{"id":"https://openalex.org/W1928206773","doi":"https://doi.org/10.1186/s13640-015-0081-6","title":"A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval","display_name":"A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval","publication_year":2015,"publication_date":"2015-08-09","ids":{"openalex":"https://openalex.org/W1928206773","doi":"https://doi.org/10.1186/s13640-015-0081-6","mag":"1928206773"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-015-0081-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-015-0081-6","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-015-0081-6","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-015-0081-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078511671","display_name":"Daniel Carlos Guimar\u00e3es Pedronette","orcid":"https://orcid.org/0000-0002-2867-4838"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daniel Carlos Guimar\u00e3es Pedronette","raw_affiliation_strings":["Department of Statistics, Applied Mathematics and Computing - State University of S\u00e3o Paulo (UNESP), Rio Claro, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Applied Mathematics and Computing - State University of S\u00e3o Paulo (UNESP), Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668","https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057032605","display_name":"Rodrigo Tripodi Calumby","orcid":"https://orcid.org/0000-0001-8515-265X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]},{"id":"https://openalex.org/I21606457","display_name":"Universidade Estadual de Feira de Santana","ror":"https://ror.org/04ygk5j35","country_code":"BR","type":"education","lineage":["https://openalex.org/I21606457"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo T. Calumby","raw_affiliation_strings":["Department of Exact Sciences, University of Feira de Santana (UEFS), BA, Feira de Santana, Brazil","Recod Lab - Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Exact Sciences, University of Feira de Santana (UEFS), BA, Feira de Santana, Brazil","institution_ids":["https://openalex.org/I21606457"]},{"raw_affiliation_string":"Recod Lab - Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087058987","display_name":"Ricardo da Silva Torres","orcid":"https://orcid.org/0000-0001-9772-263X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo da S. Torres","raw_affiliation_strings":["Recod Lab - Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Recod Lab - Institute of Computing, University of Campinas (UNICAMP), Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078511671"],"corresponding_institution_ids":["https://openalex.org/I17974374","https://openalex.org/I879563668"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.9358,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81909515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2015","issue":"1","first_page":null,"last_page":null},"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":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval 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/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/T11439","display_name":"Video Analysis and Summarization","score":0.9810000061988831,"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":0.8288335800170898},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.8285555839538574},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.8073832392692566},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6853116154670715},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5504903197288513},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5473020076751709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5002615451812744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45342257618904114},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4193611443042755},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3931643068790436}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8288335800170898},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.8285555839538574},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.8073832392692566},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6853116154670715},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5504903197288513},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5473020076751709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5002615451812744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45342257618904114},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4193611443042755},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3931643068790436},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/s13640-015-0081-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-015-0081-6","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-015-0081-6","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.unicamp.br:REPOSIP/243980","is_oa":true,"landing_page_url":"http://repositorio.unicamp.br/jspui/handle/REPOSIP/243980","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"WOS","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:americanae.aecid.es:1793266","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/167952","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:americanae.aecid.es:2830877","is_oa":true,"landing_page_url":"http://americanae.aecid.es/americanae/es/registros/registro.do?tipoRegistro=MTD&idBib=2830877","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WOS","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repositorio.unesp.br:11449/167952","is_oa":true,"landing_page_url":"http://doi.org/10.1186/s13640-015-0081-6","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"instacron:UNESP","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s13640-015-0081-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-015-0081-6","pdf_url":"https://jivp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13640-015-0081-6","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G151574171","display_name":null,"funder_award_id":"484254/2012-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G237172224","display_name":null,"funder_award_id":"-0 and","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G2573872487","display_name":null,"funder_award_id":"2013/08645-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4645274754","display_name":null,"funder_award_id":"306580/2012-8","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G7942297873","display_name":null,"funder_award_id":"-8 and","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G840790800","display_name":null,"funder_award_id":"2013/50169-1","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1928206773.pdf","grobid_xml":"https://content.openalex.org/works/W1928206773.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W44887395","https://openalex.org/W1597084354","https://openalex.org/W1797238555","https://openalex.org/W1854948231","https://openalex.org/W1917380066","https://openalex.org/W1965401349","https://openalex.org/W1973693867","https://openalex.org/W1981385563","https://openalex.org/W1989889610","https://openalex.org/W1994408160","https://openalex.org/W1998319965","https://openalex.org/W2009974611","https://openalex.org/W2016405781","https://openalex.org/W2019863495","https://openalex.org/W2021512179","https://openalex.org/W2024550919","https://openalex.org/W2029977689","https://openalex.org/W2030576407","https://openalex.org/W2031476339","https://openalex.org/W2031586513","https://openalex.org/W2039388884","https://openalex.org/W2057256380","https://openalex.org/W2057843461","https://openalex.org/W2058341188","https://openalex.org/W2058431596","https://openalex.org/W2066602188","https://openalex.org/W2067791040","https://openalex.org/W2070968010","https://openalex.org/W2071864906","https://openalex.org/W2076188996","https://openalex.org/W2085657627","https://openalex.org/W2093111775","https://openalex.org/W2093926511","https://openalex.org/W2106404777","https://openalex.org/W2108588392","https://openalex.org/W2114661696","https://openalex.org/W2133341880","https://openalex.org/W2134878079","https://openalex.org/W2138079527","https://openalex.org/W2139960518","https://openalex.org/W2145525758","https://openalex.org/W2153149612","https://openalex.org/W2156365280","https://openalex.org/W2156386254","https://openalex.org/W2163352848","https://openalex.org/W2163763714","https://openalex.org/W2165414070","https://openalex.org/W2170818070","https://openalex.org/W2177038588","https://openalex.org/W2914885528"],"related_works":["https://openalex.org/W1971071004","https://openalex.org/W2009716188","https://openalex.org/W1518380457","https://openalex.org/W2001985945","https://openalex.org/W1973132420","https://openalex.org/W1921936017","https://openalex.org/W2078482661","https://openalex.org/W1968222678","https://openalex.org/W2460037195","https://openalex.org/W2134013435"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"interaction":[2],"of":[3,82,98,114,153],"users":[4,134],"with":[5,95],"search":[6,29,51,71],"services":[7],"has":[8],"been":[9],"recognized":[10],"as":[11],"an":[12,89],"important":[13],"mechanism":[14],"for":[15,25,68],"expressing":[16],"and":[17,147],"handling":[18],"user":[19,46],"information":[20,101],"needs.":[21],"One":[22],"traditional":[23],"approach":[24,67,111],"supporting":[26],"such":[27],"interactive":[28],"relies":[30],"on":[31],"exploiting":[32],"relevance":[33,83],"feedbacks":[34,113,130],"(RF)":[35],"in":[36,49,117,162],"the":[37,45,96,103,126,129,139,151,154],"searching":[38],"process.":[39],"For":[40],"large-scale":[41],"multimedia":[42],"collections,":[43],"however,":[44],"efforts":[47],"required":[48],"RF":[50],"sessions":[52],"is":[53,78,93],"considerable.":[54],"In":[55,73,123],"this":[56,60],"paper,":[57],"we":[58],"address":[59],"issue":[61],"by":[62,86,132],"proposing":[63],"a":[64],"novel":[65],"semi-supervised":[66],"implementing":[69],"RF-based":[70],"services.":[72],"our":[74,108],"approach,":[75],"supervised":[76],"learning":[77,91,110],"performed":[79,94],"taking":[80],"advantage":[81],"labels":[84],"provided":[85,131],"users.":[87],"Later,":[88],"unsupervised":[90],"step":[92],"objective":[97],"extracting":[99],"useful":[100],"from":[102],"intrinsic":[104],"dataset":[105],"structure.":[106],"Furthermore,":[107],"hybrid":[109],"considers":[112],"different":[115,133],"users,":[116],"collaborative":[118],"image":[119,166],"retrieval":[120,167],"(CIR)":[121],"scenarios.":[122],"these":[124],"scenarios,":[125],"relationships":[127],"among":[128],"are":[135,159],"exploited,":[136],"further":[137],"reducing":[138],"collective":[140],"efforts.":[141],"Conducted":[142],"experiments":[143,163],"involving":[144],"shape,":[145],"color,":[146],"texture":[148],"datasets":[149],"demonstrate":[150],"effectiveness":[152],"proposed":[155],"approach.":[156],"Similar":[157],"results":[158],"also":[160],"observed":[161],"considering":[164],"multimodal":[165],"tasks.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
