{"id":"https://openalex.org/W1999144079","doi":"https://doi.org/10.1145/2072298.2072357","title":"Learning concept bundles for video search with complex queries","display_name":"Learning concept bundles for video search with complex queries","publication_year":2011,"publication_date":"2011-11-28","ids":{"openalex":"https://openalex.org/W1999144079","doi":"https://doi.org/10.1145/2072298.2072357","mag":"1999144079"},"language":"en","primary_location":{"id":"doi:10.1145/2072298.2072357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2072298.2072357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Multimedia","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/A5100603554","display_name":"Jin Yuan","orcid":"https://orcid.org/0000-0002-5803-6626"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Jin Yuan","raw_affiliation_strings":["School of computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003217535","display_name":"Zheng-Jun Zha","orcid":"https://orcid.org/0000-0003-2510-8993"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zheng-Jun Zha","raw_affiliation_strings":["School of computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031880780","display_name":"Yao-Tao Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yao-Tao Zheng","raw_affiliation_strings":["Institute for Infocomm Research of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377147","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0002-3094-7735"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["School of computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090238197","display_name":"Xiangdong Zhou","orcid":"https://orcid.org/0000-0002-4451-5327"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangdong Zhou","raw_affiliation_strings":["the department of Computing, Fudan University of China, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"the department of Computing, Fudan University of China, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat-Seng Chua","raw_affiliation_strings":["School of computing, National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100603554"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.5682,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.85329403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"453","last_page":"462"},"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/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"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8227691650390625},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.6577844619750977},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6290863752365112},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5739708542823792},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5372445583343506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3856457769870758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8227691650390625},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.6577844619750977},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6290863752365112},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5739708542823792},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5372445583343506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3856457769870758},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2072298.2072357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2072298.2072357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/40343","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/40343","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.831.6551","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.831.6551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lms.comp.nus.edu.sg/sites/default/files/publication-attachments/mfp31-yuan.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"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":47,"referenced_works":["https://openalex.org/W115432069","https://openalex.org/W1532325895","https://openalex.org/W1537942797","https://openalex.org/W1574901103","https://openalex.org/W1967447455","https://openalex.org/W1978920452","https://openalex.org/W2013988990","https://openalex.org/W2019162176","https://openalex.org/W2023707432","https://openalex.org/W2025363509","https://openalex.org/W2031823405","https://openalex.org/W2035363410","https://openalex.org/W2038721957","https://openalex.org/W2051065934","https://openalex.org/W2062879799","https://openalex.org/W2075484438","https://openalex.org/W2090912237","https://openalex.org/W2095609079","https://openalex.org/W2105535098","https://openalex.org/W2114206950","https://openalex.org/W2120887753","https://openalex.org/W2123539970","https://openalex.org/W2130903752","https://openalex.org/W2133850463","https://openalex.org/W2137117795","https://openalex.org/W2139882085","https://openalex.org/W2140406904","https://openalex.org/W2140948917","https://openalex.org/W2142126424","https://openalex.org/W2143104527","https://openalex.org/W2143854982","https://openalex.org/W2145833348","https://openalex.org/W2148809503","https://openalex.org/W2152878561","https://openalex.org/W2153677638","https://openalex.org/W2160039895","https://openalex.org/W2164736477","https://openalex.org/W2165897980","https://openalex.org/W2914740575","https://openalex.org/W2916453377","https://openalex.org/W4220749221","https://openalex.org/W4235505822","https://openalex.org/W4285719527","https://openalex.org/W4296262844","https://openalex.org/W6631834165","https://openalex.org/W6679469060","https://openalex.org/W6683390231"],"related_works":["https://openalex.org/W4312613015","https://openalex.org/W4384890880","https://openalex.org/W2001136280","https://openalex.org/W2515636624","https://openalex.org/W4296591829","https://openalex.org/W2347701390","https://openalex.org/W999420501","https://openalex.org/W3123401086","https://openalex.org/W2469151836","https://openalex.org/W4245577662"],"abstract_inverted_index":{"Classifiers":[0],"for":[1,27,237],"primitive":[2,61,82,131,147,179],"visual":[3,95],"concepts":[4,148,180],"like":[5,30],"\"car\",":[6],"\"sky\"":[7],"have":[8],"been":[9],"well":[10],"developed":[11],"and":[12,51,129,149,158,181,194,216,221,225,247],"widely":[13],"used":[14],"to":[15,92,144,163],"support":[16],"video":[17,65,190],"search":[18,66,235],"on":[19,119,188,218,244,249],"simple":[20],"queries.":[21],"However,":[22],"it":[23,138],"is":[24],"usually":[25],"ineffective":[26],"complex":[28,50,68,99,136,238],"queries":[29,239],"\"one":[31],"or":[32,38],"more":[33,49],"people":[34],"at":[35,213,241],"a":[36,41,72,113,135],"table":[37],"desk":[39],"with":[40,161],"computer":[42],"visible\",":[43],"as":[44,85],"they":[45],"carry":[46],"semantics":[47],"far":[48],"different":[52],"from":[53,176],"simply":[54],"aggregating":[55],"the":[56,94,98,124,164,173,209,227,234],"meanings":[57],"of":[58,67,97,229],"their":[59,155],"constituent":[60],"concepts.":[62,132],"To":[63,133],"facilitate":[64],"queries,":[69],"we":[70],"propose":[71],"higher-level":[73],"semantic":[74,159],"descriptor":[75],"named":[76],"\"concept":[77],"bundle\",":[78],"which":[79],"integrates":[80],"multiple":[81],"concepts,":[83],"such":[84],"\"(soccer,":[86],"fighting)\",":[87],"\"(lion,":[88],"hunting,":[89],"zebra)\"":[90],"etc,":[91],"describe":[93],"representation":[96],"semantics.":[100],"The":[101,166,197],"proposed":[102],"approach":[103,207],"first":[104],"automatically":[105],"selects":[106],"informative":[107],"concept":[108,115,127,150,182,204,230],"bundles.":[109,183],"It":[110],"then":[111],"builds":[112],"novel":[114],"bundle":[116,128,205],"classifier":[117,156],"based":[118],"multi-task":[120],"learning":[121,206],"by":[122,152,171,212,240],"exploiting":[123],"relatedness":[125,160],"between":[126],"its":[130],"model":[134],"query,":[137],"proposes":[139],"an":[140],"optimal":[141],"selection":[142],"strategy":[143],"select":[145],"related":[146],"bundles":[151,231],"considering":[153],"both":[154],"performance":[157,236],"respect":[162],"query.":[165],"final":[167],"results":[168,175,199],"are":[169,186],"generated":[170],"fusing":[172],"individual":[174],"these":[177],"selected":[178],"Extensive":[184],"experiments":[185],"conducted":[187],"two":[189],"datasets:":[191],"TRECVID":[192,219,245],"2008":[193,220,246],"YouTube":[195,222,250],"datasets.":[196,251],"experimental":[198],"indicate":[200],"that:":[201],"(a)":[202],"our":[203],"outperforms":[208],"state-of-the-art":[210],"methods":[211],"least":[214,242],"19%":[215],"29%":[217],"datasets,":[223],"respectively;":[224],"(b)":[226],"use":[228],"can":[232],"improve":[233],"37.5%":[243],"52%":[248]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}