{"id":"https://openalex.org/W2549231379","doi":"https://doi.org/10.1109/isi.2016.7745473","title":"Social role clustering with topic model","display_name":"Social role clustering with topic model","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2549231379","doi":"https://doi.org/10.1109/isi.2016.7745473","mag":"2549231379"},"language":"en","primary_location":{"id":"doi:10.1109/isi.2016.7745473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2016.7745473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Intelligence and Security Informatics (ISI)","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/A5101398486","display_name":"Jie Bai","orcid":"https://orcid.org/0000-0002-8965-2253"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Bai","raw_affiliation_strings":["School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004618782","display_name":"Linjing Li","orcid":"https://orcid.org/0000-0002-8737-099X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjing Li","raw_affiliation_strings":["The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038521974","display_name":"Daniel Zeng","orcid":"https://orcid.org/0000-0002-9046-222X"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Daniel Zeng","raw_affiliation_strings":["Department of Management of Information Systems, The University of Arizona, USA","School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management of Information Systems, The University of Arizona, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021554615","display_name":"Junjie Lin","orcid":"https://orcid.org/0000-0001-7741-869X"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Lin","raw_affiliation_strings":["School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, University of Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"211","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.8115427494049072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7960505485534668},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.750796914100647},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5841009020805359},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.51167893409729},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3807002604007721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3703572750091553},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3547246754169464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3446207046508789},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24924412369728088},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.15413782000541687}],"concepts":[{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.8115427494049072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7960505485534668},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.750796914100647},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5841009020805359},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.51167893409729},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3807002604007721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3703572750091553},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3547246754169464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3446207046508789},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24924412369728088},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.15413782000541687},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi.2016.7745473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi.2016.7745473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Intelligence and Security Informatics (ISI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1535065339","https://openalex.org/W1547561528","https://openalex.org/W1834540582","https://openalex.org/W1880262756","https://openalex.org/W1992440927","https://openalex.org/W2149288670","https://openalex.org/W4231510805","https://openalex.org/W6631875860","https://openalex.org/W6632663641","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"In":[0,80],"this":[1,68,81,103],"paper,":[2],"we":[3,106],"propose":[4],"a":[5,22,51,71,120],"new":[6],"role":[7,116],"analyzing":[8,49],"paradigm":[9],"for":[10],"social":[11,46,115,123],"networks":[12],"enlightened":[13],"by":[14,55],"topic":[15,109],"modeling,":[16],"which":[17,74,97],"can":[18],"be":[19],"adopted":[20],"as":[21,32,50,88,95],"primitive":[23],"building":[24],"block":[25],"in":[26,70],"various":[27],"security":[28],"related":[29],"tasks,":[30],"such":[31],"hidden":[33],"community":[34],"finding,":[35],"important":[36],"person":[37],"recognizing":[38],"and":[39,59],"so":[40],"on.":[41],"We":[42,65],"first":[43],"present":[44],"the":[45,57,60,83,91,99,114,127],"network":[47,53,69,124],"under":[48],"heterogeneous":[52],"constructed":[54],"both":[56],"users":[58,92],"subjects":[61,84],"discussed":[62,85],"among":[63],"them.":[64],"then":[66],"view":[67],"Bag-of-Users":[72],"schema,":[73,82],"mimics":[75],"its":[76],"classical":[77],"Bag-of-Words":[78],"counterpart.":[79],"are":[86,93],"treated":[87,94],"\u201cdocuments\u201d":[89],"while":[90],"\u201cwords\u201d":[96],"construct":[98],"\u201cdocuments\u201d.":[100],"Based":[101],"on":[102,119],"novel":[104],"presentation,":[105],"finally":[107],"apply":[108],"modeling":[110],"technology":[111],"to":[112],"perform":[113],"clustering.":[117],"Experiments":[118],"practical":[121],"security-related":[122],"dataset":[125],"prove":[126],"effectiveness":[128],"of":[129],"our":[130],"approach.":[131]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}