{"id":"https://openalex.org/W3008927615","doi":"https://doi.org/10.1145/3366030.3366098","title":"Personality Estimation using Demographic Data in a Personality-based Recommender System","display_name":"Personality Estimation using Demographic Data in a Personality-based Recommender System","publication_year":2019,"publication_date":"2019-12-02","ids":{"openalex":"https://openalex.org/W3008927615","doi":"https://doi.org/10.1145/3366030.3366098","mag":"3008927615"},"language":"en","primary_location":{"id":"doi:10.1145/3366030.3366098","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366030.3366098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications &amp; Services","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/A5060962200","display_name":"Iman Paryudi","orcid":null},"institutions":[{"id":"https://openalex.org/I3129280579","display_name":"Pancasila University","ror":"https://ror.org/0062tve42","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129280579"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Iman Paryudi","raw_affiliation_strings":["Department of Informatics, Pancasila University, Jakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Pancasila University, Jakarta, Indonesia","institution_ids":["https://openalex.org/I3129280579"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076389857","display_name":"Ahmad Ashari","orcid":"https://orcid.org/0000-0003-1737-6752"},"institutions":[{"id":"https://openalex.org/I165230279","display_name":"Universitas Gadjah Mada","ror":"https://ror.org/03ke6d638","country_code":"ID","type":"education","lineage":["https://openalex.org/I165230279"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ahmad Ashari","raw_affiliation_strings":["Department of Computer Science and Electronics, Gadjah Mada University, Yogyakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electronics, Gadjah Mada University, Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I165230279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043499130","display_name":"A Min Tjoa","orcid":"https://orcid.org/0000-0002-8295-9252"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"A. Min Tjoa","raw_affiliation_strings":["Institute of Software Technology and Interactive Systems, Vienna University of Technology, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Software Technology and Interactive Systems, Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5429432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9945999979972839,"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":0.9871000051498413,"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/T12384","display_name":"Customer churn and segmentation","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8808351755142212},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7710490226745605},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.737290620803833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6928382515907288},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6653619408607483},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.47795772552490234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3836961090564728},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3628036379814148},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28165656328201294},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.19730061292648315},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18477597832679749}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8808351755142212},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7710490226745605},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.737290620803833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6928382515907288},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6653619408607483},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.47795772552490234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3836961090564728},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3628036379814148},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28165656328201294},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.19730061292648315},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18477597832679749}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3366030.3366098","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3366030.3366098","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Information Integration and Web-based Applications &amp; Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1600716602","https://openalex.org/W1979280215","https://openalex.org/W1979378757","https://openalex.org/W1995632010","https://openalex.org/W2018839122","https://openalex.org/W2033943395","https://openalex.org/W2035426972","https://openalex.org/W2071559616","https://openalex.org/W2100802868","https://openalex.org/W2108630796","https://openalex.org/W2137956815","https://openalex.org/W2138036987","https://openalex.org/W2145167064","https://openalex.org/W2156603052","https://openalex.org/W2162111811","https://openalex.org/W2171960770","https://openalex.org/W2187636840","https://openalex.org/W2282738454","https://openalex.org/W2308704067","https://openalex.org/W2560517272","https://openalex.org/W2572785390","https://openalex.org/W2760984695","https://openalex.org/W2790059753","https://openalex.org/W2899134262","https://openalex.org/W2998276394","https://openalex.org/W6606242859"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W1484355083","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2170391450","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622"],"abstract_inverted_index":{"Collaborative":[0],"filtering":[1],"in":[2,36,61,139],"a":[3,7,50],"recommender":[4],"system":[5,54],"has":[6],"weakness":[8],"called":[9],"cold":[10],"start":[11],"problem.":[12,92],"One":[13],"way":[14],"to":[15,79,89,113],"resolve":[16],"this":[17,46,91],"problem":[18,44],"is":[19,48],"by":[20,101,126],"using":[21,106],"personality":[22,84,97,115],"traits":[23,85,98,116],"that":[24,32,49,96],"can":[25],"be":[26,124,137],"automatically":[27],"predicted":[28],"from":[29,117],"the":[30,33,81,140],"status":[31,73],"users":[34],"write":[35,69],"social":[37,65],"media":[38,66],"like":[39],"Facebook":[40],"and":[41,67,86,103,130,145],"Twitter.":[42],"The":[43,121],"with":[45,74],"method":[47],"user":[51],"of":[52,83,128],"such":[53,118],"must":[55,68],"have":[56],"at":[57,62,70],"least":[58,63,71],"one":[59,64,72],"account":[60],"certain":[75],"length.":[76],"We":[77],"propose":[78],"use":[80],"combination":[82],"demographic":[87,119],"data":[88],"overcome":[90],"Previous":[93],"studies":[94],"reveal":[95],"are":[99],"influenced":[100],"age":[102],"gender.":[104],"By":[105],"these":[107],"findings,":[108],"we":[109],"will":[110,123,136],"build":[111],"models":[112],"predict":[114],"data.":[120],"modeling":[122],"conducted":[125],"means":[127],"classification":[129],"association":[131],"rule":[132],"methods.":[133],"Novel":[134],"domains":[135],"used":[138],"proposed":[141],"system,":[142],"namely":[143],"sports":[144],"hobbies.":[146]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
