903329043","https://openalex.org/W2904592940","https://openalex.org/W2904900314","https://openalex.org/W2925425818","https://openalex.org/W2949998441","https://openalex.org/W2962686197","https://openalex.org/W3098239359","https://openalex.org/W4243035819","https://openalex.org/W6736833602"],"related_works":["https://openalex.org/W1463179486","https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2494246486","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2346975490","https://openalex.org/W3005513013","https://openalex.org/W2122605835"],"abstract_inverted_index":{"As":[0],"ubiquitous":[1],"as":[2],"it":[3,47,70],"is,":[4],"the":[5,17,49,55,62,66,89,95,98,124,155],"Internet":[6],"has":[7],"spawned":[8],"a":[9,28,34,151],"slew":[10],"of":[11,21,33,80,114,139,161],"products":[12],"that":[13],"have":[14],"forever":[15],"changed":[16],"way":[18],"one":[19],"thinks":[20],"society":[22],"and":[23,61,116,131],"politics.":[24],"This":[25],"article":[26],"proposes":[27],"model":[29,126,157],"to":[30,73,129,158],"predict":[31,74],"chances":[32],"political":[35],"party":[36],"winning":[37],"based":[38,91,134],"on":[39,85,92,135,142],"data":[40],"collected":[41],"from":[42],"Twitter":[43,99],"microblogging":[44,52],"website,":[45],"because":[46],"is":[48,71,127],"most":[50],"popular":[51],"platform":[53],"in":[54],"world.":[56],"Using":[57],"unsupervised":[58,111,147],"topic":[59],"modeling":[60],"NRC":[63],"Emotion":[64],"Lexicon,":[65],"authors":[67,96],"demonstrate":[68],"how":[69,123],"possible":[72],"results":[75,90],"by":[76,83],"analyzing":[77],"eight":[78],"types":[79],"emotions":[81],"expressed":[82],"users":[84],"Twitter.":[86,143],"To":[87],"prove":[88],"empirical":[93],"analysis,":[94],"examine":[97,130],"messages":[100,140],"posted":[101,141],"during":[102],"14th":[103],"Gujarat":[104],"Legislative":[105],"Assembly":[106],"election,":[107],"2017.":[108],"Implementing":[109],"two":[110,145],"clustering":[112,148],"methods":[113,149],"K-means":[115],"Latent":[117],"Dirichlet":[118],"Allocation,":[119],"this":[120],"research":[121],"shows":[122],"proposed":[125,156],"able":[128],"summarize":[132],"observations":[133],"underlying":[136],"semantic":[137],"structures":[138],"These":[144],"well-known":[146],"provide":[150],"firm":[152],"base":[153],"for":[154],"enable":[159],"streamlining":[160],"decision-making":[162],"processes":[163],"objectively.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
