{"id":"https://openalex.org/W2083297468","doi":"https://doi.org/10.1145/2630420","title":"Browse-to-Search","display_name":"Browse-to-Search","publication_year":2014,"publication_date":"2014-10-28","ids":{"openalex":"https://openalex.org/W2083297468","doi":"https://doi.org/10.1145/2630420","mag":"2083297468"},"language":"en","primary_location":{"id":"doi:10.1145/2630420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2630420","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/A5059497086","display_name":"Shiyang Lu","orcid":"https://orcid.org/0000-0003-1805-8094"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shiyang Lu","raw_affiliation_strings":["The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017597537","display_name":"Tao Mei","orcid":"https://orcid.org/0000-0003-2497-7732"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Tao Mei","raw_affiliation_strings":["Microsoft Research, Beijing, China","Microsoft Research, , Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft Research, , Beijing, China","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075880303","display_name":"Jingdong Wang","orcid":"https://orcid.org/0000-0002-4888-4445"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jingdong Wang","raw_affiliation_strings":["Microsoft Research, Beijing, China","Microsoft Research, , Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft Research, , Beijing, China","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409994","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7240-3541"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["University of Technology, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443935","display_name":"Zhiyong Wang","orcid":"https://orcid.org/0000-0002-8043-0312"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhiyong Wang","raw_affiliation_strings":["The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321089","display_name":"Shipeng Li","orcid":"https://orcid.org/0000-0001-5368-4256"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shipeng Li","raw_affiliation_strings":["Microsoft Research, Beijing, China","Microsoft Research, , Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"Microsoft Research, , Beijing, China","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9704,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80654051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"32","issue":"4","first_page":"1","last_page":"27"},"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":0.9993000030517578,"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/T11714","display_name":"Multimodal Machine Learning Applications","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8270370960235596},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.8198203444480896},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7365660667419434},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.6240606307983398},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.564671516418457},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5329222679138184},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.49843430519104004},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.49811506271362305},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.45353931188583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20307111740112305}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8270370960235596},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.8198203444480896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7365660667419434},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.6240606307983398},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.564671516418457},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5329222679138184},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.49843430519104004},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.49811506271362305},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.45353931188583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20307111740112305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2630420","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2630420","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1518783904","https://openalex.org/W1965555277","https://openalex.org/W1969370863","https://openalex.org/W1979459060","https://openalex.org/W1983556963","https://openalex.org/W1993799777","https://openalex.org/W1995281855","https://openalex.org/W1998084297","https://openalex.org/W2003635569","https://openalex.org/W2004793379","https://openalex.org/W2006664500","https://openalex.org/W2013808584","https://openalex.org/W2016665365","https://openalex.org/W2017190010","https://openalex.org/W2019478996","https://openalex.org/W2026569904","https://openalex.org/W2034927834","https://openalex.org/W2037802158","https://openalex.org/W2038956945","https://openalex.org/W2041555203","https://openalex.org/W2049319105","https://openalex.org/W2050360408","https://openalex.org/W2058310943","https://openalex.org/W2062879799","https://openalex.org/W2064105457","https://openalex.org/W2076188996","https://openalex.org/W2081495776","https://openalex.org/W2110360823","https://openalex.org/W2112535134","https://openalex.org/W2113087024","https://openalex.org/W2121456571","https://openalex.org/W2131338468","https://openalex.org/W2134446283","https://openalex.org/W2137183034","https://openalex.org/W2141880913","https://openalex.org/W2150782236","https://openalex.org/W2151103935","https://openalex.org/W2155980617","https://openalex.org/W2158169729","https://openalex.org/W2160165932","https://openalex.org/W2162456078","https://openalex.org/W2165494755","https://openalex.org/W4231856373","https://openalex.org/W4251308671","https://openalex.org/W4298010216"],"related_works":["https://openalex.org/W4282568653","https://openalex.org/W2119380317","https://openalex.org/W2082868123","https://openalex.org/W2070155952","https://openalex.org/W2275057141","https://openalex.org/W2580320394","https://openalex.org/W2359166167","https://openalex.org/W3590553","https://openalex.org/W4297963434","https://openalex.org/W2336826532"],"abstract_inverted_index":{"With":[0],"the":[1,98,121,147,155,163,221,227,231,246,254,259,271,276,282,296,351,359,387,395,412,418],"development":[2],"of":[3,76,86,157,295,354,361,400],"image":[4,43,142,248,266,420],"search":[5,24,69,139,160,171,194,201,213,267,288,303,326,415,421],"technology,":[6],"users":[7,54,111,122,187,208,427],"are":[8,26],"no":[9],"longer":[10],"satisfied":[11],"with":[12,123,330,428],"searching":[13,106],"for":[14,64,185,305,343],"images":[15,30,65,164],"using":[16,398],"just":[17],"metadata":[18],"and":[19,50,105,115,126,167,182,193,196,225,258,302,325,364,371,375,393,408],"textual":[20,273],"descriptions.":[21],"Instead,":[22],"more":[23,424,429],"demands":[25,63],"focused":[27],"on":[28,32,350,390],"retrieving":[29],"based":[31],"similarities":[33],"in":[34,97,220,318,334,346,410],"their":[35,61,81,124,169,211,434],"contents":[36],"(textures,":[37],"colors,":[38],"shapes":[39],"etc.).":[40],"Nevertheless,":[41],"one":[42,294],"may":[44],"deliver":[45],"rich":[46],"or":[47,59],"complex":[48],"content":[49,107,353],"multiple":[51],"interests.":[52],"Sometimes":[53],"do":[55],"not":[56,243],"sufficiently":[57],"define":[58],"describe":[60],"seeking":[62,88,125],"even":[66],"when":[67,141],"general":[68],"interests":[70,161,214],"appear,":[71],"owing":[72],"to":[73,79,91,109,178,188,209,234,269,286,299,417,432],"a":[74,175,306,381],"lack":[75],"specific":[77],"knowledge":[78,114],"express":[80],"intents.":[82],"A":[83],"new":[84],"form":[85,116],"information":[87],"activity,":[89],"referred":[90],"as":[92],"exploratory":[93,138,200,308,414],"search,":[94,309],"is":[95,144,242,293,311,320,406],"emerging":[96],"research":[99],"community,":[100],"which":[101,310],"generally":[102],"combines":[103],"browsing":[104,143,256,323,331],"together":[108],"help":[110],"gain":[112],"additional":[113],"accurate":[117],"queries,":[118],"thereby":[119],"assisting":[120],"investigation":[127],"activities.":[128],"However,":[129],"there":[130],"have":[131],"been":[132],"few":[133],"attempts":[134,298],"at":[135],"addressing":[136],"integrated":[137],"solutions":[140],"incorporated":[145],"into":[146],"exploring":[148,435],"loop.":[149],"In":[150],"this":[151],"work,":[152],"we":[153],"investigate":[154],"challenges":[156],"understanding":[158],"users'":[159,236],"from":[162,275],"being":[165,223,337],"browsed":[166,338],"infer":[168],"actual":[170],"intentions.":[172],"We":[173,263,385,402],"develop":[174],"novel":[176],"system":[177,228,292,389,396],"explore":[179],"an":[180],"effective":[181,407],"efficient":[183,409],"way":[184],"allowing":[186],"seamlessly":[189],"switch":[190],"between":[191],"browse":[192,301],"processes,":[195],"naturally":[197,328],"complete":[198,287],"visual-based":[199,307],"tasks.":[202,289],"The":[203,290],"system,":[204],"called":[205],"Browse-to-Search":[206,291,388],"enables":[207],"specify":[210],"visual":[212,218,232,240,284,352,365,376],"by":[215,245,253,313],"circling":[216],"any":[217],"objects":[219],"webpages":[222],"browsed,":[224],"then":[226,280],"automatically":[229,369],"forms":[230],"entities":[233,285,366],"represent":[235],"underlying":[237],"intent.":[238],"One":[239],"entity":[241],"limited":[244],"original":[247],"content,":[249],"but":[250],"also":[251],"encapsulated":[252,283],"textual-based":[255],"context":[257],"associated":[260,272],"heterogeneous":[261],"attributes.":[262],"use":[264],"large-scale":[265],"technology":[268],"find":[270],"attributes":[274],"repository.":[277],"Users":[278],"can":[279,348],"utilize":[281],"first":[297],"integrate":[300],"activities":[304],"characterized":[312],"four":[314],"unique":[315],"properties:":[316],"(1)":[317],"session\u2014searching":[319],"performed":[321],"during":[322],"session":[324],"results":[327,431],"accompany":[329],"content;":[332],"(2)":[333],"context\u2014the":[335],"pages":[336],"provide":[339],"text-based":[340],"contextual":[341],"cues":[342],"searching;":[344],"(3)":[345],"focus\u2014users":[347],"focus":[349],"interest":[355],"without":[356],"worrying":[357],"about":[358],"difficulties":[360],"query":[362],"formulation,":[363],"will":[367],"be":[368],"formed;":[370],"(4)":[372],"intuitiveness\u2014a":[373],"touch":[374],"search-based":[377],"user":[378,383],"interface":[379],"provides":[380,426],"natural":[382],"experience.":[384,436],"deploy":[386],"tablet":[391],"devices":[392],"evaluate":[394],"performance":[397],"millions":[399],"images.":[401],"demonstrate":[403],"that":[404],"it":[405],"facilitating":[411],"user's":[413],"compared":[416],"conventional":[419],"methods":[422],"and,":[423],"importantly,":[425],"robust":[430],"satisfy":[433]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}