{"id":"https://openalex.org/W3000840221","doi":"https://doi.org/10.1145/3336191.3371865","title":"personality2vec: Enabling the Analysis of Behavioral Disorders in Social Networks","display_name":"personality2vec: Enabling the Analysis of Behavioral Disorders in Social Networks","publication_year":2020,"publication_date":"2020-01-20","ids":{"openalex":"https://openalex.org/W3000840221","doi":"https://doi.org/10.1145/3336191.3371865","mag":"3000840221"},"language":"en","primary_location":{"id":"doi:10.1145/3336191.3371865","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3336191.3371865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","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/A5056293251","display_name":"Amin Beheshti","orcid":"https://orcid.org/0000-0002-5988-5494"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Amin Beheshti","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072439952","display_name":"Vahid Moraveji-Hashemi","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vahid Moraveji-Hashemi","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038610232","display_name":"Shahpar Yakhchi","orcid":"https://orcid.org/0000-0003-3724-0457"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shahpar Yakhchi","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108234832","display_name":"Hamid Reza Motahari\u2010Nezhad","orcid":null},"institutions":[{"id":"https://openalex.org/I2799847335","display_name":"Art Institute of Portland","ror":"https://ror.org/01cb0jg64","country_code":"US","type":"education","lineage":["https://openalex.org/I2799847335","https://openalex.org/I2799969541"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamid Reza Motahari-Nezhad","raw_affiliation_strings":["EY AI Lab, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"EY AI Lab, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I2799847335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036915300","display_name":"Seyed Mohssen Ghafari","orcid":"https://orcid.org/0000-0002-9055-532X"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seyed Mohssen Ghafari","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009644404","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-4408-1952"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056293251"],"corresponding_institution_ids":["https://openalex.org/I99043593"],"apc_list":null,"apc_paid":null,"fwci":5.4672,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96093796,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"825","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T13283","display_name":"Mental Health Research Topics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.9815000295639038,"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/T10574","display_name":"Crime Patterns and Interventions","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6501684188842773},{"id":"https://openalex.org/keywords/crowd-psychology","display_name":"Crowd psychology","score":0.5556047558784485},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.5335702300071716},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43890684843063354},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"Behavioral modeling","score":0.43621766567230225},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43464523553848267},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4314749538898468},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.41967350244522095},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41465139389038086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34341785311698914},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2521372437477112},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22348907589912415},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14064350724220276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6501684188842773},{"id":"https://openalex.org/C44042526","wikidata":"https://www.wikidata.org/wiki/Q1355183","display_name":"Crowd psychology","level":2,"score":0.5556047558784485},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.5335702300071716},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43890684843063354},{"id":"https://openalex.org/C78639753","wikidata":"https://www.wikidata.org/wiki/Q3318160","display_name":"Behavioral modeling","level":2,"score":0.43621766567230225},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43464523553848267},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4314749538898468},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.41967350244522095},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41465139389038086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34341785311698914},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2521372437477112},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22348907589912415},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14064350724220276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3336191.3371865","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3336191.3371865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1241017059","https://openalex.org/W2111532324","https://openalex.org/W2123443295","https://openalex.org/W2124296369","https://openalex.org/W2163519263","https://openalex.org/W2167117133","https://openalex.org/W2250132166","https://openalex.org/W2767749111","https://openalex.org/W2888461748","https://openalex.org/W2889473110"],"related_works":["https://openalex.org/W2152238375","https://openalex.org/W3088948716","https://openalex.org/W432535052","https://openalex.org/W4210491229","https://openalex.org/W4384559558","https://openalex.org/W4285612255","https://openalex.org/W2075878881","https://openalex.org/W4285103312","https://openalex.org/W2013973943","https://openalex.org/W2354206928"],"abstract_inverted_index":{"Enabling":[0],"the":[1,35,55,68,96,123,160,178,196,200],"analysis":[2,36,56],"of":[3,37,39,57,151,180,195],"behavioral":[4,40,105,152,181],"disorders":[5,41,63,153,182],"over":[6,64,183],"time":[7],"in":[8,13,71,159,191],"social":[9,43,98,171],"networks,":[10],"can":[11,146],"help":[12],"suicide":[14],"prevention,":[15],"(school)":[16],"bullying":[17],"detection":[18],"and":[19,74,100,157,176],"extremist/criminal":[20],"activity":[21],"prediction.":[22],"In":[23],"this":[24,86],"paper,":[25],"we":[26,108],"present":[27,46],"a":[28,47,78,110,133,136,141,188],"novel":[29],"data":[30,99],"analytics":[31],"pipeline":[32],"to":[33,53,76,89,93,101,121,128,140,149,169,174,203,207],"enable":[34,54,170],"patterns":[38,179],"on":[42,117,187],"networks.":[44],"We":[45,66,84,164,185],"Social":[48],"Behavior":[49],"Graph":[50],"(sbGraph)":[51],"model,":[52],"factors":[58],"that":[59],"are":[60],"driving":[61],"behavior":[62,73],"time.":[65,184],"use":[67,85,129],"golden":[69],"standards":[70],"personality,":[72],"attitude":[75],"build":[77,122],"domain":[79,87,161],"specific":[80,162],"Knowledge":[81],"Base":[82],"(KB).":[83],"knowledge":[88],"design":[90],"cognitive":[91],"services":[92],"automatically":[94],"contextualize":[95],"raw":[97],"prepare":[102],"them":[103],"for":[104],"analytics.":[106],"Then":[107],"introduce":[109],"pattern-based":[111],"word":[112],"embedding":[113,131],"technique,":[114],"namely":[115],"personality2vec,":[116],"each":[118],"feature":[119,139],"extracted":[120],"sbGraph.":[124],"The":[125],"goal":[126,201],"is":[127,202],"mathematical":[130],"from":[132],"space":[134,144],"with":[135],"dimension":[137],"per":[138],"continuous":[142],"vector":[143],"which":[145],"be":[147],"mapped":[148],"classes":[150],"(such":[154],"as":[155],"cyber-bullying":[156],"radicalization)":[158],"KB.":[163],"implement":[165],"an":[166],"interactive":[167],"dashboard":[168],"network":[172],"analysts":[173],"analyze":[175],"understand":[177],"focus":[186],"motivating":[189],"scenario":[190],"Australian":[192],"government's":[193],"office":[194],"e-Safety":[197],"commissioner,":[198],"where":[199],"empowering":[204],"all":[205],"citizens":[206],"have":[208],"safer,":[209],"more":[210],"positive":[211],"experiences":[212],"online.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":15}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
