{"id":"https://openalex.org/W2118168768","doi":"https://doi.org/10.1145/1101149.1101342","title":"Putting active learning into multimedia applications","display_name":"Putting active learning into multimedia applications","publication_year":2005,"publication_date":"2005-11-06","ids":{"openalex":"https://openalex.org/W2118168768","doi":"https://doi.org/10.1145/1101149.1101342","mag":"2118168768"},"language":"en","primary_location":{"id":"doi:10.1145/1101149.1101342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1101149.1101342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual 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/A5036262724","display_name":"Mingyu Chen","orcid":"https://orcid.org/0000-0001-5113-754X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-yu Chen","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086047097","display_name":"Michael G. Christel","orcid":"https://orcid.org/0000-0002-2660-2515"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Christel","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107836252","display_name":"Alexander G. Hauptmann","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Hauptmann","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024680936","display_name":"Howard D. Wactlar","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Howard Wactlar","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8915,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.96722131,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"902","last_page":"911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.982200026512146,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9797999858856201,"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":0.8685312271118164},{"id":"https://openalex.org/keywords/thumbnail","display_name":"Thumbnail","score":0.7427631616592407},{"id":"https://openalex.org/keywords/storyboard","display_name":"Storyboard","score":0.6515419483184814},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.633711576461792},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.6250472664833069},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5746893882751465},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42618560791015625},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3951672315597534},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3896470069885254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3462623357772827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34136611223220825},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.24072998762130737},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10774889588356018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8685312271118164},{"id":"https://openalex.org/C160174412","wikidata":"https://www.wikidata.org/wiki/Q873806","display_name":"Thumbnail","level":3,"score":0.7427631616592407},{"id":"https://openalex.org/C2777080924","wikidata":"https://www.wikidata.org/wiki/Q334667","display_name":"Storyboard","level":2,"score":0.6515419483184814},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.633711576461792},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.6250472664833069},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5746893882751465},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42618560791015625},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3951672315597534},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3896470069885254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3462623357772827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34136611223220825},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.24072998762130737},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10774889588356018},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1101149.1101342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1101149.1101342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W5526034","https://openalex.org/W1480376833","https://openalex.org/W1508960934","https://openalex.org/W1514707997","https://openalex.org/W1554944419","https://openalex.org/W1978633512","https://openalex.org/W1988790447","https://openalex.org/W2009484134","https://openalex.org/W2025363509","https://openalex.org/W2072867274","https://openalex.org/W2089933214","https://openalex.org/W2102337314","https://openalex.org/W2112301781","https://openalex.org/W2138079527","https://openalex.org/W2138958193","https://openalex.org/W2139212933","https://openalex.org/W2141164413","https://openalex.org/W2155305908","https://openalex.org/W2160773354","https://openalex.org/W2166713160","https://openalex.org/W3193477162"],"related_works":["https://openalex.org/W2492710265","https://openalex.org/W2011506639","https://openalex.org/W137154299","https://openalex.org/W4240451687","https://openalex.org/W2095080241","https://openalex.org/W18668743","https://openalex.org/W2501702011","https://openalex.org/W1992770539","https://openalex.org/W2036741376","https://openalex.org/W2097389439"],"abstract_inverted_index":{"The":[0,40],"authors":[1],"developed":[2],"an":[3,107],"extensible":[4],"system":[5],"for":[6,34,46,58,99,140,152],"video":[7,36],"exploitation":[8],"that":[9,59],"puts":[10],"the":[11,66,81,84,88,103,112,126,134,178,184],"user":[12,41,104,179],"in":[13,29,110,148,162,181],"control":[14,182],"to":[15,118,145,158],"better":[16],"accommodate":[17],"novel":[18],"situations":[19],"and":[20,38,53,61,64,76,86,90,151,166,173,187],"source":[21],"material.":[22],"Visually":[23],"dense":[24],"displays":[25],"of":[26,49,83,125,137,143,171,183],"thumbnail":[27],"imagery":[28],"storyboard":[30],"views":[31],"are":[32,131],"used":[33],"shot-based":[35],"exploration":[37],"retrieval.":[39],"can":[42,105],"identify":[43],"a":[44,47,121,138,141,153],"need":[45],"class":[48],"audiovisual":[50],"detection,":[51],"adeptly":[52],"fluently":[54],"supply":[55],"training":[56,92],"material":[57],"class,":[60],"iteratively":[62,79,174],"evaluate":[63],"improve":[65],"resulting":[67],"automatic":[68],"classification":[69,113],"produced":[70],"via":[71],"multiple":[72],"modality":[73],"active":[74,108],"learning":[75],"SVM.":[77],"By":[78],"reviewing":[80],"output":[82],"classifier":[85,139],"updating":[87],"positive":[89],"negative":[91],"samples":[93],"with":[94],"less":[95],"effort":[96],"than":[97],"typical":[98],"relevance":[100],"feedback":[101],"systems,":[102],"play":[106],"role":[109],"directing":[111],"process":[114],"while":[115],"still":[116],"needing":[117],"truth":[119],"only":[120],"very":[122],"small":[123],"percentage":[124],"multimedia":[127,185],"data":[128],"set.":[129],"Examples":[130],"given":[132],"illustrating":[133],"iterative":[135],"creation":[136],"concept":[142,154],"interest":[144],"be":[146,159],"included":[147],"subsequent":[149],"investigations,":[150],"typically":[155],"deemed":[156],"irrelevant":[157],"weeded":[160],"out":[161],"follow-up":[163],"queries.":[164],"Filtering":[165],"browsing":[167,186],"tools":[168],"making":[169],"use":[170],"existing":[172],"added":[175],"concepts":[176],"put":[177],"further":[180],"retrieval":[188],"process.":[189]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}