{"id":"https://openalex.org/W7164157842","doi":"https://doi.org/10.1007/s11042-026-21711-x","title":"Utilizing machine learning for comprehensive sentiment analysis: an in-depth investigation","display_name":"Utilizing machine learning for comprehensive sentiment analysis: an in-depth investigation","publication_year":2026,"publication_date":"2026-06-10","ids":{"openalex":"https://openalex.org/W7164157842","doi":"https://doi.org/10.1007/s11042-026-21711-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-026-21711-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21711-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5138333867","display_name":"Priyanka Sharma","orcid":"https://orcid.org/0009-0009-6830-3167"},"institutions":[{"id":"https://openalex.org/I4210136518","display_name":"Maharaja Ranjit Singh Punjab Technical University","ror":"https://ror.org/03k7qz240","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210136518"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Priyanka Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, GZS Campus College of Engineering and Technology, Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, India"],"raw_orcid":"https://orcid.org/0009-0009-6830-3167","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, GZS Campus College of Engineering and Technology, Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, India","institution_ids":["https://openalex.org/I4210136518"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138363495","display_name":"Shevata Rani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136518","display_name":"Maharaja Ranjit Singh Punjab Technical University","ror":"https://ror.org/03k7qz240","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210136518"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shevata Rani","raw_affiliation_strings":["Department of Computer Science and Engineering, GZS Campus College of Engineering and Technology, Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, GZS Campus College of Engineering and Technology, Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, India","institution_ids":["https://openalex.org/I4210136518"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5138333867"],"corresponding_institution_ids":["https://openalex.org/I4210136518"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.7315136,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"85","issue":"6","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":0.8543999791145325,"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":0.8543999791145325,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.008799999952316284,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.008100000210106373,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.3050000071525574},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.24809999763965607},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.2379000037908554},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.22849999368190765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8902000188827515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6467999815940857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5813999772071838},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.24469999969005585},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.24160000681877136},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2379000037908554},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.22849999368190765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-026-21711-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21711-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":131,"referenced_works":["https://openalex.org/W68132019","https://openalex.org/W319996907","https://openalex.org/W747978114","https://openalex.org/W786031425","https://openalex.org/W1908808128","https://openalex.org/W1992605069","https://openalex.org/W2012070465","https://openalex.org/W2016865467","https://openalex.org/W2025899713","https://openalex.org/W2034797903","https://openalex.org/W2053534750","https://openalex.org/W2065069176","https://openalex.org/W2084791978","https://openalex.org/W2089173648","https://openalex.org/W2105270083","https://openalex.org/W2112422413","https://openalex.org/W2112744748","https://openalex.org/W2115242108","https://openalex.org/W2123751690","https://openalex.org/W2129587854","https://openalex.org/W2137424107","https://openalex.org/W2148034183","https://openalex.org/W2155328222","https://openalex.org/W2156413587","https://openalex.org/W2168045655","https://openalex.org/W2194578903","https://openalex.org/W2199803028","https://openalex.org/W2241894757","https://openalex.org/W2244451798","https://openalex.org/W2250539671","https://openalex.org/W2251292973","https://openalex.org/W2253519362","https://openalex.org/W2279759548","https://openalex.org/W2292476332","https://openalex.org/W2296199791","https://openalex.org/W2335703454","https://openalex.org/W2460863069","https://openalex.org/W2470242235","https://openalex.org/W2493916176","https://openalex.org/W2493920898","https://openalex.org/W2497148462","https://openalex.org/W2513507089","https://openalex.org/W2538942427","https://openalex.org/W2552192644","https://openalex.org/W2556605533","https://openalex.org/W2574581411","https://openalex.org/W2588144628","https://openalex.org/W2594913822","https://openalex.org/W2596799992","https://openalex.org/W2598121424","https://openalex.org/W2602034649","https://openalex.org/W2626349271","https://openalex.org/W2626499836","https://openalex.org/W2740550900","https://openalex.org/W2740880378","https://openalex.org/W2745850770","https://openalex.org/W2745862583","https://openalex.org/W2755760886","https://openalex.org/W2760414490","https://openalex.org/W2765369538","https://openalex.org/W2769317996","https://openalex.org/W2772515592","https://openalex.org/W2774169246","https://openalex.org/W2782621969","https://openalex.org/W2792916349","https://openalex.org/W2796388855","https://openalex.org/W2806000748","https://openalex.org/W2807237565","https://openalex.org/W2808079449","https://openalex.org/W2809032542","https://openalex.org/W2837422613","https://openalex.org/W2888170456","https://openalex.org/W2888965188","https://openalex.org/W2891463586","https://openalex.org/W2893938941","https://openalex.org/W2899156568","https://openalex.org/W2899232971","https://openalex.org/W2901880735","https://openalex.org/W2902376937","https://openalex.org/W2905083703","https://openalex.org/W2907396608","https://openalex.org/W2909573130","https://openalex.org/W2916820140","https://openalex.org/W2935842172","https://openalex.org/W2946870453","https://openalex.org/W2947781656","https://openalex.org/W2956118129","https://openalex.org/W2959724857","https://openalex.org/W2963337756","https://openalex.org/W2970488141","https://openalex.org/W2971699827","https://openalex.org/W2980708516","https://openalex.org/W2981840673","https://openalex.org/W2990689087","https://openalex.org/W2990803728","https://openalex.org/W2995954664","https://openalex.org/W2997416493","https://openalex.org/W3000441416","https://openalex.org/W3002645925","https://openalex.org/W3008590301","https://openalex.org/W3015647315","https://openalex.org/W3020315793","https://openalex.org/W3035390927","https://openalex.org/W3037653875","https://openalex.org/W3049050096","https://openalex.org/W3092210029","https://openalex.org/W3094131623","https://openalex.org/W3120687460","https://openalex.org/W3139786451","https://openalex.org/W3141951428","https://openalex.org/W3153427360","https://openalex.org/W3153675281","https://openalex.org/W3155222352","https://openalex.org/W3155551703","https://openalex.org/W3156333129","https://openalex.org/W3169128134","https://openalex.org/W3170303260","https://openalex.org/W3175689147","https://openalex.org/W3176558250","https://openalex.org/W3194774163","https://openalex.org/W3211156331","https://openalex.org/W4205826145","https://openalex.org/W4210843599","https://openalex.org/W4211186029","https://openalex.org/W4242817283","https://openalex.org/W4293222191","https://openalex.org/W4297749868","https://openalex.org/W4311212904","https://openalex.org/W4312193267","https://openalex.org/W4385814073","https://openalex.org/W4389097379"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-06-11T00:00:00"}