{"id":"https://openalex.org/W2015096701","doi":"https://doi.org/10.1145/2628363.2628404","title":"Learning to recognise disruptive smartphone notifications","display_name":"Learning to recognise disruptive smartphone notifications","publication_year":2014,"publication_date":"2014-09-23","ids":{"openalex":"https://openalex.org/W2015096701","doi":"https://doi.org/10.1145/2628363.2628404","mag":"2015096701"},"language":"en","primary_location":{"id":"doi:10.1145/2628363.2628404","doi":"https://doi.org/10.1145/2628363.2628404","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2628363.2628404","pdf_url":null,"source":{"id":"https://openalex.org/S7407086417","display_name":"International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services","raw_type":"proceedings-article"},"volume":null,"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/A5103495006","display_name":"Jeremiah Smith","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeremiah Smith","raw_affiliation_strings":["Imperial College, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041402035","display_name":"Anna Lavygina","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anna Lavygina","raw_affiliation_strings":["Imperial College, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049631171","display_name":"Jiefei Ma","orcid":"https://orcid.org/0009-0003-0147-841X","observed_orcids":["https://orcid.org/0009-0003-0147-841X"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiefei Ma","raw_affiliation_strings":["Imperial College, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046462940","display_name":"Alessandra Russo","orcid":"https://orcid.org/0000-0002-3318-8711","observed_orcids":["https://orcid.org/0000-0002-3318-8711"]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandra Russo","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038798416","display_name":"Naranker Dulay","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Naranker Dulay","raw_affiliation_strings":["Imperial College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College London, London, United Kingdom","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":3.5007,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93432203,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"124"},"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":0.9526000022888184,"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":0.9526000022888184,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.009800000116229057,"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/T10470","display_name":"Usability and User Interface Design","score":0.007799999788403511,"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/concept-drift","display_name":"concept drift","score":0.6439999938011169},{"id":"https://openalex.org/keywords/user-behavior-prediction","display_name":"user behavior prediction","score":0.7239999771118164},{"id":"https://openalex.org/keywords/error-costs","display_name":"error costs","score":0.5429999828338623},{"id":"https://openalex.org/keywords/fieldwork","display_name":"fieldwork","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7186022996902466},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.661592423915863},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6045145392417908},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.5072126388549805},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5065978765487671},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4384959042072296},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.42378753423690796},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3564838767051697},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10047969222068787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2628363.2628404","doi":"https://doi.org/10.1145/2628363.2628404","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2628363.2628404","pdf_url":null,"source":{"id":"https://openalex.org/S7407086417","display_name":"International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8159524164","display_name":"Privacy Dynamics: Learning from the Wisdom of Groups","funder_award_id":"EP/K033425/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1593041439","https://openalex.org/W1597880672","https://openalex.org/W1602936994","https://openalex.org/W1917589130","https://openalex.org/W1975588061","https://openalex.org/W2077841574","https://openalex.org/W2105410655","https://openalex.org/W2122632934","https://openalex.org/W2130763650","https://openalex.org/W2135136291","https://openalex.org/W2144533308","https://openalex.org/W2144624026","https://openalex.org/W2152560486","https://openalex.org/W2154642793","https://openalex.org/W2165631224","https://openalex.org/W2501480531","https://openalex.org/W3186063679","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2077841574","https://openalex.org/W1986906037","https://openalex.org/W2583783628","https://openalex.org/W3109604480","https://openalex.org/W4213432318","https://openalex.org/W2727982367","https://openalex.org/W1918197638","https://openalex.org/W2097540105","https://openalex.org/W7100079007","https://openalex.org/W2011930619"],"abstract_inverted_index":{"Short":[0],"term":[1],"studies":[2],"in":[3,20],"controlled":[4],"environments":[5],"have":[6],"shown":[7],"that":[8],"user":[9,22,31],"behaviour":[10,23],"is":[11,38],"consistent":[12],"enough":[13],"to":[14,34],"predict":[15],"disruptive":[16,51,80],"smartphone":[17,52],"notifications.":[18],"However,":[19],"practice,":[21],"changes":[24],"over":[25],"time":[26],"(concept":[27],"drift)":[28],"and":[29],"individual":[30],"preferences":[32],"need":[33],"be":[35],"considered.":[36],"There":[37],"a":[39,67],"lack":[40],"of":[41],"research":[42],"on":[43,66],"which":[44],"methods":[45],"are":[46],"best":[47],"suited":[48],"for":[49],"predicting":[50],"notifications":[53],"longer-term,":[54],"taking":[55],"into":[56],"account":[57],"varying":[58],"error":[59],"costs.":[60],"In":[61],"this":[62],"paper":[63],"we":[64],"report":[65],"16":[68],"week":[69],"field":[70],"study":[71],"comparing":[72],"how":[73],"well":[74],"different":[75],"learners":[76],"perform":[77],"at":[78],"mitigating":[79],"incoming":[81],"phone":[82],"calls.":[83]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}