{"id":"https://openalex.org/W4408073958","doi":"https://doi.org/10.1142/s0218126625502810","title":"Evaluating the Recognition of Sentiments in Text on Social Media Utilizing Machine Learning","display_name":"Evaluating the Recognition of Sentiments in Text on Social Media Utilizing Machine Learning","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408073958","doi":"https://doi.org/10.1142/s0218126625502810"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126625502810","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126625502810","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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/A5063406659","display_name":"Puneet Kaur","orcid":"https://orcid.org/0009-0007-8107-371X"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Puneet Kaur","raw_affiliation_strings":["Department of Science & Computing, Chandigarh Group of College, Landran, Mohali, India"],"raw_orcid":"https://orcid.org/0009-0007-8107-371X","affiliations":[{"raw_affiliation_string":"Department of Science & Computing, Chandigarh Group of College, Landran, Mohali, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090796477","display_name":"Deepika Chaudhary","orcid":"https://orcid.org/0000-0003-2887-3930"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepika Chaudhary","raw_affiliation_strings":["Chitkara University Institute of Engineering & Technology, Chitkara University, Rajpura 140401, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering & Technology, Chitkara University, Rajpura 140401, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033658073","display_name":"Jaiteg Singh","orcid":"https://orcid.org/0000-0002-2370-9384"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaiteg Singh","raw_affiliation_strings":["Chitkara University Institute of Engineering & Technology, Chitkara University, Rajpura 140401, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering & Technology, Chitkara University, Rajpura 140401, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01461107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"13","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":0.7398999929428101,"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":0.7398999929428101,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.6492999792098999,"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":0.6312000155448914,"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":0.5929778218269348},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5426200032234192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.415669322013855},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37820228934288025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3675646483898163},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32869356870651245},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24241679906845093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5929778218269348},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5426200032234192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.415669322013855},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37820228934288025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3675646483898163},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32869356870651245},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24241679906845093}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126625502810","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126625502810","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2003303386","https://openalex.org/W2322777686","https://openalex.org/W2899963292","https://openalex.org/W2910636646","https://openalex.org/W2921300811","https://openalex.org/W2979963738","https://openalex.org/W3006588007","https://openalex.org/W3033096878","https://openalex.org/W3047440100","https://openalex.org/W3049681097","https://openalex.org/W3106553289","https://openalex.org/W3107795501","https://openalex.org/W3112079214","https://openalex.org/W3153489682","https://openalex.org/W3205260081","https://openalex.org/W4210708296","https://openalex.org/W4212926655","https://openalex.org/W4281667098","https://openalex.org/W4310238942","https://openalex.org/W4313398738","https://openalex.org/W4377081232","https://openalex.org/W4386029937"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"The":[0,61,74,150],"prevalent":[1],"routine":[2],"of":[3,80,85,95,102,161],"the":[4,148],"World":[5],"Wide":[6],"Web":[7],"(WWW)":[8],"has":[9,77,152],"unveiled":[10],"unique":[11],"means":[12],"for":[13,137,170],"society":[14],"to":[15,109,119,133,164],"rapidly":[16],"develop":[17],"its":[18],"moods":[19],"and":[20,47,56,83,127,143,167],"sentiments.":[21],"It":[22],"also":[23,76],"serves":[24],"as":[25],"a":[26,92,123,135,156,171],"highly":[27],"content-rich":[28],"platform":[29],"where":[30],"users":[31],"may":[32],"experience":[33],"diverse":[34],"opinions":[35],"that":[36,51],"can":[37],"influence":[38],"their":[39,54,57],"decision-making":[40],"process.":[41],"When":[42],"expressing":[43],"opinions,":[44],"both":[45],"words":[46],"texts":[48],"carry":[49],"meanings":[50,65],"depend":[52],"on":[53,155],"context":[55],"specific":[58,157],"lexical":[59],"definitions.":[60],"interplay":[62],"between":[63],"these":[64,117],"creates":[66],"several":[67],"sentiments,":[68,145],"i.e.,":[69],"positive,":[70],"negative,":[71],"or":[72],"neutral.":[73],"text":[75,124,141],"varied":[78],"degrees":[79],"temperament.":[81],"Extraction":[82],"analysis":[84],"sentiments":[86,104,139],"from":[87,122,140],"textual":[88,114],"data":[89],"have":[90],"become":[91],"captivating":[93],"field":[94],"study.":[96],"Machine":[97],"learning":[98],"enhances":[99],"this":[100],"process":[101],"analyzing":[103],"by":[105],"applying":[106],"computational":[107],"algorithms":[108],"recognize":[110,120],"temperaments":[111],"expressed":[112],"in":[113],"form.":[115],"Integrating":[116],"techniques":[118],"feelings":[121],"offers":[125],"promising":[126],"noteworthy":[128],"outcomes.":[129],"This":[130],"study":[131],"aims":[132],"design":[134],"model":[136],"extracting":[138],"data,":[142],"classifying":[144],"thereby":[146],"evaluating":[147],"results.":[149],"machine":[151],"been":[153],"trained":[154],"dataset":[158],"which":[159],"consists":[160],"keywords":[162],"related":[163],"mental":[165],"health":[166],"includes":[168],"tweets":[169],"particular":[172],"year.":[173]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}