{"id":"https://openalex.org/W3033625541","doi":"https://doi.org/10.1145/3372278.3391935","title":"An Interactive Learning System for Large-Scale Multimedia Analytics","display_name":"An Interactive Learning System for Large-Scale Multimedia Analytics","publication_year":2020,"publication_date":"2020-06-02","ids":{"openalex":"https://openalex.org/W3033625541","doi":"https://doi.org/10.1145/3372278.3391935","mag":"3033625541"},"language":"en","primary_location":{"id":"doi:10.1145/3372278.3391935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372278.3391935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.itu.dk/portal/da/publications/6943f898-477c-471c-9455-0a24859d386b","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073672034","display_name":"Omar Shahbaz Khan","orcid":"https://orcid.org/0000-0001-9720-3645"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Omar Shahbaz Khan","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073672034"],"corresponding_institution_ids":["https://openalex.org/I83467386"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05022854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"368","last_page":"372"},"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":0.9993000030517578,"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"}},"topics":[{"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":0.9983000159263611,"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":0.9958000183105469,"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":0.8383625745773315},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7181984782218933},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7161937952041626},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6905719041824341},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.6550843715667725},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6271646022796631},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6233815550804138},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.578022301197052},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5479200482368469},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4622950255870819},{"id":"https://openalex.org/keywords/interactive-media","display_name":"Interactive media","score":0.46032893657684326},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4561334252357483},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36075907945632935},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11323419213294983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383625745773315},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7181984782218933},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7161937952041626},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6905719041824341},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.6550843715667725},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6271646022796631},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6233815550804138},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.578022301197052},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5479200482368469},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4622950255870819},{"id":"https://openalex.org/C203004452","wikidata":"https://www.wikidata.org/wiki/Q1186952","display_name":"Interactive media","level":2,"score":0.46032893657684326},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4561334252357483},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36075907945632935},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11323419213294983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3372278.3391935","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372278.3391935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/6943f898-477c-471c-9455-0a24859d386b","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/6943f898-477c-471c-9455-0a24859d386b","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Khan, O S 2020, An Interactive Learning System for Large-Scale Multimedia Analytics. in ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery, Dublin, Ireland, pp. 368-372. https://doi.org/10.1145/3372278.3391935","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/6943f898-477c-471c-9455-0a24859d386b","is_oa":true,"landing_page_url":"https://pure.itu.dk/portal/da/publications/6943f898-477c-471c-9455-0a24859d386b","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Khan, O S 2020, An Interactive Learning System for Large-Scale Multimedia Analytics. in ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery, Dublin, Ireland, pp. 368-372. https://doi.org/10.1145/3372278.3391935","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W111392676","https://openalex.org/W1536741282","https://openalex.org/W1654865708","https://openalex.org/W1983071923","https://openalex.org/W1989085630","https://openalex.org/W1990821053","https://openalex.org/W2026693436","https://openalex.org/W2038684631","https://openalex.org/W2041934278","https://openalex.org/W2063729789","https://openalex.org/W2077815765","https://openalex.org/W2087499664","https://openalex.org/W2095569536","https://openalex.org/W2117539524","https://openalex.org/W2119728777","https://openalex.org/W2124509324","https://openalex.org/W2145065594","https://openalex.org/W2161451718","https://openalex.org/W2283838369","https://openalex.org/W2619383789","https://openalex.org/W2760390332","https://openalex.org/W2801036749","https://openalex.org/W2931065856","https://openalex.org/W2949640565","https://openalex.org/W2981650296","https://openalex.org/W2996830582","https://openalex.org/W3015549258","https://openalex.org/W4242473587","https://openalex.org/W4411688344"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":{"Analyzing":[0],"multimedia":[1,28],"collections":[2],"in":[3,42],"order":[4],"to":[5,53,79,101],"gain":[6],"insight":[7],"is":[8,45,49],"a":[9,50,71],"common":[10],"desire":[11],"amongst":[12],"industry":[13],"and":[14,35,59,65,90,96,104],"society.":[15],"Recent":[16],"research":[17,98],"has":[18],"shown":[19],"that":[20,46,77],"while":[21],"machines":[22],"are":[23],"getting":[24],"better":[25],"at":[26],"analyzing":[27],"data,":[29],"they":[30],"still":[31],"lack":[32],"the":[33,55,63,68,81,88],"understanding":[34],"flexibility":[36],"of":[37,67,83],"humans.":[38],"A":[39],"central":[40],"conjecture":[41],"Multimedia":[43],"Analytics":[44],"interactive":[47,74],"learning":[48,75],"key":[51],"method":[52],"bridge":[54],"gap":[56],"between":[57],"human":[58],"machine.":[60],"We":[61,86],"investigate":[62],"requirements":[64],"design":[66],"Exquisitor":[69],"system,":[70],"very":[72],"large-scale":[73],"system":[76],"aims":[78],"verify":[80],"validity":[82],"this":[84],"conjecture.":[85],"describe":[87],"architecture":[89],"initial":[91],"scalability":[92],"results":[93],"for":[94],"Exquisitor,":[95],"propose":[97],"directions":[99],"related":[100],"both":[102],"performance":[103],"result":[105],"quality.":[106]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
