{"id":"https://openalex.org/W2012538890","doi":"https://doi.org/10.1007/s11042-013-1742-z","title":"High-level semantic image annotation based on hot Internet topics","display_name":"High-level semantic image annotation based on hot Internet topics","publication_year":2013,"publication_date":"2013-11-07","ids":{"openalex":"https://openalex.org/W2012538890","doi":"https://doi.org/10.1007/s11042-013-1742-z","mag":"2012538890"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-013-1742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-013-1742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-013-1742-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-013-1742-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102020015","display_name":"Xiaoru Wang","orcid":"https://orcid.org/0000-0001-7171-2783"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoru Wang","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100663187","display_name":"Junping Du","orcid":"https://orcid.org/0000-0001-8590-3767"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junping Du","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068510937","display_name":"Shuzhe Wu","orcid":"https://orcid.org/0000-0002-4455-4123"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuzhe Wu","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342504","display_name":"Xu Li","orcid":"https://orcid.org/0009-0004-7507-4669"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Li","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054720078","display_name":"Haiming Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiming Xin","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433430","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0001-8456-7335"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100876, China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China 100876#TAB#","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100324309","display_name":"Fu Li","orcid":"https://orcid.org/0000-0001-8819-0547"},"institutions":[{"id":"https://openalex.org/I126345244","display_name":"Portland State University","ror":"https://ror.org/00yn2fy02","country_code":"US","type":"education","lineage":["https://openalex.org/I126345244"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fu Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Portland State University, Portland, OR, USA","[Department of Electrical & Computer Engineering, Portland State University, Portland, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Portland State University, Portland, OR, USA","institution_ids":["https://openalex.org/I126345244"]},{"raw_affiliation_string":"[Department of Electrical & Computer Engineering, Portland State University, Portland, USA]","institution_ids":["https://openalex.org/I126345244"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102020015"],"corresponding_institution_ids":["https://openalex.org/I139759216"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":0.6427,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73980844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"74","issue":"6","first_page":"2055","last_page":"2084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8989658951759338},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6854788064956665},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.661410927772522},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6162781715393066},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.6089004278182983},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5712733268737793},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5463479161262512},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5065182447433472},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44562873244285583},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.41034823656082153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3795921802520752},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30284616351127625},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2151564359664917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8989658951759338},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6854788064956665},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.661410927772522},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6162781715393066},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.6089004278182983},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5712733268737793},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5463479161262512},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5065182447433472},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44562873244285583},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.41034823656082153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3795921802520752},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30284616351127625},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2151564359664917},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-013-1742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-013-1742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-013-1742-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-013-1742-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-013-1742-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-013-1742-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5400000214576721,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1828425977","display_name":null,"funder_award_id":"973 Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1913007757","display_name":null,"funder_award_id":"2012CB821206","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2143121220","display_name":null,"funder_award_id":"61070142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2263187964","display_name":null,"funder_award_id":"61070142","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2732064016","display_name":null,"funder_award_id":"91024001","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3469361591","display_name":null,"funder_award_id":"2012CB821206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3524141935","display_name":null,"funder_award_id":"4111002","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6511679323","display_name":null,"funder_award_id":"4111002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8976825350","display_name":null,"funder_award_id":"2012CB821206","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G950955218","display_name":null,"funder_award_id":"91024001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2012538890.pdf","grobid_xml":"https://content.openalex.org/works/W2012538890.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W55204438","https://openalex.org/W143848923","https://openalex.org/W1544201619","https://openalex.org/W1567502312","https://openalex.org/W1666447063","https://openalex.org/W1880262756","https://openalex.org/W1986723535","https://openalex.org/W1988393308","https://openalex.org/W2001082470","https://openalex.org/W2007972815","https://openalex.org/W2011890309","https://openalex.org/W2035907564","https://openalex.org/W2037407504","https://openalex.org/W2040919306","https://openalex.org/W2042178278","https://openalex.org/W2102566312","https://openalex.org/W2104252248","https://openalex.org/W2114296497","https://openalex.org/W2122695597","https://openalex.org/W2122829955","https://openalex.org/W2125148312","https://openalex.org/W2127411609","https://openalex.org/W2127586137","https://openalex.org/W2134930802","https://openalex.org/W2137918516","https://openalex.org/W2141000440","https://openalex.org/W2143854982","https://openalex.org/W2144407188","https://openalex.org/W2150032155","https://openalex.org/W2150692003","https://openalex.org/W2151103935","https://openalex.org/W2154744205","https://openalex.org/W2156336347","https://openalex.org/W2156940638","https://openalex.org/W2157465536","https://openalex.org/W2161472331","https://openalex.org/W2165874743","https://openalex.org/W2478275610","https://openalex.org/W2502277634","https://openalex.org/W2561675875","https://openalex.org/W2611684114","https://openalex.org/W2612972698","https://openalex.org/W4241491396","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2119028572","https://openalex.org/W2376984068","https://openalex.org/W2152482390","https://openalex.org/W2506386910","https://openalex.org/W2117928543","https://openalex.org/W2387268739","https://openalex.org/W2168037874","https://openalex.org/W2105240677"],"abstract_inverted_index":{"Images":[0],"are":[1,16,25,37,82,142,226],"complex":[2,135],"multimedia":[3],"data":[4],"that":[5,261,284],"contain":[6],"rich":[7],"semantic":[8,31,70,150,191],"information.":[9],"Currently,":[10],"most":[11],"of":[12,22,40,48,53,92,117,287],"image":[13,32,103],"annotation":[14,71,242,250,267],"algorithms":[15],"only":[17],"annotating":[18],"the":[19,38,45,51,59,93,106,114,134,138,153,159,164,171,185,190,197,212,220,231,244,258,270,274,279,285,288,291],"object":[20],"semantics":[21,47,116,289],"images.":[23,168],"There":[24,81],"still":[26],"many":[27],"challenges":[28],"on":[29,74,97,120],"high-level":[30,46,69],"annotation.":[33,104],"The":[34,236],"major":[35],"issues":[36],"lack":[39,52],"effective":[41],"modeling":[42,222],"method":[43,72],"for":[44,58,144,208,241],"images":[49,118,145,232,246],"and":[50,101,129,149,167,179,193,223,257],"efficient":[54],"dynamic":[55,90,154],"update":[56,91,155,158,177,275],"mechanism":[57,156,276],"training":[60,94,161,214,280,292],"set.":[61],"To":[62],"address":[63],"these":[64],"issues,":[65],"we":[66,110],"propose":[67,111],"a":[68,202],"based":[73,96,119],"hot":[75,98,139],"Internet":[76,99,140],"topics":[77,100,141,166],"in":[78,87,175,211,290],"this":[79],"paper.":[80],"two":[83],"independent":[84],"sub":[85,108,199],"tasks":[86],"our":[88,262],"method:":[89],"set":[95,162,215,281,293],"search-based":[102],"In":[105,196],"first":[107,206],"task,":[109,200],"to":[112,183,228,248],"model":[113],"abstract":[115],"three":[121],"relationships:":[122],"image\u2013to\u2013image":[123],"similarity":[124],"relationship,":[125,128],"topic\u2013to\u2013topic":[126],"co-occurrence":[127],"image\u2013to\u2013topic":[130],"relevance":[131],"relationship.":[132],"Through":[133],"graph":[136],"clustering,":[137],"extracted":[143,240],"with":[146,163,233],"consistent":[147],"visual":[148,194,217],"contents.":[151],"Then":[152,219],"will":[157,238],"original":[160],"new":[165],"It":[169],"avoids":[170],"huge":[172],"computing":[173],"cost":[174],"traditional":[176],"methods":[178],"does":[180],"not":[181],"need":[182],"re-calculate":[184],"whole":[186],"mapping":[187],"relationship":[188],"between":[189],"concepts":[192],"features.":[195,218],"second":[198],"given":[201],"query":[203],"image,":[204],"it":[205],"searches":[207],"similar":[209],"candidates":[210],"annotated":[213],"via":[216],"hypergraph":[221],"spectral":[224],"clustering":[225],"exploited":[227],"filter":[229],"out":[230],"irrelevant":[234],"semantics.":[235],"keywords":[237],"be":[239,295],"from":[243],"remaining":[245],"according":[247],"an":[249],"probability.":[251],"Extensive":[252],"experiments":[253],"have":[254],"been":[255],"conducted":[256],"results":[259],"demonstrate":[260],"algorithm":[263],"could":[264,277],"achieve":[265],"better":[266],"performance":[268],"than":[269],"state-of-the-art":[271],"algorithms.":[272],"And":[273],"extend":[278],"efficiently":[282],"so":[283],"coverage":[286],"wouldn\u2019t":[294],"obsolete.":[296]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}