{"id":"https://openalex.org/W4400096050","doi":"https://doi.org/10.1201/9781003510833-35","title":"Personality detection using social media","display_name":"Personality detection using social media","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400096050","doi":"https://doi.org/10.1201/9781003510833-35"},"language":"en","primary_location":{"id":"doi:10.1201/9781003510833-35","doi":"https://doi.org/10.1201/9781003510833-35","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003510833-35","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence and Information Technologies","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4400096029","display_name":"Artificial Intelligence and Information Technologies"},"type":"book-chapter","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/A5099592485","display_name":"Kuldeep Tanwar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuldeep Tanwar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111241371","display_name":"Abhijeet Chatterjee","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhijeet Chatterjee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099592486","display_name":"Chowdam Ramakrishna","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chowdam Ramakrishna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099592487","display_name":"Gulshan Tanwar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gulshan Tanwar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5083781426","display_name":"Kritika Soni","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kritika Soni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.7002000212669373,"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"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.7002000212669373,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.2531999945640564,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.020899999886751175,"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/personality-recognition","display_name":"personality recognition","score":0.9819999933242798},{"id":"https://openalex.org/keywords/myers-briggs-type-indicator","display_name":"Myers-Briggs Type Indicator","score":0.9760000109672546},{"id":"https://openalex.org/keywords/mbti-personality-types","display_name":"MBTI personality types","score":0.7260000109672546},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.5600000023841858},{"id":"https://openalex.org/keywords/social-media-data","display_name":"social media data","score":0.7289999723434448},{"id":"https://openalex.org/keywords/online-behavior","display_name":"online behavior","score":0.6579999923706055},{"id":"https://openalex.org/keywords/personality-prediction","display_name":"personality prediction","score":0.5230000019073486},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8180000185966492},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9079999923706055},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9919999837875366}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.6737585067749023},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5800572633743286},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.496961385011673},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4036019742488861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23220333456993103},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12675759196281433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/9781003510833-35","doi":"https://doi.org/10.1201/9781003510833-35","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003510833-35","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence and Information Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4226140979","https://openalex.org/W4304208222","https://openalex.org/W6921452406","https://openalex.org/W4409801133","https://openalex.org/W4393118650","https://openalex.org/W7147443070","https://openalex.org/W4404030387","https://openalex.org/W4231199941","https://openalex.org/W4386655613","https://openalex.org/W4312747259"],"abstract_inverted_index":{"Personality":[0],"detection":[1],"is":[2],"used":[3],"to":[4,30,73],"find":[5],"the":[6,70,75],"personality":[7,36,81],"of":[8],"a":[9],"person":[10],"using":[11,17],"natural":[12],"language":[13],"processing":[14],"and":[15,26,50,80,92],"classification":[16],"machine":[18,24],"learning,":[19],"this":[20],"research":[21],"paper":[22,71],"employs":[23],"learning":[25],"social":[27,93],"media":[28],"data":[29],"predict":[31],"Myers-Briggs":[32],"Type":[33],"Indicator":[34],"(MBTI)":[35],"types":[37],"from":[38],"Twitter":[39],"activity.":[40],"Leveraging":[41],"Convolutional":[42],"Neural":[43,47],"Networks":[44,48],"(CNN),":[45],"Artificial":[46],"(ANN),":[49],"Support":[51],"Vector":[52],"Machines":[53],"(SVM),":[54],"we":[55],"create":[56],"models":[57],"for":[58],"each":[59],"MBTI":[60],"dimension.":[61],"The":[62],"carefully":[63],"curated":[64],"dataset":[65],"ensures":[66],"fairness.":[67],"Authors":[68],"in":[69],"aim":[72],"bridge":[74],"gap":[76],"between":[77],"online":[78],"behaviour":[79],"traits,":[82],"offering":[83],"significant":[84],"insights":[85],"with":[86],"wide-reaching":[87],"implications":[88],"across":[89],"psychology,":[90],"marketing,":[91],"dynamics.":[94]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2024-06-28T00:00:00"}