{"id":"https://openalex.org/W4388936943","doi":"https://doi.org/10.1109/icccnt56998.2023.10307828","title":"Psychopathy Prediction using Social Media Data","display_name":"Psychopathy Prediction using Social Media Data","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388936943","doi":"https://doi.org/10.1109/icccnt56998.2023.10307828"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5045352546","display_name":"Abhigya Verma","orcid":"https://orcid.org/0000-0001-5928-8481"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhigya Verma","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021236399","display_name":"Sanskriti Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanskriti Agarwal","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113105259","display_name":"Pooja Gera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Gera","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021107821","display_name":"Amar Kumar Mohapatra","orcid":"https://orcid.org/0000-0002-8025-6879"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. K. Mohapatra","raw_affiliation_strings":["Indira Gandhi Delhi Technical University for Women,Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women,Delhi,India","institution_ids":["https://openalex.org/I4210143260"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210143260"],"apc_list":null,"apc_paid":null,"fwci":1.7032,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89218329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T10565","display_name":"Psychopathy, Forensic Psychiatry, Sexual Offending","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T11040","display_name":"Personality Traits and Psychology","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/psychopathy","display_name":"Psychopathy","score":0.872678279876709},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6125448346138},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5311716198921204},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5252946019172668},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5092171430587769},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.49909257888793945},{"id":"https://openalex.org/keywords/empathy","display_name":"Empathy","score":0.48952969908714294},{"id":"https://openalex.org/keywords/remorse","display_name":"Remorse","score":0.45063868165016174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3553173243999481},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.3429015278816223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33676865696907043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2886732518672943},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.16055914759635925}],"concepts":[{"id":"https://openalex.org/C521466935","wikidata":"https://www.wikidata.org/wiki/Q366886","display_name":"Psychopathy","level":3,"score":0.872678279876709},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6125448346138},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5311716198921204},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5252946019172668},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5092171430587769},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.49909257888793945},{"id":"https://openalex.org/C2779885105","wikidata":"https://www.wikidata.org/wiki/Q182263","display_name":"Empathy","level":2,"score":0.48952969908714294},{"id":"https://openalex.org/C2778052017","wikidata":"https://www.wikidata.org/wiki/Q490149","display_name":"Remorse","level":2,"score":0.45063868165016174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3553173243999481},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.3429015278816223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33676865696907043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2886732518672943},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.16055914759635925},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10307828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2468992649","https://openalex.org/W2889367314","https://openalex.org/W2896018557","https://openalex.org/W2913605059","https://openalex.org/W2982673924","https://openalex.org/W2997042201","https://openalex.org/W3003663433","https://openalex.org/W3011159530","https://openalex.org/W3011968840","https://openalex.org/W3043945204","https://openalex.org/W3092379878","https://openalex.org/W3121071890","https://openalex.org/W3121453725","https://openalex.org/W3128405232","https://openalex.org/W3165022283","https://openalex.org/W3167652890","https://openalex.org/W3199043857","https://openalex.org/W4210245225","https://openalex.org/W4320064556"],"related_works":["https://openalex.org/W3168704171","https://openalex.org/W4220862662","https://openalex.org/W2105212477","https://openalex.org/W2917593722","https://openalex.org/W3133825565","https://openalex.org/W1515021623","https://openalex.org/W3155171010","https://openalex.org/W2119862467","https://openalex.org/W1615597061","https://openalex.org/W4392340422"],"abstract_inverted_index":{"Psychopathy":[0,19],"is":[1,20,32,127],"a":[2,21],"personality":[3],"disorder":[4],"characterized":[5],"by":[6],"persistent":[7],"antisocial":[8,40],"behaviour,":[9],"impaired":[10],"empathy":[11],"and":[12,14,16,26,28,74,107,129,157],"remorse,":[13],"bold,":[15],"egotistical":[17],"traits.":[18],"challenging":[22],"condition":[23],"to":[24,34,52,64,152],"diagnose":[25],"treat,":[27],"effective":[29],"early":[30,160],"detection":[31],"essential":[33],"prevent":[35],"the":[36,46,56,80,89,93,98,130,137,140,145],"development":[37],"of":[38,48,58,82,102,115,132,139,147],"severe":[39],"behaviour.":[41],"Recent":[42],"research":[43],"has":[44],"explored":[45],"use":[47,131],"social":[49,149],"media":[50,150],"data":[51,126,151],"predict":[53,65],"psychopathy,":[54],"including":[55,70],"analysis":[57],"Twitter":[59,125],"language.":[60],"This":[61],"study":[62,78,143],"aimed":[63],"psychopathy":[66,122,154],"using":[67,85,124,148],"regression":[68,95,106,109,133],"techniques,":[69],"multiple,":[71],"polynomial,":[72],"ridge,":[73],"LASSO":[75,108],"regression.":[76],"The":[77,104,142],"evaluated":[79],"performance":[81],"these":[83],"models":[84,96,110],"cross-validation":[86],"scores,":[87],"with":[88,100,113],"results":[90],"showing":[91],"that":[92,121],"polynomial":[94],"performed":[97,111],"best":[99],"scores":[101],"0.0338.":[103],"multiple":[105],"poorly,":[112],"cross_val_score":[114],"0.3428,":[116],"respectively.":[117],"These":[118],"findings":[119],"suggest":[120],"prediction":[123],"possible,":[128],"techniques":[134],"can":[135],"improve":[136],"accuracy":[138],"prediction.":[141],"highlights":[144],"potential":[146],"detect":[153],"in":[155,159],"individuals":[156],"aid":[158],"interventions.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
