{"id":"https://openalex.org/W4412367173","doi":"https://doi.org/10.1109/tbc.2025.3583989","title":"Novel Distributed Multimedia Recommendation Systems Using Personalized Information","display_name":"Novel Distributed Multimedia Recommendation Systems Using Personalized Information","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4412367173","doi":"https://doi.org/10.1109/tbc.2025.3583989"},"language":"en","primary_location":{"id":"doi:10.1109/tbc.2025.3583989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2025.3583989","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Transactions on Broadcasting","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/A5002859892","display_name":"Shih Yu Chang","orcid":"https://orcid.org/0000-0002-3576-0021"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shih Yu Chang","raw_affiliation_strings":["Department of Applied Data Science, San Jose State University, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3576-0021","affiliations":[{"raw_affiliation_string":"Department of Applied Data Science, San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040614086","display_name":"Hsiao\u2010Chun Wu","orcid":"https://orcid.org/0000-0002-0178-1246"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiao-Chun Wu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0178-1246","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091617684","display_name":"Kun Yan","orcid":"https://orcid.org/0000-0002-2811-3758"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Yan","raw_affiliation_strings":["Department of Information and Telecommunication, Guangxi Key Laboratory of Wireless Wideband Communication and Signal Processing, Guilin University of Electronic Technology, Guilin, Guangxi, China","Guangxi Key Laboratory of Wireless Wideband Communication and Signal Processing and the Department of Information and Telecommunication, Guilin University of Electronic Technology, Guilin, Guangxi, China"],"raw_orcid":"https://orcid.org/0000-0002-2811-3758","affiliations":[{"raw_affiliation_string":"Department of Information and Telecommunication, Guangxi Key Laboratory of Wireless Wideband Communication and Signal Processing, Guilin University of Electronic Technology, Guilin, Guangxi, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"Guangxi Key Laboratory of Wireless Wideband Communication and Signal Processing and the Department of Information and Telecommunication, Guilin University of Electronic Technology, Guilin, Guangxi, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012720554","display_name":"Scott C.-H. Huang","orcid":"https://orcid.org/0000-0001-9896-1325"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Scott Chih-Hao Huang","raw_affiliation_strings":["Department of Electrical Engineering, National Tsinghua University, Hsinchu, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-9896-1325","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tsinghua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084103888","display_name":"Yiyan Wu","orcid":"https://orcid.org/0000-0001-8890-5389"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiyan Wu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Western University, London, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8890-5389","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Western University, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23357405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"72","issue":"1","first_page":"144","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9567999839782715,"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":0.9567999839782715,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7292366623878479},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.7290682792663574},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.47707879543304443},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2846068739891052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292366623878479},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.7290682792663574},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.47707879543304443},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2846068739891052}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbc.2025.3583989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbc.2025.3583989","pdf_url":null,"source":{"id":"https://openalex.org/S100142436","display_name":"IEEE Transactions on Broadcasting","issn_l":"0018-9316","issn":["0018-9316","1557-9611"],"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 Transactions on Broadcasting","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2219390867","display_name":null,"funder_award_id":"NSFC 62101147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5096336745","display_name":null,"funder_award_id":"113-2221-E-007-098","funder_id":"https://openalex.org/F4320331164","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G8684736415","display_name":"Collaborative Research: Novel Robust Continuous Time-Efficient Biometric Profiling and Authentication Using Multispectral Photoplethysmography","funder_award_id":"2335150","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320331164","display_name":"National Science and Technology Council","ror":"https://ror.org/00wnb9798"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1893754589","https://openalex.org/W2009952684","https://openalex.org/W2033500845","https://openalex.org/W2042281163","https://openalex.org/W2123820077","https://openalex.org/W2134636699","https://openalex.org/W2233419371","https://openalex.org/W2605350416","https://openalex.org/W3016632787","https://openalex.org/W3038620866","https://openalex.org/W3185904346","https://openalex.org/W4205855417","https://openalex.org/W4206014471","https://openalex.org/W4210334834","https://openalex.org/W4226210383","https://openalex.org/W4229597915","https://openalex.org/W4285265305","https://openalex.org/W4287847056","https://openalex.org/W4293452925","https://openalex.org/W4378804622","https://openalex.org/W4385882083","https://openalex.org/W4386025743","https://openalex.org/W4401164354","https://openalex.org/W4402716168","https://openalex.org/W4404577086"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,52,113,140],"propose":[4,53],"a":[5,115,142,184],"novel":[6,143,180],"distributed":[7],"multimedia":[8],"recommendation":[9,30,128],"system":[10,111,129,193],"(DMRS)":[11],"to":[12,54,68,83,147,196],"address":[13,34],"personalized":[14,97],"preference":[15],"by":[16,71,103],"use":[17],"of":[18,40,88,126,160,177],"the":[19,49,65,76,80,86,89,96,110,123,127,149,155,175,188,192,197],"matrix-sketching":[20,81],"approach":[21],"for":[22],"dimensionality":[23,87],"reduction":[24],"and":[25,37,78,130,135,171,191],"local":[26,56,61,136],"information":[27,57,63],"updates.":[28,138],"Conventional":[29],"systems":[31],"can":[32,100],"hardly":[33],"scalability,":[35],"privacy,":[36],"robustness,":[38],"all":[39],"which":[41,121],"are":[42],"very":[43],"important":[44],"in":[45,106,158,182],"practice.":[46],"To":[47,108],"combat":[48],"aforementioned":[50],"challenges,":[51],"incorporate":[55],"updates":[58],"based":[59],"on":[60,168],"private":[62],"at":[64],"client":[66],"side":[67],"protect":[69],"privacy":[70,198],"restricting":[72],"users\u2019":[73,104],"data":[74,93,173],"from":[75],"server":[77],"utilize":[79],"scheme":[82],"further":[84],"reduce":[85],"global":[90],"user-item":[91],"interaction":[92],"so":[94],"that":[95],"(distributed)":[98],"recommendations":[99],"be":[101],"made":[102],"devices":[105],"local.":[107],"evaluate":[109],"performance,":[112],"define":[114],"new":[116],"robustness":[117,151,194],"measure,":[118],"namely":[119],"\u03f5-robustness,":[120],"quantifies":[122],"performance":[124],"consistency":[125],"involves":[131],"both":[132,169],"sketching":[133],"errors":[134],"rating":[137],"Furthermore,":[139],"introduce":[141],"randomized":[144],"matrix-factorization":[145],"algorithm":[146],"achieve":[148],"desired":[150],"while":[152],"still":[153],"maintaining":[154],"interaction-data":[156,189],"fidelity":[157,190],"terms":[159],"normalized":[161],"root-mean-square":[162],"error":[163],"(NRMSE).":[164],"Our":[165],"experimental":[166],"results":[167],"simulated":[170],"real-world":[172],"demonstrate":[174],"effectiveness":[176],"our":[178],"proposed":[179],"DMRS":[181],"attaining":[183],"good":[185],"balance":[186],"between":[187],"subject":[195],"protection.":[199]},"counts_by_year":[],"updated_date":"2026-03-09T07:00:12.390032","created_date":"2025-10-10T00:00:00"}
