{"id":"https://openalex.org/W2110276090","doi":"https://doi.org/10.1145/2493190.2493206","title":"User-specific touch models in a cross-device context","display_name":"User-specific touch models in a cross-device context","publication_year":2013,"publication_date":"2013-08-27","ids":{"openalex":"https://openalex.org/W2110276090","doi":"https://doi.org/10.1145/2493190.2493206","mag":"2110276090"},"language":"en","primary_location":{"id":"doi:10.1145/2493190.2493206","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2493190.2493206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th 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/A5032594386","display_name":"Daniel Buschek","orcid":"https://orcid.org/0000-0002-0013-715X"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Buschek","raw_affiliation_strings":["University of Munich, Munich, Germany","University of Munich, Munich, GERMANY#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"University of Munich, Munich, GERMANY#TAB#","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060432668","display_name":"Simon Rogers","orcid":"https://orcid.org/0000-0003-3578-4477"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Rogers","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070918132","display_name":"Roderick Murray\u2010Smith","orcid":"https://orcid.org/0000-0003-4228-7962"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roderick Murray-Smith","raw_affiliation_strings":["University of Glasgow, Glasgow, United Kingdom","University of Glasgow, Glasgow, United Kingdom#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, United Kingdom#TAB#","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"382","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10789","display_name":"Interactive and Immersive Displays","score":0.9939000010490417,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.9939000010490417,"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9934999942779541,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.993399977684021,"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":0.8356465101242065},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.6613105535507202},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5018017292022705},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49598607420921326},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.4901059567928314},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.461242139339447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46074309945106506},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.4112060070037842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3913412094116211},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.2923898696899414},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12433856725692749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8356465101242065},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.6613105535507202},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5018017292022705},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49598607420921326},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.4901059567928314},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.461242139339447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46074309945106506},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.4112060070037842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3913412094116211},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2923898696899414},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12433856725692749},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2493190.2493206","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2493190.2493206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th international conference on Human-computer interaction with mobile devices and services","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.421.8877","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.8877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.dcs.gla.ac.uk/~rod/publications/BusRogMur13.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:80621","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/80621/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W102517386","https://openalex.org/W1746819321","https://openalex.org/W1975864341","https://openalex.org/W1995225809","https://openalex.org/W2003849625","https://openalex.org/W2004403975","https://openalex.org/W2017236204","https://openalex.org/W2036530198","https://openalex.org/W2072075309","https://openalex.org/W2108518773","https://openalex.org/W2117298058","https://openalex.org/W2118711147","https://openalex.org/W2130033216","https://openalex.org/W2149344674","https://openalex.org/W2295007882","https://openalex.org/W4211049957","https://openalex.org/W6629804754"],"related_works":["https://openalex.org/W2366886627","https://openalex.org/W1863657797","https://openalex.org/W1968674371","https://openalex.org/W3097319984","https://openalex.org/W2012552426","https://openalex.org/W1833779271","https://openalex.org/W4249874437","https://openalex.org/W2562172105","https://openalex.org/W1840178152","https://openalex.org/W2971404056"],"abstract_inverted_index":{"We":[0,21,125,139],"present":[1],"a":[2,23,45,133],"machine":[3],"learning":[4],"approach":[5,99],"to":[6,14,18,26,40,101,105,108,143],"train":[7],"user-specific":[8,83],"offset":[9],"models,":[10],"which":[11],"map":[12],"actual":[13],"intended":[15],"touch":[16,33],"locations":[17],"improve":[19,64],"accuracy.":[20],"propose":[22],"flexible":[24],"framework":[25],"adapt":[27,106],"and":[28,38,58,76,92,146],"apply":[29,141],"models":[30,61,80,84,107,119,128,142],"trained":[31],"on":[32],"data":[34,52],"from":[35,53,85,132],"one":[36],"device":[37,111],"user":[39],"others.":[41],"This":[42],"paper":[43],"presents":[44],"study":[46],"of":[47,136],"the":[48,70,109],"first":[49],"published":[50],"experimental":[51],"multiple":[54],"devices":[55,75],"per":[56],"user,":[57,72],"indicates":[59],"that":[60,97,127],"not":[62],"only":[63],"accuracy":[65,121],"between":[66],"repeated":[67],"sessions":[68],"for":[69],"same":[71],"but":[73],"across":[74],"users,":[77],"too.":[78],"Device-specific":[79],"outperform":[81],"unadapted":[82],"different":[86],"devices.":[87],"However,":[88],"with":[89],"both":[90],"user-":[91],"device-specific":[93],"data,":[94],"we":[95],"demonstrate":[96],"our":[98],"allows":[100],"combine":[102],"this":[103],"information":[104],"targeted":[110],"resulting":[112],"in":[113],"significant":[114],"improvement.":[115],"On":[116],"average,":[117],"adapted":[118],"improved":[120],"by":[122],"over":[123],"8%.":[124],"show":[126],"can":[129],"be":[130],"obtained":[131],"small":[134],"number":[135],"touches":[137],"(\u224860).":[138],"also":[140],"predict":[144],"input-styles":[145],"identify":[147],"users.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
