{"id":"https://openalex.org/W2510496529","doi":"https://doi.org/10.1145/2971648.2971747","title":"PrefMiner","display_name":"PrefMiner","publication_year":2016,"publication_date":"2016-09-09","ids":{"openalex":"https://openalex.org/W2510496529","doi":"https://doi.org/10.1145/2971648.2971747","mag":"2510496529"},"language":"en","primary_location":{"id":"doi:10.1145/2971648.2971747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2971648.2971747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/c3025913-a2b2-49e6-913f-3f310b148f68","any_repository_has_fulltext":true},"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/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]},{"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/I3133184724","display_name":"University College Birmingham","ror":"https://ror.org/042ver755","country_code":"GB","type":"education","lineage":["https://openalex.org/I3133184724"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abhinav Mehrotra","raw_affiliation_strings":["University of Birmingham, University College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, University College London, United Kingdom","institution_ids":["https://openalex.org/I3133184724","https://openalex.org/I45129253","https://openalex.org/I79619799"]}]},{"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, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Birmingham, United Kingdom","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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mirco Musolesi","raw_affiliation_strings":["University College London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, United Kingdom","institution_ids":["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/I3133184724","https://openalex.org/I45129253","https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":55.6478,"has_fulltext":false,"cited_by_count":134,"citation_normalized_percentile":{"value":0.99810785,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1223","last_page":"1234"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9932000041007996,"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/variety","display_name":"Variety (cybernetics)","score":0.7486648559570312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6975467205047607},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4867818057537079},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4523495137691498},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.42395055294036865},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35651886463165283},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.1790315806865692},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17189908027648926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06619763374328613}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7486648559570312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6975467205047607},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4867818057537079},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4523495137691498},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.42395055294036865},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35651886463165283},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.1790315806865692},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17189908027648926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06619763374328613}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2971648.2971747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2971648.2971747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/740836","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/740836","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/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:Publications/c3025913-a2b2-49e6-913f-3f310b148f68","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:openaire_cris_publications/c3025913-a2b2-49e6-913f-3f310b148f68","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c3025913-a2b2-49e6-913f-3f310b148f68","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mehrotra, A, Hendley, R & Musolesi, M 2016, PrefMiner: Mining User\u2019s Preferences for Intelligent Mobile Notification Management. in Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) . Association for Computing Machinery , pp. 1223-1234 , 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) , Heidelberg, Germany, 12/09/16. https://doi.org/10.1145/2971648.2971747","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c3025913-a2b2-49e6-913f-3f310b148f68","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c3025913-a2b2-49e6-913f-3f310b148f68","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mehrotra, A, Hendley, R & Musolesi, M 2016, PrefMiner: Mining User\u2019s Preferences for Intelligent Mobile Notification Management. in Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) . Association for Computing Machinery , pp. 1223-1234 , 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2016) , Heidelberg, Germany, 12/09/16. https://doi.org/10.1145/2971648.2971747","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5134562467","display_name":"MACACO: Mobile context-Adaptive CAching for COntent-centric networking","funder_award_id":"EP/L018829/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"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"},{"id":"https://openalex.org/G8909586473","display_name":null,"funder_award_id":"EP/L018829/1","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":32,"referenced_works":["https://openalex.org/W24931679","https://openalex.org/W331312376","https://openalex.org/W1527065706","https://openalex.org/W1673310716","https://openalex.org/W1917589130","https://openalex.org/W1970361289","https://openalex.org/W1996634858","https://openalex.org/W1998431265","https://openalex.org/W2011930619","https://openalex.org/W2048020986","https://openalex.org/W2049401656","https://openalex.org/W2063748437","https://openalex.org/W2092676845","https://openalex.org/W2096651496","https://openalex.org/W2107643854","https://openalex.org/W2116144139","https://openalex.org/W2120081464","https://openalex.org/W2130763650","https://openalex.org/W2135136291","https://openalex.org/W2142062694","https://openalex.org/W2152560486","https://openalex.org/W2159624469","https://openalex.org/W2166299892","https://openalex.org/W2166559705","https://openalex.org/W2171634212","https://openalex.org/W2403250881","https://openalex.org/W2406393172","https://openalex.org/W2435251607","https://openalex.org/W2554125638","https://openalex.org/W2562836854","https://openalex.org/W4244928213","https://openalex.org/W4295021613"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W2094012830","https://openalex.org/W187246281"],"abstract_inverted_index":{"Mobile":[0],"notifications":[1,27,70],"are":[2,28,42,103],"increasingly":[3],"used":[4],"by":[5,77,135],"a":[6,59,89,99,124],"variety":[7],"of":[8,57,75,119,137],"applications":[9],"to":[10,18,23,33,87,105,110],"inform":[11],"users":[12,106],"about":[13],"events,":[14],"news":[15],"or":[16,112],"just":[17,98],"send":[19],"alerts":[20],"and":[21,45,55,130],"reminders":[22],"them.":[24],"However,":[25],"many":[26],"neither":[29],"useful":[30],"nor":[31],"relevant":[32],"users'":[34,66],"interests":[35],"and,":[36],"also":[37],"for":[38,68,94],"this":[39,48],"reason,":[40],"they":[41],"considered":[43],"disruptive":[44],"potentially":[46],"annoying.&#13;\\n&#13;\\nIn":[47],"paper":[49],"we":[50],"present":[51],"the":[52],"design,":[53],"implementation":[54],"evaluation":[56],"PrefMiner,":[58],"novel":[60],"interruptibility":[61],"management":[62],"solution":[63],"that":[64,91],"learns":[65],"preferences":[67],"receiving":[69],"based":[71,122],"on":[72,123],"automatic":[73],"extraction":[74],"rules":[76],"mining":[78],"their":[79],"interaction":[80],"with":[81],"mobile":[82,127],"phones.":[83],"The":[84,117],"goal":[85],"is":[86,92,121,133],"build":[88],"system":[90],"intelligible":[93],"users,":[95],"i.e.,":[96],"not":[97],"\"black-box\"":[100],"solution.":[101],"Rules":[102],"shown":[104],"who":[107],"might":[108],"decide":[109],"accept":[111],"discard":[113],"them":[114],"at":[115],"run-time.":[116],"design":[118],"PrefMiner":[120],"large":[125],"scale":[126],"notification":[128],"dataset":[129],"its":[131],"effectiveness":[132],"evaluated":[134],"means":[136],"an":[138],"in-the-wild":[139],"deployment.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":21},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":18}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2016-09-16T00:00:00"}
