{"id":"https://openalex.org/W4404914611","doi":"https://doi.org/10.1109/mnet.2024.3508792","title":"Social Group Oriented Recommendation Systems in Wireless Edge-Empowered Metaverse","display_name":"Social Group Oriented Recommendation Systems in Wireless Edge-Empowered Metaverse","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4404914611","doi":"https://doi.org/10.1109/mnet.2024.3508792"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.2024.3508792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3508792","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"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 Network","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/A5015860952","display_name":"Xinping Li","orcid":"https://orcid.org/0000-0003-0251-8367"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinping Li","raw_affiliation_strings":["College of Textile and Clothing Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031221205","display_name":"Yan Hong","orcid":"https://orcid.org/0000-0003-2593-8815"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Hong","raw_affiliation_strings":["College of Textile and Clothing Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Textile and Clothing Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100691588","display_name":"Meng Zhang","orcid":"https://orcid.org/0009-0002-3140-7500"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Zhang","raw_affiliation_strings":["School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066409796","display_name":"Xiangpeng Xie","orcid":"https://orcid.org/0000-0003-4822-3134"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangpeng Xie","raw_affiliation_strings":["Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007296623","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-8073-2118"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043464306","display_name":"Song Guo","orcid":"https://orcid.org/0000-0001-9831-2202"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Song Guo","raw_affiliation_strings":["Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015860952"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34216548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"3","first_page":"270","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9291999936103821,"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":0.9291999936103821,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9025999903678894,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.7212272882461548},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5399970412254333},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5214642286300659},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4548810124397278},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42536279559135437},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3295630216598511},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3292306065559387},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29129892587661743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7212272882461548},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5399970412254333},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5214642286300659},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4548810124397278},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42536279559135437},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3295630216598511},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3292306065559387},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29129892587661743},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic 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":2,"locations":[{"id":"doi:10.1109/mnet.2024.3508792","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.2024.3508792","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"is_oa":false,"is_in_doaj":false,"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 Network","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-146886","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-146886","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4833552996","display_name":null,"funder_award_id":"61906129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":0,"referenced_works":[],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Metaverse":[0,43,61,74,173],"incorporates":[1],"a":[2,19,50,96,153,185],"variety":[3,186],"of":[4,30,70,99,139,148,187],"information":[5,101],"technologies":[6],"such":[7],"as":[8],"advanced":[9],"wireless":[10],"communications,":[11],"edge":[12],"computing":[13],"and":[14,22,32,63,179],"virtual":[15,24],"reality":[16],"to":[17,37,80,118,128,183],"create":[18,184],"multi-dimensional,":[20],"intelligent":[21],"powerful":[23],"world.":[25],"However,":[26],"the":[27,58,67,73,82,85,104,110,115,120,126,137,140,146,149,172],"large":[28,97],"number":[29],"products":[31,64,71],"user":[33,52,76],"groups":[34],"can":[35,169,180],"lead":[36],"difficulties":[38],"in":[39,72,93,102,160],"matching":[40,66],"users":[41,62,127],"with":[42,75,95,152],"products.":[44],"In":[45,78],"this":[46],"paper,":[47],"we":[48,144],"present":[49],"Metaverse-oriented":[51],"preference":[53],"recommendation":[54,89,111,121,141,150,189],"system":[55,151],"that":[56,84,165],"strengthens":[57],"connection":[59],"between":[60],"by":[65],"vast":[68],"array":[69],"preferences.":[77],"order":[79],"solve":[81],"problem":[83],"classical":[86],"collaborative":[87],"filtering":[88],"algorithm":[90,106,168],"is":[91,107,114],"inefficient":[92],"dealing":[94],"amount":[98],"multidimensional":[100],"Metaverse,":[103],"clustering":[105],"introduced":[108],"into":[109],"algorithm,":[112],"which":[113],"key":[116],"factor":[117],"deploy":[119],"system.":[122],"This":[123],"idea":[124],"allows":[125],"be":[129,181],"pre-classified":[130],"based":[131,156],"on":[132],"their":[133],"social":[134],"relationships,":[135],"improving":[136],"efficiency":[138],"algorithm.":[142],"Moreover,":[143],"enhance":[145],"performance":[147],"Density-Sensitive":[154],"Distance":[155],"Transformer":[157],"(DSD-Transformer)":[158],"framework":[159],"Metaverse.":[161],"Extensive":[162],"experiments":[163],"demonstrate":[164],"our":[166],"proposed":[167],"significantly":[170],"improve":[171],"experience":[174],"over":[175],"various":[176],"state-of-the-art":[177],"baselines,":[178],"used":[182],"product":[188],"systems.":[190]},"counts_by_year":[],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}