{"id":"https://openalex.org/W4392254149","doi":"https://doi.org/10.1145/3639479.3639523","title":"Sentiment and Interest Detection in Social Media using GPT-based Large Language Models","display_name":"Sentiment and Interest Detection in Social Media using GPT-based Large Language Models","publication_year":2023,"publication_date":"2023-12-27","ids":{"openalex":"https://openalex.org/W4392254149","doi":"https://doi.org/10.1145/3639479.3639523"},"language":"en","primary_location":{"id":"doi:10.1145/3639479.3639523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639479.3639523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 6th International Conference on Machine Learning and Natural Language Processing","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/A5052841096","display_name":"Md Abdullah Al Asad","orcid":"https://orcid.org/0009-0005-5013-1847"},"institutions":[{"id":"https://openalex.org/I52064589","display_name":"Clark Atlanta University","ror":"https://ror.org/0397tsa92","country_code":"US","type":"education","lineage":["https://openalex.org/I52064589"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Abdullah Al Asad","raw_affiliation_strings":["Cyber-Physical Systems, Clark Atlanta University, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems, Clark Atlanta University, USA","institution_ids":["https://openalex.org/I52064589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020186191","display_name":"Hasan Md Imran","orcid":null},"institutions":[{"id":"https://openalex.org/I52064589","display_name":"Clark Atlanta University","ror":"https://ror.org/0397tsa92","country_code":"US","type":"education","lineage":["https://openalex.org/I52064589"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hasan Md Imran","raw_affiliation_strings":["Cyber-Physical Systems, Clark Atlanta University, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems, Clark Atlanta University, USA","institution_ids":["https://openalex.org/I52064589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020853942","display_name":"Md Alamin","orcid":"https://orcid.org/0009-0002-7782-4561"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Alamin","raw_affiliation_strings":["Computer Science, Michigan State University, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, Michigan State University, USA","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028764859","display_name":"Tareque Abu Abdullah","orcid":"https://orcid.org/0009-0009-4434-305X"},"institutions":[{"id":"https://openalex.org/I52064589","display_name":"Clark Atlanta University","ror":"https://ror.org/0397tsa92","country_code":"US","type":"education","lineage":["https://openalex.org/I52064589"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tareque Abu Abdullah","raw_affiliation_strings":["Cyber-Physical Systems, Clark Atlanta University, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems, Clark Atlanta University, USA","institution_ids":["https://openalex.org/I52064589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101496901","display_name":"S. Chowdhury","orcid":"https://orcid.org/0009-0003-8738-6443"},"institutions":[{"id":"https://openalex.org/I52064589","display_name":"Clark Atlanta University","ror":"https://ror.org/0397tsa92","country_code":"US","type":"education","lineage":["https://openalex.org/I52064589"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suriya Islam Chowdhury","raw_affiliation_strings":["Cyber-Physical Systems, Clark Atlanta University, USA"],"affiliations":[{"raw_affiliation_string":"Cyber-Physical Systems, Clark Atlanta University, USA","institution_ids":["https://openalex.org/I52064589"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052841096"],"corresponding_institution_ids":["https://openalex.org/I52064589"],"apc_list":null,"apc_paid":null,"fwci":0.3479,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68677175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9986000061035156,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.6900244951248169},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6553685665130615},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5421368479728699},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44837650656700134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4403367042541504},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1949862241744995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900244951248169},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6553685665130615},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5421368479728699},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44837650656700134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4403367042541504},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1949862241744995}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639479.3639523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639479.3639523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 6th International Conference on Machine Learning and Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1995866178","https://openalex.org/W2155328222","https://openalex.org/W2160660844","https://openalex.org/W2790738536","https://openalex.org/W3036644138","https://openalex.org/W3088107006","https://openalex.org/W3098042509","https://openalex.org/W3153302500","https://openalex.org/W4283020523","https://openalex.org/W4367309853","https://openalex.org/W4389519239","https://openalex.org/W4392240262","https://openalex.org/W4392669753","https://openalex.org/W6600009415"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0],"the":[1,47,58,77,97,103,135,147,157,166],"ever-expanding":[2],"realm":[3],"of":[4,49,60,79,99,105,116,137,149,160,169],"social":[5,117,170],"media,":[6],"deciphering":[7],"sentiments":[8],"and":[9,25,33,46,52,66,108,140,152,155,162],"identifying":[10],"relevant":[11],"topics":[12,122],"from":[13],"various":[14],"textual":[15],"content":[16],"is":[17],"challenging.":[18],"This":[19,143],"paper":[20],"comprehensively":[21],"investigates":[22],"sentiment":[23,64,88,139,150],"analysis":[24,65,89,151],"interest/topic":[26,67],"detection":[27,68,154],"using":[28,130],"cutting-edge":[29],"language":[30],"models,":[31],"ChatGPT3.5":[32,80],"gpt4All.":[34,92],"The":[35],"methodology":[36],"encompasses":[37],"data":[38],"collection,":[39],"meticulous":[40],"text":[41],"pre-processing,":[42],"innovative":[43],"prompt":[44],"design,":[45],"exploration":[48],"zero-shot,":[50],"one-shot,":[51],"few-shot":[53],"learning":[54],"techniques.":[55],"We":[56,111],"unveil":[57],"nuances":[59],"model":[61,109],"performance":[62],"in":[63,81,87,164],"through":[69],"a":[70,83,113],"detailed":[71],"comparative":[72],"analysis.":[73],"Our":[74],"findings":[75],"highlight":[76],"power":[78],"achieving":[82],"substantial":[84],"accuracy":[85],"enhancement":[86],"compared":[90],"to":[91,146],"Moreover,":[93],"we":[94],"delve":[95],"into":[96,123],"intricacies":[98],"interest":[100,141,153],"detection,":[101],"demonstrating":[102],"complexities":[104],"linguistic":[106],"structures":[107],"biases.":[110],"offer":[112],"holistic":[114],"view":[115],"entities\u2019":[118],"preferences":[119],"by":[120],"categorizing":[121],"distinct":[124],"domains.":[125],"A":[126],"web":[127],"portal":[128],"developed":[129],"Google\u2019s":[131],"Flutter":[132],"SDK":[133],"facilitates":[134],"visualization":[136],"user-friendly":[138],"outcomes.":[142],"research":[144],"contributes":[145],"understanding":[148],"underscores":[156],"evolving":[158],"capabilities":[159],"AI":[161],"NLP":[163],"navigating":[165],"dynamic":[167],"landscape":[168],"media":[171],"content.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}