{"id":"https://openalex.org/W2141716335","doi":"https://doi.org/10.1145/1864708.1864717","title":"Eye-tracking product recommenders' usage","display_name":"Eye-tracking product recommenders' usage","publication_year":2010,"publication_date":"2010-09-26","ids":{"openalex":"https://openalex.org/W2141716335","doi":"https://doi.org/10.1145/1864708.1864717","mag":"2141716335"},"language":"en","primary_location":{"id":"doi:10.1145/1864708.1864717","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/150716","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030980093","display_name":"Sylvain Castagnos","orcid":"https://orcid.org/0000-0003-4252-4526"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sylvain Castagnos","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110823787","display_name":"Nicolas Jones","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nicolas Jones","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048864545","display_name":"Pearl Pu","orcid":"https://orcid.org/0000-0001-8841-4416"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pearl Pu","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":2.6271,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.91754461,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7619367837905884},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6891233921051025},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.655433177947998},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5898640155792236},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.55316162109375},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.46325573325157166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15880727767944336}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7619367837905884},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6891233921051025},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.655433177947998},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5898640155792236},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.55316162109375},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.46325573325157166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15880727767944336},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1864708.1864717","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1864708.1864717","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM conference on Recommender systems","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:150716","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/150716","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:150716","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/150716","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5124864","host_organization_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","host_organization_lineage":["https://openalex.org/I5124864"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W534311","https://openalex.org/W1581144131","https://openalex.org/W1601541158","https://openalex.org/W1774663064","https://openalex.org/W1993325457","https://openalex.org/W2033998432","https://openalex.org/W2043812602","https://openalex.org/W2049670925","https://openalex.org/W2093507294","https://openalex.org/W2096154177","https://openalex.org/W2125178435","https://openalex.org/W2137057085","https://openalex.org/W2140358394","https://openalex.org/W2149098859","https://openalex.org/W2155912844","https://openalex.org/W2159409299","https://openalex.org/W2282307638","https://openalex.org/W3124595896","https://openalex.org/W4252243629","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2418190244","https://openalex.org/W4238861846","https://openalex.org/W3125580266","https://openalex.org/W3092950680"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"have":[2,28],"emerged":[3],"as":[4,89,199,212],"an":[5,80,98],"effective":[6],"decision":[7,162,229],"tool":[8,202],"to":[9,30,95,114,150,174,177,191,196,216],"help":[10],"users":[11,39,143,156,166,190,206],"more":[12,131,194,211],"easily":[13],"and":[14,43,67,84,92,121,169,253],"quickly":[15],"find":[16],"products":[17,42,94,172],"that":[18,141,205,225,247],"they":[19,69,90,213],"prefer,":[20],"especially":[21],"in":[22,78,160],"e-commerce":[23],"environments.":[24],"However,":[25],"few":[26],"studies":[27],"tried":[29],"understand":[31],"how":[32,59,68],"this":[33],"technology":[34],"has":[35,111],"influenced":[36],"the":[37,53,63,180,208,217],"way":[38],"search":[40,72,148,221],"for":[41,235],"make":[44],"purchase":[45],"decisions.":[46],"Our":[47,138],"current":[48],"research":[49],"aims":[50],"at":[51,171],"examining":[52],"impact":[54],"of":[55,124,179,219,255],"recommenders":[56,153,226],"by":[57,231],"understanding":[58],"recommendation":[60,184,209],"tools":[61,149],"integrate":[62],"classical":[64],"economic":[65],"schemes":[66],"modify":[70],"product":[71,100,147,256],"patterns.":[73],"We":[74],"report":[75],"our":[76,136],"work":[77],"employing":[79],"eye":[81],"tracking":[82],"system":[83],"collecting":[85],"users'":[86,228,251],"interaction":[87,244],"behaviors":[88],"browsed":[91],"selected":[93],"buy":[96],"from":[97,126],"online":[99],"retail":[101],"website":[102],"offering":[103],"over":[104,116],"3,500":[105],"items.":[106],"This":[107],"in-depth":[108],"user":[109],"study":[110,139],"enabled":[112],"us":[113],"collect":[115],"48,000":[117],"fixation":[118],"data":[119],"points":[120],"7,720":[122],"areas":[123,185],"interest":[125],"eighteen":[127],"users,":[128],"each":[129],"spending":[130],"than":[132],"one":[133],"hour":[134],"on":[135,238],"site.":[137],"shows":[140],"while":[142],"still":[144],"use":[145],"traditional":[146,201],"examine":[151],"alternatives,":[152],"definitely":[154],"provide":[155],"with":[157],"new":[158],"opportunities":[159],"their":[161,197,220,233],"process.":[163],"More":[164],"specifically,":[165],"actively":[167],"click":[168],"gaze":[170],"recommended":[173],"them,":[175],"up":[176],"40%":[178],"time.":[181],"In":[182],"addition,":[183],"are":[186,214],"highly":[187],"attractive,":[188],"drawing":[189],"add":[192],"50%":[193],"items":[195],"baskets":[198],"a":[200],"does.":[203],"Observing":[204],"consult":[207],"area":[210],"close":[215],"end":[218],"process,":[222],"it":[223],"seems":[224],"enhance":[227],"confidence":[230],"satisfying":[232],"need":[234],"diversity.":[236],"Based":[237],"these":[239],"results,":[240],"we":[241],"derive":[242],"several":[243],"design":[245],"guidelines":[246],"can":[248],"significantly":[249],"improve":[250],"satisfaction":[252],"perception":[254],"recommenders.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}
