{"id":"https://openalex.org/W3199984675","doi":"https://doi.org/10.1145/3478103","title":"Inverse Foraging","display_name":"Inverse Foraging","publication_year":2021,"publication_date":"2021-09-09","ids":{"openalex":"https://openalex.org/W3199984675","doi":"https://doi.org/10.1145/3478103","mag":"3199984675"},"language":"en","primary_location":{"id":"doi:10.1145/3478103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478103","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478103","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3478103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026870110","display_name":"Maria L. Montoya Freire","orcid":"https://orcid.org/0000-0002-4445-5862"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Maria L. Montoya Freire","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003084232","display_name":"Antti Oulasvirta","orcid":"https://orcid.org/0000-0002-2498-7837"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Oulasvirta","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050457902","display_name":"Mario Di Francesco","orcid":"https://orcid.org/0000-0003-1351-1988"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mario Di Francesco","raw_affiliation_strings":["Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":{"value":605,"currency":"EUR","value_usd":652},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15492339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"5","issue":"3","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9860000014305115,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.9771999716758728,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/foraging","display_name":"Foraging","score":0.9413148164749146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7406397461891174},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5207000374794006},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4747774302959442},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.414377361536026},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3982798457145691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3712305724620819},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33004045486450195},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13587096333503723},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1336335837841034}],"concepts":[{"id":"https://openalex.org/C165287380","wikidata":"https://www.wikidata.org/wiki/Q2916569","display_name":"Foraging","level":2,"score":0.9413148164749146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7406397461891174},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5207000374794006},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4747774302959442},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.414377361536026},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3982798457145691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3712305724620819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33004045486450195},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13587096333503723},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1336335837841034},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3478103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478103","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478103","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/112283","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/49567cf7-61ba-476a-a3af-eb8ce8afca05","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1145/3478103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3478103","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3478103","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3544863752","display_name":null,"funder_award_id":"318559","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G4606287831","display_name":null,"funder_award_id":"326346","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G6140291679","display_name":null,"funder_award_id":"328813","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G6259491550","display_name":null,"funder_award_id":"326346, 332307, 328813, 318559","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G6970678019","display_name":null,"funder_award_id":"332307","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7469254684","display_name":"MeXICO: Mobile Cross Reality through Immersive Computing","funder_award_id":"332307","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G8749109313","display_name":null,"funder_award_id":"328813 and 318559","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323337","display_name":"Tekniikan Edist\u00e4miss\u00e4\u00e4ti\u00f6","ror":"https://ror.org/03f420b93"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3199984675.pdf","grobid_xml":"https://content.openalex.org/works/W3199984675.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1512208174","https://openalex.org/W1542657334","https://openalex.org/W1586963532","https://openalex.org/W1748815599","https://openalex.org/W1817586704","https://openalex.org/W1881601519","https://openalex.org/W1927533402","https://openalex.org/W1964179632","https://openalex.org/W1995055145","https://openalex.org/W1995236368","https://openalex.org/W2000255696","https://openalex.org/W2014072450","https://openalex.org/W2024991751","https://openalex.org/W2035346816","https://openalex.org/W2042950801","https://openalex.org/W2046135404","https://openalex.org/W2083860109","https://openalex.org/W2086599665","https://openalex.org/W2099213975","https://openalex.org/W2102570173","https://openalex.org/W2106223989","https://openalex.org/W2112420033","https://openalex.org/W2114013702","https://openalex.org/W2118071484","https://openalex.org/W2118225036","https://openalex.org/W2125771191","https://openalex.org/W2145859667","https://openalex.org/W2151153134","https://openalex.org/W2153111836","https://openalex.org/W2160570190","https://openalex.org/W2165476871","https://openalex.org/W2166237624","https://openalex.org/W2246647840","https://openalex.org/W2303075064","https://openalex.org/W2398661491","https://openalex.org/W2465832359","https://openalex.org/W2536982654","https://openalex.org/W2606862087","https://openalex.org/W2611632447","https://openalex.org/W2613606668","https://openalex.org/W2761409209","https://openalex.org/W2765839567","https://openalex.org/W2766514171","https://openalex.org/W2799023274","https://openalex.org/W2804129039","https://openalex.org/W2883109957","https://openalex.org/W2907109142","https://openalex.org/W2920283058","https://openalex.org/W2940570006","https://openalex.org/W2941629559","https://openalex.org/W2948249628","https://openalex.org/W2955799434","https://openalex.org/W2962745591","https://openalex.org/W2989963295","https://openalex.org/W2999372041","https://openalex.org/W3015806580","https://openalex.org/W3022699435","https://openalex.org/W3022871314","https://openalex.org/W3030373807","https://openalex.org/W4229609949","https://openalex.org/W4238076109","https://openalex.org/W4239950209","https://openalex.org/W4299516513"],"related_works":["https://openalex.org/W4200081355","https://openalex.org/W2135179174","https://openalex.org/W2294784349","https://openalex.org/W1932300341","https://openalex.org/W3081944365","https://openalex.org/W2890381285","https://openalex.org/W2048910501","https://openalex.org/W1979659965","https://openalex.org/W2136432055","https://openalex.org/W301102721"],"abstract_inverted_index":{"Users'":[0],"engagement":[1],"with":[2,136],"pervasive":[3,174],"displays":[4],"has":[5,26],"been":[6,27,39],"extensively":[7],"studied,":[8],"however,":[9],"determining":[10],"how":[11],"their":[12],"content":[13,71,97,171],"is":[14],"interesting":[15],"remains":[16],"an":[17,30,151],"open":[18],"problem.":[19],"Tracking":[20],"of":[21,32,45,65,105,114,123],"body":[22],"postures":[23],"and":[24,135],"gaze":[25],"explored":[28],"as":[29,52],"indication":[31],"attention;":[33],"still,":[34],"existing":[35],"works":[36],"have":[37],"not":[38],"able":[40],"to":[41,111,120,157,167],"estimate":[42],"the":[43,53,75,85,96,103,112,163,170],"interest":[44,68],"passers-by":[46],"from":[47],"readily":[48],"available":[49],"data,":[50],"such":[51],"display":[54],"viewing":[55,115,178],"time.":[56],"This":[57],"article":[58],"presents":[59],"a":[60,106,137,161],"simple":[61],"yet":[62],"accurate":[63],"method":[64],"estimating":[66],"users'":[67],"in":[69,118,155,185],"multiple":[70],"items":[72],"shown":[73,172],"at":[74],"same":[76],"time":[77],"on":[78,84,95,173,177],"displays.":[79],"The":[80,141],"proposed":[81,164],"approach":[82],"builds":[83],"information":[86],"foraging":[87,107,127,146],"theory,":[88],"which":[89],"assumes":[90],"that":[91,144,180],"users":[92],"optimally":[93],"decide":[94],"they":[98],"consume.":[99],"Through":[100],"inverse":[101,145],"foraging,":[102],"parameters":[104],"model":[108],"are":[109,129],"fitted":[110],"values":[113],"times":[116],"observed":[117],"practice,":[119],"yield":[121],"estimates":[122,148],"user":[124,139],"interest.":[125,159],"Different":[126],"models":[128],"evaluated":[130],"by":[131],"using":[132],"synthetic":[133],"data":[134,179],"controlled":[138],"study.":[140],"results":[142],"demonstrate":[143],"accurately":[147],"interest,":[149],"achieving":[150],"R2":[152],"above":[153],"70%":[154],"comparison":[156],"self-reported":[158],"As":[160],"consequence,":[162],"solution":[165],"allows":[166],"dynamically":[168],"adapt":[169],"displays,":[175],"based":[176],"can":[181],"be":[182],"easily":[183],"obtained":[184],"field":[186],"deployments.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-09-27T00:00:00"}