{"id":"https://openalex.org/W1995981173","doi":"https://doi.org/10.1145/1816041.1816055","title":"Exploring large scale data for multimedia QA","display_name":"Exploring large scale data for multimedia QA","publication_year":2010,"publication_date":"2010-07-05","ids":{"openalex":"https://openalex.org/W1995981173","doi":"https://doi.org/10.1145/1816041.1816055","mag":"1995981173"},"language":"en","primary_location":{"id":"doi:10.1145/1816041.1816055","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1816041.1816055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5051332325","display_name":"Richang Hong","orcid":"https://orcid.org/0000-0001-5461-3986"},"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":"Richang Hong","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101820324","display_name":"Guangda Li","orcid":"https://orcid.org/0000-0002-4324-1213"},"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":"Guangda Li","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"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":"Liqiang Nie","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035112538","display_name":"Jinhui Tang","orcid":"https://orcid.org/0000-0001-9008-222X"},"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":"Jinhui Tang","raw_affiliation_strings":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"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":["National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":2.9902,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93170199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9993000030517578,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9957000017166138,"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":0.8540908694267273},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6819441914558411},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5390673279762268},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5378583669662476},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5218376517295837},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5099455118179321},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.474923700094223},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4598466157913208},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.45124977827072144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8540908694267273},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6819441914558411},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5390673279762268},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5378583669662476},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5218376517295837},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5099455118179321},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.474923700094223},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4598466157913208},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.45124977827072144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1816041.1816055","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1816041.1816055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/40881","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/40881","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332178","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1980150549","https://openalex.org/W1980949147","https://openalex.org/W1981673271","https://openalex.org/W1986697120","https://openalex.org/W2007972815","https://openalex.org/W2042708146","https://openalex.org/W2054890044","https://openalex.org/W2056021151","https://openalex.org/W2061308196","https://openalex.org/W2070959357","https://openalex.org/W2072828027","https://openalex.org/W2090254904","https://openalex.org/W2095609079","https://openalex.org/W2106989042","https://openalex.org/W2113607338","https://openalex.org/W2115661440","https://openalex.org/W2118519969","https://openalex.org/W2126614070","https://openalex.org/W2126631960","https://openalex.org/W2131965512","https://openalex.org/W2133850463","https://openalex.org/W2135543078","https://openalex.org/W2137758646","https://openalex.org/W2142126424","https://openalex.org/W2142295721","https://openalex.org/W2145400576","https://openalex.org/W2151103935","https://openalex.org/W2153195303","https://openalex.org/W2165232124","https://openalex.org/W2171121044","https://openalex.org/W4293004632"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"With":[0],"the":[1,8,24,32,98,111],"explosive":[2],"growth":[3],"of":[4,27],"multimedia":[5,10],"contents":[6],"on":[7,68,97],"internet,":[9],"search":[11,33],"has":[12],"become":[13],"more":[14,16],"and":[15,54,82,90],"important.":[17],"However,":[18],"users":[19],"are":[20],"often":[21],"bewildered":[22],"by":[23,31,49],"vast":[25],"quantity":[26],"information":[28],"content":[29,53],"returned":[30],"engines.":[34],"In":[35],"this":[36],"scenario,":[37],"Multimedia":[38],"Question-Answering":[39],"(MMQA)":[40],"emerges":[41],"as":[42,57,59],"a":[43,78],"way":[44],"to":[45,100],"return":[46],"precise":[47],"answers":[48],"leveraging":[50],"advanced":[51],"media":[52],"linguistic":[55],"analysis":[56],"well":[58],"domain":[60],"knowledge.":[61],"This":[62],"paper":[63],"performs":[64],"an":[65],"initial":[66],"study":[67,112],"exploring":[69],"large":[70],"scale":[71],"data":[72],"for":[73,115],"MMQA.":[74],"First,":[75],"we":[76],"construct":[77],"web":[79],"video":[80],"dataset":[81,99],"discuss":[83],"its":[84],"query":[85],"strategy,":[86],"statistics,":[87],"feature":[88],"description":[89],"groundtruth.":[91],"We":[92,108],"then":[93],"conduct":[94],"experiments":[95],"based":[96],"answer":[101],"definition":[102],"event":[103],"questions":[104],"using":[105],"three":[106],"schemes.":[107],"finally":[109],"conclude":[110],"with":[113],"discussion":[114],"future":[116],"work.":[117]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}