{"id":"https://openalex.org/W2638539251","doi":"https://doi.org/10.1109/access.2017.2719018","title":"Personality Recognition on Social Media With Label Distribution Learning","display_name":"Personality Recognition on Social Media With Label Distribution Learning","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2638539251","doi":"https://doi.org/10.1109/access.2017.2719018","mag":"2638539251"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2719018","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2719018","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2719018","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102010940","display_name":"Di Xue","orcid":"https://orcid.org/0000-0003-1021-8102"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Xue","raw_affiliation_strings":["College of Command Information Systems, PLA University of Science and Technology, Nanjing, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0003-1021-8102","affiliations":[{"raw_affiliation_string":"College of Command Information Systems, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544973","display_name":"Hong Zheng","orcid":"https://orcid.org/0000-0001-8572-4347"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Hong","raw_affiliation_strings":["College of Command Information Systems, PLA University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Command Information Systems, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102312791","display_name":"Shize Guo","orcid":"https://orcid.org/0009-0002-9718-1321"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shize Guo","raw_affiliation_strings":["Institute of North Electronic Equipment, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of North Electronic Equipment, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549733","display_name":"Liang Gao","orcid":"https://orcid.org/0000-0002-0896-8177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang Gao","raw_affiliation_strings":["Institute of North Electronic Equipment, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of North Electronic Equipment, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102855832","display_name":"Lifa Wu","orcid":"https://orcid.org/0000-0002-5816-9795"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifa Wu","raw_affiliation_strings":["College of Command Information Systems, PLA University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Command Information Systems, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075877015","display_name":"Jinghua Zheng","orcid":"https://orcid.org/0000-0002-4603-4666"},"institutions":[{"id":"https://openalex.org/I4210097119","display_name":"PLA Electronic Engineering Institute","ror":"https://ror.org/00z0n4g71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210097119"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghua Zheng","raw_affiliation_strings":["Electronic Engineering Institute, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Engineering Institute, Hefei, China","institution_ids":["https://openalex.org/I4210097119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021008616","display_name":"Nan Zhao","orcid":"https://orcid.org/0000-0002-8119-4577"},"institutions":[{"id":"https://openalex.org/I4210131870","display_name":"Institute of Psychology, Chinese Academy of Sciences","ror":"https://ror.org/03j7v5j15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210131870"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhao","raw_affiliation_strings":["Institute of Psychology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Psychology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210131870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.8243,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.97820429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"5","issue":null,"first_page":"13478","last_page":"13488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9993000030517578,"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/T11040","display_name":"Personality Traits and Psychology","score":0.9993000030517578,"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/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9503999948501587,"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":0.767501175403595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6903426051139832},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6643478870391846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6434443593025208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6416773796081543},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5891294479370117},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.5075913667678833},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4951867163181305},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25518953800201416},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.21367844939231873},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1548837423324585}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.767501175403595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903426051139832},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6643478870391846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6434443593025208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6416773796081543},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5891294479370117},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.5075913667678833},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4951867163181305},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25518953800201416},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.21367844939231873},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1548837423324585},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2017.2719018","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2719018","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4e620fa3a7a44465b3d5d61ba0d406ee","is_oa":true,"landing_page_url":"https://doaj.org/article/4e620fa3a7a44465b3d5d61ba0d406ee","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":"IEEE Access, Vol 5, Pp 13478-13488 (2017)","raw_type":"article"},{"id":"pmh:oai:ir.psych.ac.cn:311026/21937","is_oa":true,"landing_page_url":"http://ir.psych.ac.cn/handle/311026/21937","pdf_url":null,"source":{"id":"https://openalex.org/S4377196583","display_name":"Institutional Repository of Institute of Psychology, Chinese Academy of Sciences (Institute of Psychology, Chinese Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210131870","host_organization_name":"Institute of Psychology, Chinese Academy of Sciences","host_organization_lineage":["https://openalex.org/I4210131870"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2719018","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2719018","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W37481676","https://openalex.org/W160561530","https://openalex.org/W163418743","https://openalex.org/W195567734","https://openalex.org/W1500874408","https://openalex.org/W1687618488","https://openalex.org/W1737668050","https://openalex.org/W1906474297","https://openalex.org/W1965803289","https://openalex.org/W1971183512","https://openalex.org/W1974073092","https://openalex.org/W1976692960","https://openalex.org/W1986714255","https://openalex.org/W1990666378","https://openalex.org/W1994745305","https://openalex.org/W2002295320","https://openalex.org/W2002715976","https://openalex.org/W2016916648","https://openalex.org/W2033878620","https://openalex.org/W2043354045","https://openalex.org/W2056068852","https://openalex.org/W2061322428","https://openalex.org/W2066454034","https://openalex.org/W2067451103","https://openalex.org/W2078055067","https://openalex.org/W2089809964","https://openalex.org/W2089844253","https://openalex.org/W2117241805","https://openalex.org/W2119595472","https://openalex.org/W2123457405","https://openalex.org/W2130164714","https://openalex.org/W2130815877","https://openalex.org/W2136264427","https://openalex.org/W2137702359","https://openalex.org/W2140907953","https://openalex.org/W2151175992","https://openalex.org/W2153803020","https://openalex.org/W2165312226","https://openalex.org/W2166906995","https://openalex.org/W2184061630","https://openalex.org/W2186830126","https://openalex.org/W2238172349","https://openalex.org/W2269669084","https://openalex.org/W2269758193","https://openalex.org/W2275596573","https://openalex.org/W2296594304","https://openalex.org/W2299277274","https://openalex.org/W2312763364","https://openalex.org/W2330485005","https://openalex.org/W2339881364","https://openalex.org/W2423024114","https://openalex.org/W2480710602","https://openalex.org/W2532755691","https://openalex.org/W2544158810","https://openalex.org/W2599743206","https://openalex.org/W4235138930","https://openalex.org/W4252674617","https://openalex.org/W4253209377","https://openalex.org/W6606489576","https://openalex.org/W6607926558","https://openalex.org/W6630084093","https://openalex.org/W6637457392","https://openalex.org/W6637807191","https://openalex.org/W6639817409","https://openalex.org/W6678932828","https://openalex.org/W6684183832","https://openalex.org/W6689959747","https://openalex.org/W6693988648","https://openalex.org/W6694232893","https://openalex.org/W6694398157"],"related_works":["https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2978974359","https://openalex.org/W2036556872","https://openalex.org/W2021183651","https://openalex.org/W2017590198","https://openalex.org/W2353191283"],"abstract_inverted_index":{"Personality":[0],"is":[1,21],"an":[2,18],"important":[3],"psychological":[4],"construct":[5],"accounting":[6],"for":[7],"individual":[8],"differences":[9],"in":[10,45,73,97,149],"people.":[11],"To":[12],"reliably,":[13],"validly,":[14],"and":[15,42,101,113,118,152],"efficiently":[16],"recognize":[17],"individual\u2019s":[19],"personality":[20,30,68,132],"a":[22,63,78],"worthwhile":[23],"goal;":[24],"however,":[25],"the":[26,52,129,142,147,153,165],"traditional":[27],"ways":[28],"of":[29,65,141],"assessment":[31],"through":[32],"self-report":[33],"inventories":[34],"or":[35],"interviews":[36],"conducted":[37],"by":[38],"psychologists":[39],"are":[40,104,125],"costly":[41],"less":[43],"practical":[44],"social":[46],"media":[47],"domains,":[48],"since":[49],"they":[50],"need":[51],"subjects":[53],"to":[54,58,94,127],"take":[55],"active":[56,108],"actions":[57],"cooperate.":[59],"This":[60],"paper":[61],"proposes":[62],"method":[64],"big":[66,130],"five":[67,131],"recognition":[69],"(PR)":[70],"from":[71,106],"microblog":[72],"Chinese":[74],"language":[75],"environments":[76],"with":[77],"new":[79],"machine":[80,122],"learning":[81,86,123],"paradigm":[82],"named":[83],"label":[84],"distribution":[85],"(LDL),":[87],"which":[88],"has":[89],"never":[90],"been":[91],"previously":[92],"reported":[93],"be":[95],"used":[96],"PR.":[98],"One":[99],"hundred":[100],"thirteen":[102],"features":[103],"extracted":[105],"994":[107],"Sina":[109],"Weibo":[110],"users\u2019":[111],"profiles":[112],"micro-blogs.":[114],"Eight":[115],"LDL":[116,144],"algorithms":[117,124],"nine":[119],"non-trivial":[120],"conventional":[121],"adopted":[126],"train":[128],"traits":[133],"prediction":[134],"models.":[135],"Experimental":[136],"results":[137],"show":[138],"that":[139],"two":[140],"proposed":[143],"approaches":[145],"outperform":[146],"others":[148],"predictive":[150,155],"ability,":[151],"most":[154],"one":[156],"also":[157],"achieves":[158],"relatively":[159],"higher":[160],"running":[161],"efficiency":[162],"among":[163],"all":[164],"algorithms.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}