{"id":"https://openalex.org/W7127040702","doi":"https://doi.org/10.1007/s11042-026-21265-y","title":"MBTI personality prediction using GPT-2 LLM augmentation and ensemble machine learning approaches","display_name":"MBTI personality prediction using GPT-2 LLM augmentation and ensemble machine learning approaches","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7127040702","doi":"https://doi.org/10.1007/s11042-026-21265-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-026-21265-y","doi":"https://doi.org/10.1007/s11042-026-21265-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21265-y","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,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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"},"parent_works":[],"lineage":["https://openalex.org/W7127040702"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5033428576","display_name":"Devraj Patel","orcid":"https://orcid.org/0000-0003-4874-4124","observed_orcids":["https://orcid.org/0000-0003-4874-4124"]},"institutions":[{"id":"https://openalex.org/I156406944","display_name":"Defence Institute of Advanced Technology","ror":"https://ror.org/05qpbfx18","country_code":"IN","type":"education","lineage":["https://openalex.org/I156406944"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Devraj Patel","raw_affiliation_strings":["Department of Computer Science & Engineering, Defence Institute of Advanced Technology (DU), Girinagar, Pune, 411025, MH, India"],"raw_orcid":"https://orcid.org/0000-0003-4874-4124","affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Defence Institute of Advanced Technology (DU), Girinagar, Pune, 411025, MH, India","institution_ids":["https://openalex.org/I156406944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005462033","display_name":"Sunita Dhavale","orcid":"https://orcid.org/0000-0003-0306-6198","observed_orcids":["https://orcid.org/0000-0003-0306-6198"]},"institutions":[{"id":"https://openalex.org/I156406944","display_name":"Defence Institute of Advanced Technology","ror":"https://ror.org/05qpbfx18","country_code":"IN","type":"education","lineage":["https://openalex.org/I156406944"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sunita V. Dhavale","raw_affiliation_strings":["Department of Computer Science & Engineering, Defence Institute of Advanced Technology (DU), Girinagar, Pune, 411025, MH, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Defence Institute of Advanced Technology (DU), Girinagar, Pune, 411025, MH, India","institution_ids":["https://openalex.org/I156406944"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5033428576"],"corresponding_institution_ids":["https://openalex.org/I156406944"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"85","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.4968000054359436,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.4968000054359436,"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/T12488","display_name":"Mental Health via Writing","score":0.3174000084400177,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.04340000078082085,"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/myers-briggs-type-indicator","display_name":"Myers-Briggs Type Indicator","score":0.9629999995231628},{"id":"https://openalex.org/keywords/personality-prediction","display_name":"personality prediction","score":0.8989999890327454},{"id":"https://openalex.org/keywords/gpt-2","display_name":"GPT-2","score":0.7630000114440918},{"id":"https://openalex.org/keywords/smote","display_name":"SMOTE","score":0.8399999737739563},{"id":"https://openalex.org/keywords/oversampling","display_name":"oversampling","score":0.746999979019165},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.8889999985694885},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.8619999885559082},{"id":"https://openalex.org/keywords/stacking","display_name":"stacking","score":0.7429999709129333},{"id":"https://openalex.org/keywords/blending","display_name":"blending","score":0.7129999995231628},{"id":"https://openalex.org/keywords/voting-classifier","display_name":"voting classifier","score":0.578000009059906},{"id":"https://openalex.org/keywords/word-embeddings","display_name":"word embeddings","score":0.9359999895095825},{"id":"https://openalex.org/keywords/social-media-text","display_name":"social media text","score":0.9049999713897705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8123999834060669},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7799000144004822},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7551000118255615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.718500018119812},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6866000294685364},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5349000096321106},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4959999918937683},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.3684000074863434},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3490999937057495},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.3407999873161316},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.3057999908924103},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-026-21265-y","doi":"https://doi.org/10.1007/s11042-026-21265-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21265-y","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,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1982777740","https://openalex.org/W1986137293","https://openalex.org/W2026782272","https://openalex.org/W2071589850","https://openalex.org/W2098433694","https://openalex.org/W2148143831","https://openalex.org/W2550129800","https://openalex.org/W2768037194","https://openalex.org/W2792376494","https://openalex.org/W2883730939","https://openalex.org/W2895303784","https://openalex.org/W2936695845","https://openalex.org/W2970181646","https://openalex.org/W2970602317","https://openalex.org/W2988430602","https://openalex.org/W2989159420","https://openalex.org/W2999639953","https://openalex.org/W3000588123","https://openalex.org/W3005224413","https://openalex.org/W3011686870","https://openalex.org/W3021476677","https://openalex.org/W3033696859","https://openalex.org/W3112294936","https://openalex.org/W3114065552","https://openalex.org/W3118974431","https://openalex.org/W3121453725","https://openalex.org/W3127917488","https://openalex.org/W3148181069","https://openalex.org/W3198531509","https://openalex.org/W4211186029","https://openalex.org/W4220715817","https://openalex.org/W4224055342","https://openalex.org/W4226117839","https://openalex.org/W4238310213","https://openalex.org/W4248302511","https://openalex.org/W4288757776","https://openalex.org/W4296079469","https://openalex.org/W4299837416","https://openalex.org/W4313479806","https://openalex.org/W4321636193","https://openalex.org/W4323054856","https://openalex.org/W4362559773","https://openalex.org/W4367598734","https://openalex.org/W4385759844","https://openalex.org/W4386276006","https://openalex.org/W4388517732","https://openalex.org/W4388632947","https://openalex.org/W4388837838","https://openalex.org/W4389400801","https://openalex.org/W4389979211","https://openalex.org/W4391529103","https://openalex.org/W4391677885","https://openalex.org/W4393028600","https://openalex.org/W4394828356","https://openalex.org/W4396908569","https://openalex.org/W4400230843","https://openalex.org/W4400490926","https://openalex.org/W4402571692","https://openalex.org/W4404435341","https://openalex.org/W4406861217","https://openalex.org/W4407477828","https://openalex.org/W4407574942","https://openalex.org/W4407950665","https://openalex.org/W4409495538","https://openalex.org/W4409753374","https://openalex.org/W4410431060","https://openalex.org/W4410563095","https://openalex.org/W4411475072"],"related_works":["https://openalex.org/W7125934101","https://openalex.org/W4403798840","https://openalex.org/W4406984567","https://openalex.org/W4394829916","https://openalex.org/W7042607347","https://openalex.org/W4362559773","https://openalex.org/W7147443070","https://openalex.org/W4406861217","https://openalex.org/W4406023718","https://openalex.org/W4413180289"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-02-03T00:00:00"}
