{"id":"https://openalex.org/W3162401168","doi":"https://doi.org/10.1145/3411763.3451658","title":"Conditioning Gaze-Contingent Systems for the Real World: Insights from a Field Study in the Fast Food Industry","display_name":"Conditioning Gaze-Contingent Systems for the Real World: Insights from a Field Study in the Fast Food Industry","publication_year":2021,"publication_date":"2021-05-08","ids":{"openalex":"https://openalex.org/W3162401168","doi":"https://doi.org/10.1145/3411763.3451658","mag":"3162401168"},"language":"en","primary_location":{"id":"doi:10.1145/3411763.3451658","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411763.3451658","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3411763.3451658","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3411763.3451658","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085920437","display_name":"Melanie Heck","orcid":"https://orcid.org/0000-0002-9601-0064"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Melanie Heck","raw_affiliation_strings":["University of Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038131243","display_name":"Janick Edinger","orcid":"https://orcid.org/0000-0002-9392-2922"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Janick Edinger","raw_affiliation_strings":["University of Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008388312","display_name":"Christian Becker","orcid":"https://orcid.org/0000-0002-9036-1410"},"institutions":[{"id":"https://openalex.org/I177802217","display_name":"University of Mannheim","ror":"https://ror.org/031bsb921","country_code":"DE","type":"education","lineage":["https://openalex.org/I177802217"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Becker","raw_affiliation_strings":["Information Systems II University of Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems II University of Mannheim, Germany","institution_ids":["https://openalex.org/I177802217"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9943000078201294,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9333999752998352,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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":0.8038697242736816},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7727675437927246},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7575803995132446},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.7140317559242249},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6097277402877808},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6037011742591858},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.599371075630188},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5823903679847717},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4807576835155487},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4463132619857788},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.4429525136947632},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4117394983768463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39963430166244507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07849746942520142}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8038697242736816},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7727675437927246},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7575803995132446},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.7140317559242249},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6097277402877808},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6037011742591858},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.599371075630188},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5823903679847717},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4807576835155487},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4463132619857788},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.4429525136947632},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4117394983768463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39963430166244507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07849746942520142},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3411763.3451658","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411763.3451658","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3411763.3451658","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:ub-madoc.bib.uni-mannheim.de:59494","is_oa":false,"landing_page_url":"https://madoc.bib.uni-mannheim.de/59494/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196315","display_name":"MADOC (University of Mannheim)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177802217","host_organization_name":"University of Mannheim","host_organization_lineage":["https://openalex.org/I177802217"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.1145/3411763.3451658","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3411763.3451658","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3411763.3451658","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3162401168.pdf","grobid_xml":"https://content.openalex.org/works/W3162401168.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W197849275","https://openalex.org/W1500649415","https://openalex.org/W1519033008","https://openalex.org/W1818035787","https://openalex.org/W1982517393","https://openalex.org/W1982794901","https://openalex.org/W1990266873","https://openalex.org/W1994533223","https://openalex.org/W2004128235","https://openalex.org/W2010809855","https://openalex.org/W2014195628","https://openalex.org/W2014690924","https://openalex.org/W2032875047","https://openalex.org/W2033388052","https://openalex.org/W2034382626","https://openalex.org/W2050102554","https://openalex.org/W2056513832","https://openalex.org/W2074024497","https://openalex.org/W2089165579","https://openalex.org/W2094952917","https://openalex.org/W2095204514","https://openalex.org/W2112731937","https://openalex.org/W2144764737","https://openalex.org/W2155840072","https://openalex.org/W2158363907","https://openalex.org/W2159094788","https://openalex.org/W2172091789","https://openalex.org/W2180934077","https://openalex.org/W2286014486","https://openalex.org/W2293020659","https://openalex.org/W2615215223","https://openalex.org/W2753101863","https://openalex.org/W2782048214","https://openalex.org/W2947967748","https://openalex.org/W2980475885","https://openalex.org/W3155658059","https://openalex.org/W4232585225"],"related_works":["https://openalex.org/W2480793735","https://openalex.org/W4384788979","https://openalex.org/W2511178891","https://openalex.org/W2126676984","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2954509079","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W3104472694"],"abstract_inverted_index":{"Eye":[0],"tracking":[1,114],"can":[2,156],"be":[3,157],"used":[4],"to":[5,10,22],"infer":[6],"what":[7],"is":[8,41],"relevant":[9],"a":[11,57,73,80,86,96],"user,":[12],"and":[13,17,56,95,166],"adapt":[14],"the":[15,24,93,100,110,127,135,138,146,152],"content":[16],"appearance":[18],"of":[19,72,82,99,112,131,137],"an":[20],"application":[21],"support":[23],"user":[25,36,139],"in":[26],"their":[27,143],"current":[28],"task.":[29],"A":[30],"prerequisite":[31],"for":[32],"integrating":[33],"such":[34],"adaptive":[35],"interfaces":[37],"into":[38,116,162],"public":[39],"terminals":[40],"robust":[42],"gaze":[43,102,154],"estimation.":[44],"Commercial":[45],"eye":[46,113],"trackers":[47],"are":[48],"highly":[49],"accurate,":[50],"but":[51],"require":[52],"prior":[53],"person-specific":[54],"calibration":[55,123],"relatively":[58],"stable":[59],"head":[60],"position.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65,104],"collect":[66],"data":[67],"from":[68,134,142],"26":[69],"authentic":[70],"customers":[71],"fast":[74],"food":[75],"restaurant":[76],"while":[77],"interacting":[78],"with":[79,145],"total":[81],"120":[83],"products":[84],"on":[85],"self-order":[87],"terminal.":[88],"From":[89],"our":[90],"observations":[91],"during":[92],"experiment":[94],"qualitative":[97],"analysis":[98],"collected":[101],"data,":[103],"derive":[105,126],"best":[106],"practice":[107],"approaches":[108],"regarding":[109],"integration":[111],"software":[115],"self-service":[117],"systems.":[118],"We":[119],"evaluate":[120],"several":[121],"implicit":[122],"strategies":[124],"that":[125,151],"user\u2019s":[128],"true":[129],"focus":[130],"attention":[132],"either":[133],"context":[136],"interface,":[140],"or":[141],"interaction":[144],"system.":[147],"Our":[148],"results":[149],"show":[150],"original":[153],"estimates":[155],"visibly":[158],"improved":[159],"by":[160],"taking":[161],"account":[163],"both":[164],"contextual":[165],"interaction-based":[167],"information.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
