{"id":"https://openalex.org/W4393131432","doi":"https://doi.org/10.1007/s44230-024-00065-3","title":"Ontology-Based Enneagram Personality Prediction System","display_name":"Ontology-Based Enneagram Personality Prediction System","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393131432","doi":"https://doi.org/10.1007/s44230-024-00065-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44230-024-00065-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00065-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00065-3.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00065-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084095574","display_name":"Esraa Abdelhamid","orcid":"https://orcid.org/0000-0002-0690-3839"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Esraa Abdelhamid","raw_affiliation_strings":["Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113007468","display_name":"Sally Ismail","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sally Ismail","raw_affiliation_strings":["Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074551690","display_name":"Mostafa Aref","orcid":"https://orcid.org/0000-0002-1278-0070"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mostafa Aref","raw_affiliation_strings":["Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Computer Science, Faculty of Computer and Information Science, Ain Shams University, Abbasia, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084095574"],"corresponding_institution_ids":["https://openalex.org/I107720978"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04475625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":"2","first_page":"278","last_page":"285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9593999981880188,"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":0.9593999981880188,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11040","display_name":"Personality Traits and Psychology","score":0.9553999900817871,"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","display_name":"Personality","score":0.8503656387329102},{"id":"https://openalex.org/keywords/personality-psychology","display_name":"Personality psychology","score":0.8183560371398926},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6383243799209595},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5211513042449951},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5110546350479126},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3705042898654938},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3478485941886902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3201999068260193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.261366069316864}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.8503656387329102},{"id":"https://openalex.org/C25908422","wikidata":"https://www.wikidata.org/wiki/Q271716","display_name":"Personality psychology","level":3,"score":0.8183560371398926},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6383243799209595},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5211513042449951},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5110546350479126},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3705042898654938},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3478485941886902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3201999068260193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.261366069316864}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44230-024-00065-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00065-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00065-3.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:afbe15053b0944ca8cbf818c378bcfa5","is_oa":true,"landing_page_url":"https://doaj.org/article/afbe15053b0944ca8cbf818c378bcfa5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Human-Centric Intelligent Systems, Vol 4, Iss 2, Pp 278-285 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44230-024-00065-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-024-00065-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-024-00065-3.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393131432.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W585504985","https://openalex.org/W1654805921","https://openalex.org/W2062516960","https://openalex.org/W2118076585","https://openalex.org/W2299277274","https://openalex.org/W2784934784","https://openalex.org/W2786411768","https://openalex.org/W2811371320","https://openalex.org/W2974229477","https://openalex.org/W3009272557","https://openalex.org/W3022530986","https://openalex.org/W3206818756","https://openalex.org/W4200048387","https://openalex.org/W4220808645","https://openalex.org/W4287514939","https://openalex.org/W4327796592","https://openalex.org/W4382202519"],"related_works":["https://openalex.org/W606758982","https://openalex.org/W2359937039","https://openalex.org/W2593100104","https://openalex.org/W3212905955","https://openalex.org/W2242292706","https://openalex.org/W1552792398","https://openalex.org/W2387397060","https://openalex.org/W2351639388","https://openalex.org/W4250451749","https://openalex.org/W2494299912"],"abstract_inverted_index":{"Abstract":[0],"Researchers":[1],"are":[2,106],"keen":[3],"on":[4],"finding":[5],"out":[6],"about":[7],"people\u2019s":[8],"emotions":[9],"and":[10,21,31,91,127,153,166],"interests.":[11],"Personality":[12,145],"prediction":[13,36,119,146],"helps":[14],"in":[15,24],"this":[16],"issue.":[17],"Recognizing":[18],"consumers\u2019":[19],"sentiments":[20],"desires":[22,90],"assists":[23],"the":[25,71,76,97,111,140,143,148,175,182],"development":[26],"of":[27,142,147],"better":[28],"recommendation":[29],"systems":[30,37],"dating":[32],"applications.":[33],"Previous":[34],"personality":[35,41,54,84,118,125,141,170,188],"studies":[38],"had":[39],"shown":[40],"theories":[42],"such":[43],"as":[44],"Big":[45],"Five":[46],"Traits,":[47],"Three":[48],"Factor":[49],"Model,":[50],"etc.":[51],"More":[52],"informative":[53],"model":[55,126],"is":[56,66,81,96,121,160,174,178,181],"required":[57],"because":[58,113],"it":[59,114],"offers":[60],"a":[61,82,101,154,194],"greater":[62],"understanding.":[63],"The":[64,93,157,168,191],"target":[65],"enabling":[67],"machines":[68],"to":[69,99,109,138,185,197],"understand":[70],"person":[72],"more":[73],"deeply":[74],"than":[75],"previously":[77],"used":[78],"models.":[79],"Enneagram":[80,103,117,124,149,187,199],"distinct":[83],"theory":[85],"which":[86,177],"demonstrates":[87],"personalities\u2019":[88],"motivations,":[89],"fears.":[92],"questionnaire-based":[94],"exam":[95,112],"way":[98],"inform":[100],"person\u2019s":[102],"personality.":[104,200],"People":[105],"not":[107,132],"motivated":[108],"complete":[110],"takes":[115],"time.":[116],"system":[120],"presented":[122],"utilizing":[123],"Twitter":[128],"text.":[129,190],"This":[130,180],"does":[131],"require":[133],"any":[134],"time":[135],"or":[136],"effort":[137],"predict":[139,186,198],"Enneagram.":[144],"applies":[150],"ontology,":[151],"lexicon":[152],"statistical":[155],"method.":[156],"system\u2019s":[158],"performance":[159],"evaluated":[161],"using":[162],"precision,":[163],"recall,":[164],"f1-score,":[165],"accuracy.":[167],"highest":[169],"type":[171],"recall":[172],"output":[173],"Enthusiast":[176],"95%.":[179],"first":[183],"technique":[184],"from":[189],"result":[192],"indicates":[193],"good":[195],"start":[196]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}