{"id":"https://openalex.org/W2037050119","doi":"https://doi.org/10.1145/1198296.1198299","title":"An empirical investigation of user term feedback in text-based targeted image search","display_name":"An empirical investigation of user term feedback in text-based targeted image search","publication_year":2007,"publication_date":"2007-02-01","ids":{"openalex":"https://openalex.org/W2037050119","doi":"https://doi.org/10.1145/1198296.1198299","mag":"2037050119"},"language":"en","primary_location":{"id":"doi:10.1145/1198296.1198299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1198296.1198299","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-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/A5026638047","display_name":"Joyce Chai","orcid":"https://orcid.org/0000-0002-9658-2230"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joyce Y. Chai","raw_affiliation_strings":["Michigan State University, East Lansing, MI","Michigan State University East Lansing, MI"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374071","display_name":"Chen Zhang","orcid":"https://orcid.org/0000-0001-8556-0186"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Zhang","raw_affiliation_strings":["Michigan State University, East Lansing, MI","Michigan State University East Lansing, MI"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069394608","display_name":"Rong Jin","orcid":"https://orcid.org/0000-0002-8797-4646"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rong Jin","raw_affiliation_strings":["Michigan State University, East Lansing, MI","Michigan State University East Lansing, MI"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Michigan State University East Lansing, MI","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026638047"],"corresponding_institution_ids":["https://openalex.org/I87216513"],"apc_list":null,"apc_paid":null,"fwci":1.3152,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.81695449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"25","issue":"1","first_page":"3","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.998199999332428,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.8504436612129211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8429229259490967},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7796907424926758},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7610899806022644},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6908583641052246},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6552972197532654},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5747873187065125},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.534594714641571},{"id":"https://openalex.org/keywords/text-retrieval","display_name":"Text retrieval","score":0.4867513179779053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2837654948234558}],"concepts":[{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.8504436612129211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8429229259490967},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7796907424926758},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7610899806022644},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6908583641052246},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6552972197532654},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5747873187065125},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.534594714641571},{"id":"https://openalex.org/C2985933255","wikidata":"https://www.wikidata.org/wiki/Q1638872","display_name":"Text retrieval","level":2,"score":0.4867513179779053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2837654948234558},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1198296.1198299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1198296.1198299","pdf_url":null,"source":{"id":"https://openalex.org/S4394735545","display_name":"ACM Transactions on Information Systems","issn_l":"1046-8188","issn":["1046-8188","1558-2868"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.83.8915","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.83.8915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.msu.edu/~jchai/Papers/TOIS06.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7099999785423279,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W132406323","https://openalex.org/W156217928","https://openalex.org/W1513542283","https://openalex.org/W1536471031","https://openalex.org/W1538862921","https://openalex.org/W1546321988","https://openalex.org/W1584252140","https://openalex.org/W1585910451","https://openalex.org/W1589134610","https://openalex.org/W1795845809","https://openalex.org/W1848112359","https://openalex.org/W1969870546","https://openalex.org/W1975830550","https://openalex.org/W1976519657","https://openalex.org/W1982451429","https://openalex.org/W1997162771","https://openalex.org/W2004690028","https://openalex.org/W2008089766","https://openalex.org/W2008297189","https://openalex.org/W2012292677","https://openalex.org/W2016684286","https://openalex.org/W2020842694","https://openalex.org/W2026842155","https://openalex.org/W2062270497","https://openalex.org/W2066395238","https://openalex.org/W2068241782","https://openalex.org/W2068874033","https://openalex.org/W2068905009","https://openalex.org/W2080687852","https://openalex.org/W2082453965","https://openalex.org/W2093390569","https://openalex.org/W2094028551","https://openalex.org/W2095368471","https://openalex.org/W2099251025","https://openalex.org/W2101498401","https://openalex.org/W2102475035","https://openalex.org/W2109868644","https://openalex.org/W2109903528","https://openalex.org/W2111048828","https://openalex.org/W2112306108","https://openalex.org/W2116282804","https://openalex.org/W2122762031","https://openalex.org/W2127300005","https://openalex.org/W2127411609","https://openalex.org/W2130660124","https://openalex.org/W2133598579","https://openalex.org/W2137918516","https://openalex.org/W2138313032","https://openalex.org/W2150692003","https://openalex.org/W2152739562","https://openalex.org/W2162746367","https://openalex.org/W2162882216","https://openalex.org/W2168955003","https://openalex.org/W2169213601","https://openalex.org/W2542843105","https://openalex.org/W2916875371","https://openalex.org/W4243333943","https://openalex.org/W4245107743","https://openalex.org/W4245350944","https://openalex.org/W4246858749","https://openalex.org/W4285518780"],"related_works":["https://openalex.org/W1973132420","https://openalex.org/W2293311120","https://openalex.org/W2079732694","https://openalex.org/W2108908591","https://openalex.org/W805899979","https://openalex.org/W2064149692","https://openalex.org/W2145779836","https://openalex.org/W2376453013","https://openalex.org/W2050687151","https://openalex.org/W2200263375"],"abstract_inverted_index":{"Text":[0],"queries":[1,46],"are":[2],"natural":[3],"and":[4,41,47,171,188],"intuitive":[5],"for":[6,160],"users":[7,143,161],"to":[8,36,55,83,95,127,144,162,182],"describe":[9],"their":[10,93,172],"information":[11],"needs.":[12],"However,":[13,112],"text-based":[14,77,117,197],"image":[15,25,71,78,118,198],"retrieval":[16,22],"faces":[17],"many":[18],"challenges.":[19],"Traditional":[20],"text":[21,110],"techniques":[23],"on":[24,76,89,116],"descriptions":[26,40],"have":[27,101],"not":[28,124],"been":[29,125],"very":[30],"successful.":[31],"This":[32],"is":[33,74],"mainly":[34],"due":[35],"the":[37,42,50,63,84,103,120,183,190],"inconsistent":[38],"textual":[39],"discrepancies":[43],"between":[44],"user":[45,66,88],"terms":[48,91],"in":[49,69,108,113,195],"descriptions.":[51],"To":[52,166],"investigate":[53],"strategies":[54],"alleviate":[56],"this":[57,60,174],"vocabulary":[58],"problem,":[59],"article":[61,175],"examines":[62],"role":[64],"of":[65,105,185,192],"term":[67,106,121,135,186,193],"feedback":[68,81,85,107,122,136,187,194],"targeted":[70],"search":[72],"that":[73,180],"based":[75],"retrieval.":[79,111,199],"Term":[80],"refers":[82],"from":[86],"a":[87,96,138,152],"specific":[90],"regarding":[92],"relevance":[94],"target":[97],"image.":[98],"Previous":[99],"studies":[100],"indicated":[102],"effectiveness":[104],"interactive":[109,196],"our":[114],"experiments":[115],"retrieval,":[119],"has":[123,137,151],"shown":[126],"be":[128],"effective.":[129],"Our":[130],"results":[131],"indicate":[132],"that,":[133],"although":[134],"positive":[139],"effect":[140,155],"by":[141,156],"allowing":[142],"identify":[145],"more":[146,158],"relevant":[147],"terms,":[148],"it":[149],"also":[150],"strong":[153],"negative":[154],"providing":[157],"opportunities":[159],"specify":[163],"irrelevant":[164],"terms.":[165],"understand":[167],"these":[168],"different":[169],"effects":[170],"implications,":[173],"further":[176],"analyzes":[177],"important":[178],"factors":[179],"contribute":[181],"utility":[184],"discusses":[189],"outlook":[191]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}