{"id":"https://openalex.org/W2143445426","doi":"https://doi.org/10.1109/icpr.2002.1048357","title":"Learning user preference in a personalized CBIR system","display_name":"Learning user preference in a personalized CBIR system","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2143445426","doi":"https://doi.org/10.1109/icpr.2002.1048357","mag":"2143445426"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2002.1048357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1048357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","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/A5004144189","display_name":"Chih\u2010Yi Chiu","orcid":"https://orcid.org/0000-0002-2859-6120"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chih-Yi Chiu","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100519123","display_name":"Hsin-Chih Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I80327900","display_name":"Chang Jung Christian University","ror":"https://ror.org/02s3d7j94","country_code":"TW","type":"education","lineage":["https://openalex.org/I80327900"]},{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsin-Chih Lin","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","Department of Information Management, Chang Jung Christian University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Information Management, Chang Jung Christian University, Tainan, Taiwan","institution_ids":["https://openalex.org/I80327900"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102054752","display_name":"Shi-Nine Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shi-Nine Yang","raw_affiliation_strings":["Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004144189"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":null,"apc_paid":null,"fwci":0.2694,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60693268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"532","last_page":"535"},"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":0.9991999864578247,"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":0.9611999988555908,"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":0.812210738658905},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7891316413879395},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.7309004664421082},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6773468852043152},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6102545261383057},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5731812715530396},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.5476148128509521},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5394300818443298},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5104002356529236},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.45108848810195923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45079001784324646},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4409433901309967},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.41951557993888855},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.41678181290626526},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22106826305389404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0760711133480072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.812210738658905},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7891316413879395},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.7309004664421082},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6773468852043152},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6102545261383057},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5731812715530396},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.5476148128509521},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5394300818443298},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5104002356529236},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.45108848810195923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45079001784324646},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4409433901309967},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.41951557993888855},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.41678181290626526},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22106826305389404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0760711133480072},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icpr.2002.1048357","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2002.1048357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Object recognition supported by user interaction for service robots","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1024.1972","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1024.1972","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Shi-Nine_Yang/publication/3974384_Learning_user_preference_in_a_personalized_CBIR_system/links/0a85e53ac86040d2f2000000.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1988445395","https://openalex.org/W2011671268","https://openalex.org/W2050396273","https://openalex.org/W2076568363","https://openalex.org/W2082453965","https://openalex.org/W2094471776","https://openalex.org/W2103869750","https://openalex.org/W4234477976","https://openalex.org/W4245924479"],"related_works":["https://openalex.org/W2034539438","https://openalex.org/W2056100761","https://openalex.org/W2075105123","https://openalex.org/W2142297230","https://openalex.org/W2290071120","https://openalex.org/W1658719554","https://openalex.org/W2186394444","https://openalex.org/W2543381692","https://openalex.org/W2169964589","https://openalex.org/W2768192742"],"abstract_inverted_index":{"A":[0],"new":[1],"approach":[2,21],"for":[3,114],"learning":[4],"user":[5,37,106],"preference":[6,107],"in":[7,17,59,110],"a":[8,50,111],"personalized":[9,51],"content-based":[10],"image":[11],"retrieval":[12],"(CBIR)":[13],"system":[14],"is":[15,76,93,108],"proposed":[16,124],"this":[18,71],"study.":[19],"This":[20],"provides":[22],"users":[23],"with":[24],"textual":[25],"descriptions,":[26],"visual":[27],"examples,":[28],"and":[29,45,65,101],"relevance":[30,96],"feedbacks":[31,97],"to":[32],"find":[33],"target":[34],"images.":[35],"The":[36,89,105],"query":[38],"can":[39],"be":[40,57],"expressed":[41],"by":[42],"syntactic":[43],"rules":[44],"semantic":[46,63,74],"rules.":[47],"To":[48],"build":[49],"CBIR":[52],"system,":[53],"two":[54],"problems":[55],"should":[56],"overcome":[58],"advance,":[60],"including":[61],"the":[62,66,73,120,123],"gap":[64,75],"human":[67,90],"perception":[68,91],"subjectivity.":[69],"In":[70],"study,":[72],"bridged":[77],"through":[78,98],"linguistic":[79],"term":[80],"sets,":[81],"which":[82],"are":[83],"represented":[84],"as":[85],"fuzzy":[86],"membership":[87],"functions.":[88],"subjectivity":[92],"modelled":[94],"from":[95],"profile":[99,113],"updating":[100],"feature":[102],"re-weighting":[103],"algorithms.":[104],"stored":[109],"personal":[112],"further":[115],"retrieval.":[116],"Experimental":[117],"results":[118],"support":[119],"effectiveness":[121],"of":[122],"approach.":[125]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
