{"id":"https://openalex.org/W2115199306","doi":"https://doi.org/10.1109/cbmi.2013.6576561","title":"Evaluating sources and strategies for learning video concepts from social media","display_name":"Evaluating sources and strategies for learning video concepts from social media","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2115199306","doi":"https://doi.org/10.1109/cbmi.2013.6576561","mag":"2115199306"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2013.6576561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","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/A5013760914","display_name":"Svetlana Kordumova","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Svetlana Kordumova","raw_affiliation_strings":["Intelligent Systems Laboratory Amsterdam, University of Amsterdam, Netherlands","Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory Amsterdam, University of Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands#TAB#","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060270456","display_name":"Xirong Li","orcid":"https://orcid.org/0000-0002-0220-8310"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xirong Li","raw_affiliation_strings":["MOE Key Laboratory of DEKE, Renmin University of China, China","MOE Key Lab of DEKE, Renmin University of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MOE Key Laboratory of DEKE, Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"MOE Key Lab of DEKE, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024508073","display_name":"Cees G. M. Snoek","orcid":"https://orcid.org/0000-0001-9092-1556"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cees G. M. Snoek","raw_affiliation_strings":["Intelligent Systems Laboratory Amsterdam, University of Amsterdam, Netherlands","Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory Amsterdam, University of Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands#TAB#","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1051,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81905058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"91","last_page":"96"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9993000030517578,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9966999888420105,"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":0.7952970266342163},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6833423376083374},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6320002675056458},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6010864973068237},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6009668707847595},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4888981878757477},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.475688099861145},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44482195377349854},{"id":"https://openalex.org/keywords/internet-video","display_name":"Internet video","score":0.4415634274482727},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.37648478150367737},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37095749378204346},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3406509757041931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3193676173686981}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952970266342163},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6833423376083374},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6320002675056458},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6010864973068237},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6009668707847595},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4888981878757477},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.475688099861145},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44482195377349854},{"id":"https://openalex.org/C2779789524","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Internet video","level":3,"score":0.4415634274482727},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.37648478150367737},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37095749378204346},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3406509757041931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3193676173686981},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbmi.2013.6576561","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576561","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.310.4415","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.310.4415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.science.uva.nl/research/publications/2013/KordumovaIWCMI2013/kordumova_sources_strategies_cbmi2013.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6800000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1972853256","https://openalex.org/W1975878180","https://openalex.org/W1988091915","https://openalex.org/W1994694952","https://openalex.org/W2020446927","https://openalex.org/W2023520647","https://openalex.org/W2036931824","https://openalex.org/W2062903088","https://openalex.org/W2071731678","https://openalex.org/W2104158084","https://openalex.org/W2128678390","https://openalex.org/W2134380836","https://openalex.org/W2147491043","https://openalex.org/W2148809503","https://openalex.org/W2160933224","https://openalex.org/W2161258050","https://openalex.org/W2162685317","https://openalex.org/W2162762921","https://openalex.org/W2163674792","https://openalex.org/W2913081710","https://openalex.org/W6679227803","https://openalex.org/W6681829324","https://openalex.org/W6683892199"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2350807072","https://openalex.org/W2364562957","https://openalex.org/W2363925233","https://openalex.org/W2048639071","https://openalex.org/W1998527728","https://openalex.org/W3109116358","https://openalex.org/W3022809447","https://openalex.org/W4241563956","https://openalex.org/W4246292613"],"abstract_inverted_index":{"Learning":[0],"video":[1,27,66,99,123,168,182],"concept":[2,24,107],"detectors":[3,108],"from":[4,78,109,170],"social":[5,110],"media":[6],"sources,":[7],"such":[8],"as":[9,178],"Flickr":[10],"images":[11,161],"and":[12,37,68,156,187,193,198],"YouTube":[13],"videos,":[14],"has":[15,32,42],"the":[16,30,40,89,122,139,171,195],"potential":[17,31],"to":[18,64,87,154],"address":[19],"a":[20,98,163],"wide":[21],"variety":[22],"of":[23,105,130,147],"queries":[25],"for":[26,59,74,166,180],"search.":[28],"While":[29],"been":[33,43],"recognized":[34],"by":[35],"many,":[36],"progress":[38],"on":[39,138],"topic":[41],"impressive,":[44],"we":[45,92,126],"argue":[46],"that":[47],"two":[48,90],"key":[49],"questions,":[50,91],"i.e.,":[51],"What":[52,69],"visual":[53],"tagging":[54],"source":[55,165,197],"is":[56,103,136,184],"most":[57],"suited":[58],"selecting":[60,75,174],"positive":[61,76,131],"training":[62],"examples":[63,77,132,177],"learn":[65],"concepts?":[67],"strategy":[70,199],"should":[71],"be":[72,112,190],"used":[73],"tagged":[79,115,119,160],"sources?,":[80],"remain":[81],"open.":[82],"As":[83],"an":[84,94],"initial":[85],"attempt":[86],"answer":[88],"conduct":[93],"experimental":[95],"study":[96],"using":[97],"search":[100,124],"engine":[101,125],"which":[102],"capable":[104],"learning":[106,167,181],"media,":[111],"it":[113,188],"socially":[114,118],"videos":[116],"or":[117],"images.":[120],"Within":[121],"investigate":[127],"six":[128],"strategies":[129],"selection.":[133],"The":[134,150],"performance":[135],"evaluated":[137],"challenging":[140],"TRECVID":[141],"benchmark":[142],"2011":[143],"with":[144],"400":[145],"hours":[146],"Internet":[148],"videos.":[149],"new":[151],"experiments":[152],"lead":[153],"novel":[155],"nontrivial":[157],"findings:":[158],"(1)":[159],"are":[162],"better":[164],"concepts":[169,183],"web,":[172],"(2)":[173],"tag":[175],"relevant":[176],"positives":[179],"always":[185],"beneficial":[186],"can":[189],"done":[191],"automatically":[192],"(3)":[194],"best":[196],"compare":[200],"favorably":[201],"against":[202],"several":[203],"present-day":[204],"methods.":[205]},"counts_by_year":[{"year":2014,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}