{"id":"https://openalex.org/W4406158198","doi":"https://doi.org/10.1109/tbdata.2024.3524830","title":"Tucker-Based High-Accuracy Multi-Modal Clustering for Social Information Network","display_name":"Tucker-Based High-Accuracy Multi-Modal Clustering for Social Information Network","publication_year":2025,"publication_date":"2025-01-08","ids":{"openalex":"https://openalex.org/W4406158198","doi":"https://doi.org/10.1109/tbdata.2024.3524830"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2024.3524830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3524830","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","raw_type":"journal-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/A5100640478","display_name":"Li Ren","orcid":"https://orcid.org/0009-0003-6139-0647"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ren Li","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034601329","display_name":"Huazhong Liu","orcid":"https://orcid.org/0000-0001-7813-5894"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huazhong Liu","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084243345","display_name":"Xiaotong Zhou","orcid":"https://orcid.org/0000-0002-6457-9715"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388796","display_name":"Jiawei Wang","orcid":"https://orcid.org/0000-0003-4752-5851"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Wang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086641506","display_name":"Jihong Ding","orcid":"https://orcid.org/0000-0002-2939-6171"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihong Ding","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University, Zhengzhou, China","School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756110","display_name":"Hua Li","orcid":"https://orcid.org/0000-0002-7306-8298"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Li","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100749842","display_name":"Yunfan Zhang","orcid":"https://orcid.org/0000-0003-3803-0996"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100640478"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01585728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"4","first_page":"1677","last_page":"1691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9664000272750854,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7891324758529663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7437936663627625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6745757460594177},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5882177948951721},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.4183260500431061},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.41010621190071106},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4087044596672058},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36964988708496094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3271336555480957},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.314322829246521},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.14832046627998352}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7891324758529663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7437936663627625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6745757460594177},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5882177948951721},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.4183260500431061},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.41010621190071106},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4087044596672058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36964988708496094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3271336555480957},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.314322829246521},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.14832046627998352},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2024.3524830","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2024.3524830","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1967066839","https://openalex.org/W1991042426","https://openalex.org/W2096683380","https://openalex.org/W2404761718","https://openalex.org/W2753870817","https://openalex.org/W2757727956","https://openalex.org/W2791529266","https://openalex.org/W2793318476","https://openalex.org/W2808465901","https://openalex.org/W2910231013","https://openalex.org/W2920770212","https://openalex.org/W2942755646","https://openalex.org/W2948336298","https://openalex.org/W2954734636","https://openalex.org/W2963181993","https://openalex.org/W2972788589","https://openalex.org/W2982471955","https://openalex.org/W2990601900","https://openalex.org/W2995786667","https://openalex.org/W2996973156","https://openalex.org/W3046317772","https://openalex.org/W3124462606","https://openalex.org/W3144613747","https://openalex.org/W3151473062","https://openalex.org/W3176694003","https://openalex.org/W3204405711","https://openalex.org/W3207498650","https://openalex.org/W4205371455","https://openalex.org/W4213418104","https://openalex.org/W4281871631","https://openalex.org/W4293057191","https://openalex.org/W4310225030","https://openalex.org/W4312235096","https://openalex.org/W4328027283","https://openalex.org/W4409883286"],"related_works":["https://openalex.org/W2491448268","https://openalex.org/W2559422900","https://openalex.org/W2892323093","https://openalex.org/W3144143113","https://openalex.org/W2394193399","https://openalex.org/W2181939267","https://openalex.org/W2390610678","https://openalex.org/W3071522575","https://openalex.org/W2363054820","https://openalex.org/W2160785859"],"abstract_inverted_index":{"With":[0],"the":[1,43,59,79,126,130,166],"explosion":[2],"of":[3,10,29,47,61,83,129],"social":[4,15,30,148,156,184],"media":[5],"platforms,":[6],"a":[7,67,104,115,140],"substantial":[8],"amount":[9],"data":[11,57,175],"is":[12,122],"generated":[13],"from":[14,38],"information":[16,31,149,185],"network.":[17,150],"Tensor-based":[18],"multi-modal":[19,49,69,84,142],"clustering":[20,50,70,135,143],"methods":[21,51,170],"have":[22],"been":[23],"widely":[24],"applied":[25],"in":[26],"various":[27],"scenarios":[28],"network":[32,186],"by":[33,55,124,187],"mining":[34],"potential":[35],"correlative":[36],"relationships":[37],"large-scale":[39],"heterogeneous":[40,174],"data.":[41],"Nevertheless,":[42],"accuracy":[44,80,179],"and":[45,58,72,81,114,144,160,168,180,190],"efficiency":[46,82,128,181],"tensor-based":[48],"are":[52],"seriously":[53],"restricted":[54],"noise":[56],"curse":[60],"dimensionality.":[62],"Therefore,":[63],"this":[64],"paper":[65],"presents":[66],"Tucker-based":[68,90,108,141],"(TuMC)":[71],"an":[73,119],"improved":[74],"TuMC":[75,116,167],"(ITuMC)":[76],"to":[77,96,132],"enhance":[78],"clustering.":[85],"First,":[86],"we":[87,102,138],"propose":[88],"two":[89],"attribute":[91],"weight":[92,98],"ranking":[93],"learning":[94],"approaches":[95],"calculate":[97],"tensor":[99,111],"efficiently.":[100],"Then,":[101],"present":[103,139],"calculation":[105,127],"approach":[106],"for":[107,147],"selective":[109],"weighted":[110],"distance":[112],"(SWTD)":[113],"method.":[117],"Meanwhile,":[118],"ITuMC":[120,169],"method":[121],"explored":[123],"optimizing":[125],"SWTD":[131],"further":[133],"improve":[134],"speed.":[136],"Finally,":[137],"service":[145],"framework":[146],"Extensive":[151],"experimental":[152],"results":[153],"based":[154],"on":[155],"Geolife":[157],"GPS":[158],"trajectory":[159],"electricity":[161],"consumption":[162],"datasets":[163],"demonstrate":[164],"that":[165],"can":[171],"cluster":[172],"multi-source":[173],"with":[176],"both":[177],"higher":[178],"under":[182],"complex":[183],"DVI,":[188],"AR":[189],"execution":[191],"time":[192],"measurement.":[193]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
