{"id":"https://openalex.org/W4391568830","doi":"https://doi.org/10.1145/3643893","title":"Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring","display_name":"Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391568830","doi":"https://doi.org/10.1145/3643893"},"language":"en","primary_location":{"id":"doi:10.1145/3643893","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643893","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643893","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3643893","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007286510","display_name":"Zeinab R. Yousefi","orcid":"https://orcid.org/0000-0002-0318-7136"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Zeinab R. Yousefi","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0318-7136","affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075684080","display_name":"Tung Vuong","orcid":"https://orcid.org/0000-0002-3317-3421"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tung Vuong","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3317-3421","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088477786","display_name":"Marie Al-Ghossein","orcid":"https://orcid.org/0000-0002-0729-6954"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Marie AlGhossein","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0729-6954","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064247235","display_name":"Tuukka Ruotsalo","orcid":"https://orcid.org/0000-0002-2203-4928"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["DK","FI"],"is_corresponding":false,"raw_author_name":"Tuukka Ruotsalo","raw_affiliation_strings":["LUT University, Lappeenranta, Finland and University of Copenhagen, Kobenhavn, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-2203-4928","affiliations":[{"raw_affiliation_string":"LUT University, Lappeenranta, Finland and University of Copenhagen, Kobenhavn, Denmark","institution_ids":["https://openalex.org/I124055696","https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110682705","display_name":"Giulio Jaccuci","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Giulio Jaccuci","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9185-7928","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI","GB"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Aalto University, Helsinki, Finland and University of Manchester, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0003-1925-9154","affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland and University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311","https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3241,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91030403,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"2","first_page":"1","last_page":"27"},"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":0.9995999932289124,"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":0.9995999932289124,"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/T11719","display_name":"Data Quality and Management","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/footprinting","display_name":"Footprinting","score":0.8918524980545044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5317254066467285},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3384917080402374},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.19382315874099731},{"id":"https://openalex.org/keywords/transcription-factor","display_name":"Transcription factor","score":0.11177462339401245}],"concepts":[{"id":"https://openalex.org/C2778021871","wikidata":"https://www.wikidata.org/wiki/Q648006","display_name":"Footprinting","level":4,"score":0.8918524980545044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317254066467285},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3384917080402374},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.19382315874099731},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.11177462339401245},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3643893","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643893","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643893","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/b08009e4-caec-4ea1-bfb6-a400fc9d9989","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/b08009e4-caec-4ea1-bfb6-a400fc9d9989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Rezaei Yousefi, Z, Vuong, T, Al-Ghossein, M, Ruotsalo, T, Jacucci, G & Kaski, S 2024, 'Entity Footprinting: Modeling Contextual User States via Digital Activity Monitoring', ACM Transactions on Interactive Intelligent Systems , vol. 14, no. 2, 9, pp. 1 - 27. https://doi.org/10.1145/3643893","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:lutpub.lut.fi:10024/167013","is_oa":true,"landing_page_url":"https://lutpub.lut.fi/handle/10024/167013","pdf_url":"https://lutpub.lut.fi/bitstream/10024/167013/1/yousefi_et_al_entity_footprinting_camera_ready.pdf","source":{"id":"https://openalex.org/S4306402474","display_name":"LUTPub (LUT University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63548447","host_organization_name":"Lappeenranta-Lahti University of Technology","host_organization_lineage":["https://openalex.org/I63548447"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/a8b01dc4-e9be-4947-b331-f6f9174ad219","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/a8b01dc4-e9be-4947-b331-f6f9174ad219","pdf_url":"https://researchprofiles.ku.dk/files/412795667/Entity_Footprinting.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"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":"Yousefi , Z R , Vuong , T , Alghossein , M , Ruotsalo , T , Jaccuci , G & Kaski , S 2024 , ' Entity Footprinting : Modeling Contextual User States via Digital Activity Monitoring ' , ACM Transactions on Interactive Intelligent Systems , vol. 14 , no. 2 , 9 . https://doi.org/10.1145/3643893","raw_type":"article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/127725","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/02fdcfd3-2a0b-40d5-b29b-8b2bccd39a56","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1145/3643893","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643893","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643893","source":{"id":"https://openalex.org/S4210173818","display_name":"ACM Transactions on Interactive Intelligent Systems","issn_l":"2160-6455","issn":["2160-6455","2160-6463"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Interactive Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3210435065","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7561857167","display_name":null,"funder_award_id":"CHIST-ERA-20-BCI-001","funder_id":"https://openalex.org/F4320338463","funder_display_name":"CHIST-ERA"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332050","display_name":"Finnish Center for Artificial Intelligence","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338463","display_name":"CHIST-ERA","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391568830.pdf","grobid_xml":"https://content.openalex.org/works/W4391568830.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W73723479","https://openalex.org/W1491013779","https://openalex.org/W1977089507","https://openalex.org/W1981261334","https://openalex.org/W1992223766","https://openalex.org/W1994828125","https://openalex.org/W2015642291","https://openalex.org/W2024720850","https://openalex.org/W2045865594","https://openalex.org/W2055158566","https://openalex.org/W2078786834","https://openalex.org/W2080160723","https://openalex.org/W2081810151","https://openalex.org/W2085215835","https://openalex.org/W2095627566","https://openalex.org/W2107592605","https://openalex.org/W2109982513","https://openalex.org/W2111827258","https://openalex.org/W2115205574","https://openalex.org/W2120076005","https://openalex.org/W2120376711","https://openalex.org/W2125551505","https://openalex.org/W2128070164","https://openalex.org/W2131774270","https://openalex.org/W2144266514","https://openalex.org/W2146133727","https://openalex.org/W2149861481","https://openalex.org/W2158266063","https://openalex.org/W2169150382","https://openalex.org/W2221971083","https://openalex.org/W2228653641","https://openalex.org/W2288290312","https://openalex.org/W2321700744","https://openalex.org/W2339388094","https://openalex.org/W2344015651","https://openalex.org/W2591879194","https://openalex.org/W2608239929","https://openalex.org/W2612690371","https://openalex.org/W2755827294","https://openalex.org/W2766337907","https://openalex.org/W2783539613","https://openalex.org/W2790000293","https://openalex.org/W2793652880","https://openalex.org/W2811593923","https://openalex.org/W2892925755","https://openalex.org/W2896457183","https://openalex.org/W2914767245","https://openalex.org/W2914783728","https://openalex.org/W2984100107","https://openalex.org/W3125055770","https://openalex.org/W3179948295","https://openalex.org/W3188048876","https://openalex.org/W3193820544","https://openalex.org/W4206655182","https://openalex.org/W4213069590","https://openalex.org/W4231510805","https://openalex.org/W4233462527","https://openalex.org/W4233905977","https://openalex.org/W4234859835","https://openalex.org/W4239110337","https://openalex.org/W4241850560","https://openalex.org/W4245537216","https://openalex.org/W4254300870","https://openalex.org/W4297794619","https://openalex.org/W6636924777"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1148954706","https://openalex.org/W4388367611","https://openalex.org/W1553613240","https://openalex.org/W4282828727","https://openalex.org/W21615084","https://openalex.org/W1967085530","https://openalex.org/W958315937"],"abstract_inverted_index":{"Our":[0,125,224],"digital":[1,18,28,43,77,96,107,140,170,245],"life":[2],"consists":[3],"of":[4,55,136,155,172,231],"activities":[5,108,171,246],"that":[6,27,37,104,235],"are":[7],"organized":[8],"around":[9,20],"tasks":[10,54],"and":[11,66,68,85,112,145,158,195,212,220,247],"exhibit":[12],"different":[13],"user":[14,82,97,131,193,208],"states":[15,132,194],"in":[16,139,167],"the":[17,53,149,152,169,201,229,250,254],"contexts":[19],"these":[21,59],"activities.":[22,78,141],"Previous":[23],"works":[24],"have":[25,46,226],"shown":[26],"activity":[29],"monitoring":[30,243],"can":[31,236],"be":[32],"used":[33,188],"to":[34,41,50,128,189,217],"predict":[35,191,197],"entities":[36,116,137,157,199],"users":[38],"will":[39],"need":[40],"perform":[42],"tasks.":[44],"There":[45],"been":[47,73],"methods":[48],"developed":[49],"automatically":[51],"detect":[52,129],"a":[56,164],"user.":[57],"However,":[58],"studies":[60],"typically":[61],"support":[62],"only":[63],"specific":[64],"applications":[65],"tasks,":[67],"relatively":[69],"little":[70],"research":[71],"has":[72],"conducted":[74],"on":[75,109],"real-life":[76],"This":[79],"article":[80],"introduces":[81],"state":[83,209,241],"modeling":[84],"prediction":[86,214],"with":[87],"contextual":[88,130,192,240],"information":[89,252],"captured":[90],"as":[91],"entities,":[92],"recorded":[93,176],"from":[94,184],"real-world":[95],"behavior,":[98],"called":[99],"entity":[100,213],"footprinting":[101],"\u2014a":[102],"system":[103],"records":[105],"users\u2019":[106,239,244],"their":[110,159],"screens":[111],"proactively":[113,248],"provides":[114],"useful":[115],"across":[117],"application":[118],"boundaries":[119],"without":[120],"requiring":[121],"explicit":[122],"query":[123],"formulation.":[124],"methodology":[126],"is":[127,187],"using":[133],"latent":[134,153],"representations":[135],"occurring":[138],"Using":[142],"topic":[143,222],"models":[144],"recurrent":[146],"neural":[147],"networks,":[148],"model":[150,182],"learns":[151],"representation":[154],"concurrent":[156],"sequential":[160],"relationships.":[161],"We":[162],"report":[163],"field":[165],"study":[166],"which":[168],"13":[173],"people":[174],"were":[175],"continuously":[177],"for":[178,200,228],"14":[179],"days.":[180],"The":[181,204],"learned":[183],"this":[185],"data":[186],"(1)":[190],"(2)":[196],"relevant":[198],"detected":[202],"states.":[203],"results":[205],"show":[206],"improved":[207],"detection":[210],"accuracy":[211],"performance":[215],"compared":[216],"static,":[218],"heuristic,":[219],"basic":[221],"models.":[223],"findings":[225],"implications":[227],"design":[230],"proactive":[232],"recommendation":[233],"systems":[234],"implicitly":[237],"infer":[238],"by":[242],"recommending":[249],"right":[251,255],"at":[253],"time.":[256]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2024-02-07T00:00:00"}
