{"id":"https://openalex.org/W2727254102","doi":"https://doi.org/10.1145/3098279.3098532","title":"Predicting interruptibility for manual data collection","display_name":"Predicting interruptibility for manual data collection","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2727254102","doi":"https://doi.org/10.1145/3098279.3098532","mag":"2727254102"},"language":"en","primary_location":{"id":"doi:10.1145/3098279.3098532","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3098279.3098532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th 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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061704516","display_name":"Aku Visuri","orcid":"https://orcid.org/0000-0001-7127-4031"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Aku Visuri","raw_affiliation_strings":["University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003896144","display_name":"Niels van Berkel","orcid":"https://orcid.org/0000-0001-5106-7692"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Niels van Berkel","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016521970","display_name":"Chu Luo","orcid":"https://orcid.org/0000-0002-3814-1074"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chu Luo","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023644163","display_name":"Jorge Gon\u00e7alves","orcid":"https://orcid.org/0000-0002-0117-0322"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jorge Goncalves","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046354027","display_name":"Denzil Ferreira","orcid":"https://orcid.org/0000-0002-2195-0449"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Denzil Ferreira","raw_affiliation_strings":["University of Oulu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015873569","display_name":"Vassilis Kostakos","orcid":"https://orcid.org/0000-0003-2804-6038"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vassilis Kostakos","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.78,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.97263464,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9914000034332275,"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":0.8333810567855835},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6015626788139343},{"id":"https://openalex.org/keywords/annoyance","display_name":"Annoyance","score":0.5482027530670166},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5306313037872314},{"id":"https://openalex.org/keywords/abandonment","display_name":"Abandonment (legal)","score":0.5006699562072754},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4077306091785431},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.0965011715888977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8333810567855835},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6015626788139343},{"id":"https://openalex.org/C178937217","wikidata":"https://www.wikidata.org/wiki/Q256401","display_name":"Annoyance","level":3,"score":0.5482027530670166},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5306313037872314},{"id":"https://openalex.org/C2779816988","wikidata":"https://www.wikidata.org/wiki/Q305418","display_name":"Abandonment (legal)","level":2,"score":0.5006699562072754},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4077306091785431},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0965011715888977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C79018884","wikidata":"https://www.wikidata.org/wiki/Q622324","display_name":"Loudness","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3098279.3098532","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3098279.3098532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Human-Computer Interaction with Mobile Devices and Services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G514611473","display_name":null,"funder_award_id":"6AIKA-A71143-AKA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6476434358","display_name":null,"funder_award_id":"276786","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W937880594","https://openalex.org/W1534180265","https://openalex.org/W1536255406","https://openalex.org/W1741920700","https://openalex.org/W1967661515","https://openalex.org/W1980996830","https://openalex.org/W1983122581","https://openalex.org/W1989261555","https://openalex.org/W1998431265","https://openalex.org/W2007226101","https://openalex.org/W2016447307","https://openalex.org/W2029778954","https://openalex.org/W2030499524","https://openalex.org/W2035239421","https://openalex.org/W2060118520","https://openalex.org/W2075743842","https://openalex.org/W2078074240","https://openalex.org/W2082834508","https://openalex.org/W2083464143","https://openalex.org/W2087759743","https://openalex.org/W2090073010","https://openalex.org/W2099913530","https://openalex.org/W2101622311","https://openalex.org/W2103777983","https://openalex.org/W2113000322","https://openalex.org/W2117462633","https://openalex.org/W2120081464","https://openalex.org/W2128551894","https://openalex.org/W2130763650","https://openalex.org/W2133990480","https://openalex.org/W2135136291","https://openalex.org/W2140225336","https://openalex.org/W2141711121","https://openalex.org/W2144533308","https://openalex.org/W2152222281","https://openalex.org/W2157389411","https://openalex.org/W2165855752","https://openalex.org/W2169173044","https://openalex.org/W2228732060","https://openalex.org/W2313121229","https://openalex.org/W2395408443","https://openalex.org/W2478911292","https://openalex.org/W2510496529","https://openalex.org/W2511316824","https://openalex.org/W2516874331","https://openalex.org/W2520488054","https://openalex.org/W2568836284","https://openalex.org/W2591257477","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2006964998","https://openalex.org/W1542491854","https://openalex.org/W2163959382","https://openalex.org/W4312257519","https://openalex.org/W4386146682","https://openalex.org/W2938339049","https://openalex.org/W4320183368","https://openalex.org/W1978513722","https://openalex.org/W2063009662","https://openalex.org/W2001659622"],"abstract_inverted_index":{"Previous":[0],"work":[1],"suggests":[2],"that":[3,45,98,135],"Quantified-Self":[4],"applications":[5,134],"can":[6,67,89,109,123,130],"retain":[7],"long-term":[8],"usage":[9,54,88],"with":[10,20,105],"motivational":[11],"methods.":[12],"These":[13],"methods":[14],"often":[15],"require":[16,136],"intermittent":[17],"attention":[18],"requests":[19],"manual":[21],"data":[22,59,74,94],"input.":[23],"This":[24],"may":[25,143],"cause":[26],"unnecessary":[27],"burden":[28],"to":[29,33,50,100,118],"the":[30,106],"user,":[31],"leading":[32],"annoyance,":[34],"frustration":[35],"and":[36,61,83,116,126,142],"possible":[37],"application":[38],"abandonment.":[39],"We":[40,71,96],"designed":[41],"a":[42,79,139,145],"novel":[43],"method":[44],"uses":[46],"on-screen":[47],"alert":[48,107],"dialogs":[49,108],"transform":[51],"recurrent":[52],"smartphone":[53],"sessions":[55],"into":[56],"moments":[57],"of":[58,102,120],"contributions":[60],"evaluate":[62],"how":[63,85],"accurately":[64,111],"machine":[65],"learning":[66],"reduce":[68],"unintended":[69,121],"interruptions.":[70],"collected":[72],"sensor":[73],"from":[75],"48":[76],"participants":[77],"during":[78],"4-week":[80],"long":[81],"deployment":[82],"analysed":[84],"personal":[86],"device":[87],"be":[90,110,124,131],"considered":[91],"in":[92],"scheduling":[93],"inputs.":[95],"show":[97],"up":[99,117],"81.7%":[101],"user":[103,114],"interactions":[104],"predicted":[112],"using":[113],"clusters,":[115],"75.5%":[119],"interruptions":[122],"prevented":[125],"rescheduled.":[127],"Our":[128],"approach":[129],"leveraged":[132],"by":[133],"self-reports":[137],"on":[138],"frequent":[140],"basis":[141],"provide":[144],"better":[146],"longitudinal":[147],"QS":[148],"experience.":[149]},"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":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
