{"id":"https://openalex.org/W2162272882","doi":"https://doi.org/10.1145/1282280.1282290","title":"Online video recommendation based on multimodal fusion and relevance feedback","display_name":"Online video recommendation based on multimodal fusion and relevance feedback","publication_year":2007,"publication_date":"2007-07-09","ids":{"openalex":"https://openalex.org/W2162272882","doi":"https://doi.org/10.1145/1282280.1282290","mag":"2162272882"},"language":"en","primary_location":{"id":"doi:10.1145/1282280.1282290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","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/A5028694889","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0003-1927-8419"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Tsinghua University, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017597537","display_name":"Tao Mei","orcid":"https://orcid.org/0000-0003-2497-7732"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Mei","raw_affiliation_strings":["Microsoft Research Asia, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024965898","display_name":"Xian\u2010Sheng Hua","orcid":"https://orcid.org/0000-0002-8232-5049"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian-Sheng Hua","raw_affiliation_strings":["Microsoft Research Asia, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100860846","display_name":"Linjun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjun Yang","raw_affiliation_strings":["Microsoft Research Asia, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024669831","display_name":"Shiqiang Yang","orcid":"https://orcid.org/0000-0001-5356-4094"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi-Qiang Yang","raw_affiliation_strings":["Tsinghua University, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, P. R. China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061131131","display_name":"Mingjing Li","orcid":"https://orcid.org/0000-0002-5290-8104"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjing Li","raw_affiliation_strings":["Microsoft Research Asia, Beijing, P. R. China"],"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, P. R. China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028694889"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":8.7632,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.98084241,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9973999857902527,"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/relevance","display_name":"Relevance (law)","score":0.8332427144050598},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8231126070022583},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.6678328514099121},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6143725514411926},{"id":"https://openalex.org/keywords/online-video","display_name":"Online video","score":0.591446042060852},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5900628566741943},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5562922358512878},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4854157865047455},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4732300043106079},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4374805986881256},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.43589097261428833},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2237667739391327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20176929235458374},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.1955225169658661},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11532115936279297}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8332427144050598},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8231126070022583},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.6678328514099121},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6143725514411926},{"id":"https://openalex.org/C2988167200","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Online video","level":2,"score":0.591446042060852},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5900628566741943},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5562922358512878},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4854157865047455},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4732300043106079},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4374805986881256},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.43589097261428833},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2237667739391327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20176929235458374},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.1955225169658661},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11532115936279297},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1282280.1282290","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1282280.1282290","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM international conference on Image and video retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W39868865","https://openalex.org/W116955694","https://openalex.org/W123942013","https://openalex.org/W1660390307","https://openalex.org/W1917458468","https://openalex.org/W1972442292","https://openalex.org/W1994271853","https://openalex.org/W2005422315","https://openalex.org/W2101498401","https://openalex.org/W2113780304","https://openalex.org/W2120194878","https://openalex.org/W2120529071","https://openalex.org/W2147069236","https://openalex.org/W2341865734"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2110287964","https://openalex.org/W2167701463","https://openalex.org/W4307407935"],"abstract_inverted_index":{"With":[0],"Internet":[1],"delivery":[2],"of":[3,22,70,91,98,113,127,172,212],"video":[4,11,52,65,71,83,108,122,214],"content":[5,38,72],"surging":[6],"to":[7,26,40,137,159,183],"an":[8,63,191],"un-precedented":[9],"level,":[10],"recommendation":[12,53,84,215],"has":[13],"become":[14],"a":[15,49,89,169],"very":[16],"popular":[17],"online":[18,51,64,207],"service.":[19],"The":[20],"capability":[21],"recommending":[23],"relevant":[24,37,94],"videos":[25,95,185,196],"targeted":[27],"users":[28],"can":[29],"alleviate":[30],"users'":[31,150,173,187],"efforts":[32],"on":[33,56,194],"finding":[34,88],"the":[35,92,103,111,128,210],"most":[36,93],"according":[39],"their":[41],"current":[42],"viewings":[43],"or":[44],"preferences.":[45],"This":[46],"paper":[47],"presents":[48],"novel":[50],"system":[54,180],"based":[55],"multimodal":[57,99,104,161],"fusion":[58,157],"and":[59,73,81,116,144],"relevance":[60,105,129,135,162],"feedback.":[61],"Given":[62],"document,":[66],"which":[67,168],"usually":[68],"consists":[69],"related":[74],"information":[75],"(such":[76],"as":[77,87,110,153,155],"query,":[78],"title,":[79],"tags,":[80],"surroundings),":[82],"is":[85,175,181],"formulated":[86],"list":[90],"in":[96,167],"terms":[97],"relevance.":[100,118],"We":[101,189],"express":[102],"between":[106],"two":[107],"documents":[109,123],"combination":[112],"textual,":[114],"visual,":[115],"aural":[117],"Furthermore,":[119],"since":[120],"different":[121,125,147],"have":[124],"weights":[126],"for":[130],"three":[131],"modalities,":[132],"we":[133],"adopt":[134],"feedback":[136],"automatically":[138],"adjust":[139],"intra-weights":[140],"within":[141],"each":[142],"modality":[143],"inter-weights":[145],"among":[146],"modalities":[148],"by":[149,198],"click-though":[151],"data,":[152],"well":[154],"attention":[156],"function":[158],"fuse":[160],"together.":[163],"Unlike":[164],"traditional":[165],"recommenders":[166],"sufficient":[170],"collection":[171],"profiles":[174],"assumed":[176],"available,":[177],"this":[178],"proposed":[179],"able":[182],"recommend":[184],"without":[186],"profiles.":[188],"conducted":[190],"extensive":[192],"experiment":[193],"20":[195],"searched":[197],"top":[199],"10":[200],"representative":[201],"queries":[202],"from":[203],"more":[204],"than":[205],"13k":[206],"videos,":[208],"reported":[209],"effectiveness":[211],"our":[213],"system.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":9},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}