{"id":"https://openalex.org/W2743087714","doi":"https://doi.org/10.1145/3131214.3131225","title":"Interpretable Machine Learning for Mobile Notification Management","display_name":"Interpretable Machine Learning for Mobile Notification Management","publication_year":2017,"publication_date":"2017-08-04","ids":{"openalex":"https://openalex.org/W2743087714","doi":"https://doi.org/10.1145/3131214.3131225","mag":"2743087714"},"language":"en","primary_location":{"id":"doi:10.1145/3131214.3131225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131214.3131225","pdf_url":null,"source":{"id":"https://openalex.org/S4210227886","display_name":"GetMobile Mobile Computing and Communications","issn_l":"2375-0529","issn":["2375-0529","2375-0537"],"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":"GetMobile: Mobile Computing and Communications","raw_type":"journal-article"},"type":"article","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/A5103129498","display_name":"Abhinav Mehrotra","orcid":"https://orcid.org/0000-0001-6751-0302"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abhinav Mehrotra","raw_affiliation_strings":["University College London and The Alan Turing Institute, UK"],"affiliations":[{"raw_affiliation_string":"University College London and The Alan Turing Institute, UK","institution_ids":["https://openalex.org/I4210128584","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047566304","display_name":"Robert Hendley","orcid":"https://orcid.org/0000-0001-7079-3358"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert Hendley","raw_affiliation_strings":["University of Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078886343","display_name":"Mirco Musolesi","orcid":"https://orcid.org/0000-0001-9712-4090"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mirco Musolesi","raw_affiliation_strings":["University College London and The Alan Turing Institute, UK"],"affiliations":[{"raw_affiliation_string":"University College London and The Alan Turing Institute, UK","institution_ids":["https://openalex.org/I4210128584","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103129498"],"corresponding_institution_ids":["https://openalex.org/I4210128584","https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":6.3236,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96442555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"21","issue":"2","first_page":"35","last_page":"38"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9926999807357788,"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/T11719","display_name":"Data Quality and Management","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.7936999797821045},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7631593346595764},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7143282294273376},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.47590622305870056},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4432610273361206},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43356966972351074},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.43309780955314636},{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.41676604747772217},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.41346976161003113},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39856967329978943},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3465929329395294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23857668042182922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936999797821045},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7631593346595764},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7143282294273376},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.47590622305870056},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4432610273361206},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43356966972351074},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.43309780955314636},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.41676604747772217},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.41346976161003113},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39856967329978943},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3465929329395294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23857668042182922},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3131214.3131225","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131214.3131225","pdf_url":null,"source":{"id":"https://openalex.org/S4210227886","display_name":"GetMobile Mobile Computing and Communications","issn_l":"2375-0529","issn":["2375-0529","2375-0537"],"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":"GetMobile: Mobile Computing and Communications","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/741919","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/741919","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:Publications/216c0a15-b7b0-47dd-8c9f-d0e745c16065","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.atira.dk:publications/216c0a15-b7b0-47dd-8c9f-d0e745c16065","is_oa":false,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/216c0a15-b7b0-47dd-8c9f-d0e745c16065","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6430375795","display_name":null,"funder_award_id":"EP/L018829/2","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":13,"referenced_works":["https://openalex.org/W751470531","https://openalex.org/W1424744123","https://openalex.org/W1996634858","https://openalex.org/W2011930619","https://openalex.org/W2092676845","https://openalex.org/W2107643854","https://openalex.org/W2120081464","https://openalex.org/W2166299892","https://openalex.org/W2166559705","https://openalex.org/W2406393172","https://openalex.org/W2998574808","https://openalex.org/W4295021613","https://openalex.org/W6845709182"],"related_works":["https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W4229499248","https://openalex.org/W4378874356","https://openalex.org/W2055733372","https://openalex.org/W2369811061"],"abstract_inverted_index":{"Mobile":[0],"notifications":[1,27,62],"are":[2,28,41],"increasingly":[3],"used":[4],"by":[5,69,92,125],"a":[6,51,88,114],"variety":[7],"of":[8,67,109,127],"applications":[9],"to":[10,18,23,33,95,100],"inform":[11],"users":[12,96],"about":[13],"events,":[14],"news":[15],"or":[16,102],"just":[17,87],"send":[19],"alerts":[20],"and":[21,44,81,120],"reminders":[22],"them.":[24],"However,":[25],"many":[26],"neither":[29],"useful":[30],"nor":[31],"relevant":[32],"users'":[34,58],"interests":[35],"and,":[36],"for":[37,60,83],"this":[38],"reason,":[39],"they":[40],"considered":[42],"disruptive":[43],"potentially":[45],"annoying,":[46],"as":[47],"well.":[48],"PrefMiner":[49,76,110],"is":[50,111,123],"novel":[52],"interruptibility":[53],"management":[54],"solution":[55],"that":[56],"learns":[57],"preferences":[59],"receiving":[61],"based":[63,112],"on":[64,113],"automatic":[65],"extraction":[66],"rules":[68,94],"mining":[70],"their":[71],"interaction":[72],"with":[73],"mobile":[74,117],"phones.":[75],"aims":[77],"at":[78,105],"being":[79],"intelligible":[80],"interpretable":[82],"users,":[84],"i.e.,":[85],"not":[86],"\"black":[89],"box\"":[90],"solution,":[91],"suggesting":[93],"who":[97],"might":[98],"decide":[99],"accept":[101],"discard":[103],"them":[104],"run-time.":[106],"The":[107],"design":[108],"large":[115],"scale":[116],"notification":[118],"dataset":[119],"its":[121],"effectiveness":[122],"evaluated":[124],"means":[126],"an":[128],"in-the-wild":[129],"deployment.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-08-17T00:00:00"}