{"id":"https://openalex.org/W3154480178","doi":"https://doi.org/10.1155/2021/5512241","title":"Detection and Classification of Psychopathic Personality Trait from Social Media Text Using Deep Learning Model","display_name":"Detection and Classification of Psychopathic Personality Trait from Social Media Text Using Deep Learning Model","publication_year":2021,"publication_date":"2021-04-09","ids":{"openalex":"https://openalex.org/W3154480178","doi":"https://doi.org/10.1155/2021/5512241","mag":"3154480178"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5512241","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5512241","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5512241.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2021/5512241.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058981376","display_name":"Junaid Asghar","orcid":"https://orcid.org/0000-0003-2218-0789"},"institutions":[{"id":"https://openalex.org/I172324550","display_name":"Gomal University","ror":"https://ror.org/0241b8f19","country_code":"PK","type":"education","lineage":["https://openalex.org/I172324550"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Junaid Asghar","raw_affiliation_strings":["Faculty of Pharmacy, Gomal University, D.I. Khan (KP), Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Pharmacy, Gomal University, D.I. Khan (KP), Pakistan","institution_ids":["https://openalex.org/I172324550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110760947","display_name":"Saima Akbar","orcid":null},"institutions":[{"id":"https://openalex.org/I172324550","display_name":"Gomal University","ror":"https://ror.org/0241b8f19","country_code":"PK","type":"education","lineage":["https://openalex.org/I172324550"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saima Akbar","raw_affiliation_strings":["Institute of Computing and Information Technology, Gomal University, D.I. Khan (KP), Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing and Information Technology, Gomal University, D.I. Khan (KP), Pakistan","institution_ids":["https://openalex.org/I172324550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Muhammad Zubair Asghar","orcid":"https://orcid.org/0000-0003-3320-2074"},"institutions":[{"id":"https://openalex.org/I172324550","display_name":"Gomal University","ror":"https://ror.org/0241b8f19","country_code":"PK","type":"education","lineage":["https://openalex.org/I172324550"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Zubair Asghar","raw_affiliation_strings":["Institute of Computing and Information Technology, Gomal University, D.I. Khan (KP), Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-3320-2074","affiliations":[{"raw_affiliation_string":"Institute of Computing and Information Technology, Gomal University, D.I. Khan (KP), Pakistan","institution_ids":["https://openalex.org/I172324550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752090","display_name":"Bashir Ahmad","orcid":"https://orcid.org/0000-0001-6047-3334"},"institutions":[{"id":"https://openalex.org/I4210145034","display_name":"Qurtuba University of Science and Information Technology","ror":"https://ror.org/04ke3vc41","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210145034"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Bashir Ahmad","raw_affiliation_strings":["Dept. of Computer Science, Qurtaba University, D.I. Khan (KP), Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Qurtaba University, D.I. Khan (KP), Pakistan","institution_ids":["https://openalex.org/I4210145034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017023860","display_name":"Mabrook Al\u2010Rakhami","orcid":"https://orcid.org/0000-0001-5343-8370"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mabrook S. Al-Rakhami","raw_affiliation_strings":["Research Chair of Pervasive and Mobile Computing; Information Systems Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","Research Chair of Pervasive and Mobile Computing"],"raw_orcid":"https://orcid.org/0000-0001-5343-8370","affiliations":[{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing; Information Systems Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043393776","display_name":"Abdu Gumaei","orcid":"https://orcid.org/0000-0001-8512-9687"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]},{"id":"https://openalex.org/I36197038","display_name":"Taiz University","ror":"https://ror.org/03jwcxq96","country_code":"YE","type":"education","lineage":["https://openalex.org/I36197038"]}],"countries":["SA","YE"],"is_corresponding":false,"raw_author_name":"Abdu Gumaei","raw_affiliation_strings":["Computer Science Department, Faculty of Applied Sciences, Taiz University, Taiz 6803, Yemen","Research Chair of Pervasive and Mobile Computing; Information Systems Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","Research Chair of Pervasive and Mobile Computing"],"raw_orcid":"https://orcid.org/0000-0001-8512-9687","affiliations":[{"raw_affiliation_string":"Computer Science Department, Faculty of Applied Sciences, Taiz University, Taiz 6803, Yemen","institution_ids":["https://openalex.org/I36197038"]},{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing; Information Systems Department, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Research Chair of Pervasive and Mobile Computing","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017023860"],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":3.565,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93063979,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9922999739646912,"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":0.965399980545044,"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/personality-psychology","display_name":"Personality psychology","score":0.7870470285415649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6361336708068848},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6267880797386169},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6003638505935669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5587984323501587},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.48437556624412537},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.480812668800354},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.47610363364219666},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46377745270729065},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4521702229976654},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.4455469846725464},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.43687355518341064},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4346757233142853},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4184337258338928},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3825254440307617},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32983067631721497},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3241513967514038},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2919895052909851},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13863617181777954}],"concepts":[{"id":"https://openalex.org/C25908422","wikidata":"https://www.wikidata.org/wiki/Q271716","display_name":"Personality psychology","level":3,"score":0.7870470285415649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6361336708068848},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6267880797386169},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6003638505935669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5587984323501587},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.48437556624412537},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.480812668800354},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.47610363364219666},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46377745270729065},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4521702229976654},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.4455469846725464},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.43687355518341064},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4346757233142853},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4184337258338928},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3825254440307617},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32983067631721497},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3241513967514038},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2919895052909851},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13863617181777954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5512241","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5512241","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5512241.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:858d8601d62e459da526e50c19b026b2","is_oa":true,"landing_page_url":"https://doaj.org/article/858d8601d62e459da526e50c19b026b2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5512241","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5512241","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2021/5512241.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320335726","display_name":"Deanship of Scientific Research, King Saud University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3154480178.pdf","grobid_xml":"https://content.openalex.org/works/W3154480178.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W53047643","https://openalex.org/W202319970","https://openalex.org/W1579997151","https://openalex.org/W1963898366","https://openalex.org/W1975970534","https://openalex.org/W1989538527","https://openalex.org/W2008964272","https://openalex.org/W2025737281","https://openalex.org/W2077504940","https://openalex.org/W2091155763","https://openalex.org/W2101234009","https://openalex.org/W2106358579","https://openalex.org/W2259070933","https://openalex.org/W2291868800","https://openalex.org/W2295030615","https://openalex.org/W2511318808","https://openalex.org/W2556888587","https://openalex.org/W2569938511","https://openalex.org/W2574513983","https://openalex.org/W2576686289","https://openalex.org/W2751120625","https://openalex.org/W2763191270","https://openalex.org/W2763585929","https://openalex.org/W2791730935","https://openalex.org/W2939288513","https://openalex.org/W2962902328","https://openalex.org/W3034317390","https://openalex.org/W3040966406","https://openalex.org/W4229749312","https://openalex.org/W4406284373","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2980729574","https://openalex.org/W1560851690","https://openalex.org/W3092047717","https://openalex.org/W3110772647","https://openalex.org/W4390881630","https://openalex.org/W2770162183","https://openalex.org/W2947721150","https://openalex.org/W2894231409","https://openalex.org/W3127365535","https://openalex.org/W2243805483"],"abstract_inverted_index":{"Nowadays,":[0],"there":[1],"is":[2,53],"a":[3,24,40],"digital":[4],"era,":[5],"where":[6],"social":[7],"media":[8],"sites":[9],"like":[10,82],"Facebook,":[11],"Google,":[12],"Twitter,":[13],"and":[14,61],"YouTube":[15],"are":[16],"used":[17],"by":[18],"the":[19,56,66,76,103,132],"majority":[20],"of":[21,26,43,50,65,131],"people,":[22],"generating":[23],"lot":[25],"textual":[27,31],"content.":[28],"The":[29,48],"user-generated":[30],"content":[32],"discloses":[33],"important":[34],"information":[35],"about":[36],"people\u2019s":[37],"personalities,":[38],"identifying":[39],"special":[41],"type":[42],"people":[44],"known":[45],"as":[46],"psychopaths.":[47],"aim":[49],"this":[51,108],"work":[52,68],"to":[54,93],"classify":[55],"input":[57,133],"text":[58,104,134],"into":[59,135],"psychopath":[60,136],"nonpsychopath":[62,138],"traits.":[63],"Most":[64],"existing":[67],"on":[69],"psychopath\u2019s":[70,100,121],"detection":[71,101,122],"has":[72],"been":[73],"performed":[74],"in":[75,102],"psychology":[77],"domain":[78],"using":[79],"traditional":[80],"approaches,":[81],"SRPIII":[83],"technique":[84],"with":[85,123],"limited":[86],"dataset":[87,126],"size.":[88],"Therefore,":[89],"it":[90],"motivates":[91],"us":[92],"build":[94],"an":[95,112,124],"advanced":[96,113],"computational":[97],"model":[98],"for":[99,120,128],"analytics":[105],"domain.":[106],"In":[107],"work,":[109],"we":[110],"investigate":[111],"deep":[114],"learning":[115],"technique,":[116],"namely,":[117],"attention-based":[118],"BILSTM":[119],"increased":[125],"size":[127],"efficient":[129],"classification":[130],"vs.":[137],"classes.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
