{"id":"https://openalex.org/W2783535407","doi":"https://doi.org/10.1145/3229434.3229439","title":"Forecasting user attention during everyday mobile interactions using device-integrated and wearable sensors","display_name":"Forecasting user attention during everyday mobile interactions using device-integrated and wearable sensors","publication_year":2018,"publication_date":"2018-08-24","ids":{"openalex":"https://openalex.org/W2783535407","doi":"https://doi.org/10.1145/3229434.3229439","mag":"2783535407"},"language":"en","primary_location":{"id":"doi:10.1145/3229434.3229439","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229434.3229439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/abs/1801.06011","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Julian Steil","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Steil","raw_affiliation_strings":["Max Planck Institute for Informatics, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Philipp M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp M\u00fcller","raw_affiliation_strings":["Max Planck Institute for Informatics, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yusuke Sugano","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Sugano","raw_affiliation_strings":["Osaka University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka University, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andreas Bulling","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Bulling","raw_affiliation_strings":["Max Planck Institute for Informatics, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Informatics, Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6422,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94186992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9951000213623047,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9643999934196472,"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/wearable-computer","display_name":"Wearable computer","score":0.6448000073432922},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.632099986076355},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.6161999702453613},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.579800009727478},{"id":"https://openalex.org/keywords/visual-attention","display_name":"Visual attention","score":0.5698999762535095},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5605000257492065},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5496000051498413},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5424000024795532},{"id":"https://openalex.org/keywords/mobile-interaction","display_name":"Mobile interaction","score":0.4657000005245209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992999911308289},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6958000063896179},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6448000073432922},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.632099986076355},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.6161999702453613},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.579800009727478},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.5698999762535095},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5496000051498413},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5424000024795532},{"id":"https://openalex.org/C115121344","wikidata":"https://www.wikidata.org/wiki/Q6887140","display_name":"Mobile interaction","level":3,"score":0.4657000005245209},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.42719998955726624},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.37790000438690186},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.3621000051498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3546999990940094},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.35370001196861267},{"id":"https://openalex.org/C2779018934","wikidata":"https://www.wikidata.org/wiki/Q1129653","display_name":"Everyday life","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3037000000476837},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2883000075817108},{"id":"https://openalex.org/C60952562","wikidata":"https://www.wikidata.org/wiki/Q6887246","display_name":"Mobile technology","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2547000050544739},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.25189998745918274},{"id":"https://openalex.org/C111370547","wikidata":"https://www.wikidata.org/wiki/Q7451120","display_name":"Sensory cue","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3229434.3229439","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3229434.3229439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:escidoc.org:escidoc:2573645","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.06011","pdf_url":"http://arxiv.org/abs/1801.06011","source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:oai:escidoc.org:escidoc:2573645","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.06011","pdf_url":"http://arxiv.org/abs/1801.06011","source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1938570126","display_name":null,"funder_award_id":"JPMJCR14E1","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320323322","display_name":"Universit\u00e4t des Saarlandes","ror":"https://ror.org/01jdpyv68"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2783535407.pdf","grobid_xml":"https://content.openalex.org/works/W2783535407.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1844401294","https://openalex.org/W1968960638","https://openalex.org/W1986291329","https://openalex.org/W1997927507","https://openalex.org/W2001167911","https://openalex.org/W2010809371","https://openalex.org/W2027879843","https://openalex.org/W2029778954","https://openalex.org/W2033159913","https://openalex.org/W2035329511","https://openalex.org/W2054802006","https://openalex.org/W2059916030","https://openalex.org/W2060118520","https://openalex.org/W2087132312","https://openalex.org/W2087862817","https://openalex.org/W2097530310","https://openalex.org/W2115252128","https://openalex.org/W2121759027","https://openalex.org/W2124592697","https://openalex.org/W2125416623","https://openalex.org/W2126698740","https://openalex.org/W2131800446","https://openalex.org/W2137022750","https://openalex.org/W2152497415","https://openalex.org/W2163493157","https://openalex.org/W2163915297","https://openalex.org/W2164087268","https://openalex.org/W2164998798","https://openalex.org/W2167148976","https://openalex.org/W2246647840","https://openalex.org/W2270470215","https://openalex.org/W2366306583","https://openalex.org/W2505328073","https://openalex.org/W2509156994","https://openalex.org/W2509887407","https://openalex.org/W2515389026","https://openalex.org/W2515853493","https://openalex.org/W2519829083","https://openalex.org/W2520488054","https://openalex.org/W2520989287","https://openalex.org/W2536982654","https://openalex.org/W2561515991","https://openalex.org/W2583783628","https://openalex.org/W2588314311","https://openalex.org/W2741156154","https://openalex.org/W2756166059","https://openalex.org/W2756470421","https://openalex.org/W2765629358","https://openalex.org/W2795307598","https://openalex.org/W2964222622","https://openalex.org/W4247419361"],"related_works":[],"abstract_inverted_index":{"Visual":[0],"attention":[1,13,34,117,154],"is":[2,126],"highly":[3],"fragmented":[4],"during":[5,155],"mobile":[6,60,130,156],"interactions,":[7,62],"but":[8,147],"the":[9,23,37,49,122,128,134,144],"erratic":[10],"nature":[11],"of":[12,40,58,136,151],"shifts":[14,27,118],"currently":[15],"limits":[16],"attentive":[17],"user":[18,153],"interfaces":[19],"to":[20,98],"adapting":[21],"after":[22,26],"fact,":[24],"i.e.":[25],"have":[28],"already":[29],"happened.":[30],"We":[31,52,86,109,132],"instead":[32],"study":[33,133],"forecasting":[35,152],"-":[36],"challenging":[38],"task":[39],"predicting":[41],"users'":[42,106],"gaze":[43],"behaviour":[44],"(overt":[45],"visual":[46,107],"attention)":[47],"in":[48,69,84],"near":[50],"future.":[51],"present":[53],"a":[54,73,88],"novel":[55],"long-term":[56],"dataset":[57],"everyday":[59],"phone":[61],"continuously":[63],"recorded":[64],"from":[65],"20":[66],"participants":[67],"engaged":[68],"common":[70],"activities":[71],"on":[72,102,127,140],"university":[74],"campus":[75],"over":[76],"4.5":[77],"hours":[78,83],"each":[79],"(more":[80],"than":[81],"90":[82],"total).":[85],"propose":[87],"proof-of-concept":[89],"method":[90,113],"that":[91,111],"uses":[92],"device-integrated":[93],"sensors":[94],"and":[95,105,119,142],"body-worn":[96],"cameras":[97],"encode":[99],"rich":[100],"information":[101],"device":[103],"usage":[104],"scene.":[108],"demonstrate":[110],"our":[112],"can":[114],"forecast":[115],"bidirectional":[116],"predict":[120],"whether":[121],"primary":[123],"attentional":[124],"focus":[125],"handheld":[129],"device.":[131],"impact":[135],"different":[137],"feature":[138],"sets":[139],"performance":[141],"discuss":[143],"significant":[145],"potential":[146],"also":[148],"remaining":[149],"challenges":[150],"interactions.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2018-01-26T00:00:00"}
