{"id":"https://openalex.org/W2943830510","doi":"https://doi.org/10.1145/3290607.3313009","title":"Inferring User Engagement from Interaction Data","display_name":"Inferring User Engagement from Interaction Data","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2943830510","doi":"https://doi.org/10.1145/3290607.3313009","mag":"2943830510"},"language":"en","primary_location":{"id":"doi:10.1145/3290607.3313009","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290607.3313009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems","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/A5047448414","display_name":"Jonathan Carlton","orcid":"https://orcid.org/0000-0002-2695-0480"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan Carlton","raw_affiliation_strings":["The University of Manchester & BBC Research and Development, Manchester, Greater Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Manchester & BBC Research and Development, Manchester, Greater Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038468425","display_name":"Andy Brown","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andy Brown","raw_affiliation_strings":["BBC Research and Development, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BBC Research and Development, Manchester, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073224837","display_name":"Caroline Jay","orcid":"https://orcid.org/0000-0002-6080-1382"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Caroline Jay","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105350782","display_name":"John Keane","orcid":"https://orcid.org/0000-0001-9022-4339"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Keane","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9954000115394592,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.6618654727935791},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4258619546890259}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6618654727935791},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4258619546890259}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3290607.3313009","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290607.3313009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/06fca12c-0363-4d85-838a-7d8163dc89a2","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/06fca12c-0363-4d85-838a-7d8163dc89a2","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Carlton, J, Brown, A, Jay, C & Keane, J 2019, 'Inferring User Engagement from Interaction Data', Paper presented at ACM 2019 CHI Conference on Human Factors in Computing Systems, Glasgow, United Kingdom, 4/05/19 - 9/05/19. https://doi.org/10.1145/3290607.3313009","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:publications/06fca12c-0363-4d85-838a-7d8163dc89a2","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/inferring-user-engagement-from-interaction-data(06fca12c-0363-4d85-838a-7d8163dc89a2).html","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Carlton, J, Brown, A, Jay, C & Keane, J 2019, 'Inferring User Engagement from Interaction Data', Paper presented at ACM 2019 CHI Conference on Human Factors in Computing Systems, Glasgow, United Kingdom, 4/05/19 - 9/05/19. https://doi.org/10.1145/3290607.3313009","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1984766374","https://openalex.org/W2044011347","https://openalex.org/W2270249641","https://openalex.org/W2460657948","https://openalex.org/W2766228548","https://openalex.org/W2767700154","https://openalex.org/W2782898451","https://openalex.org/W2788401181","https://openalex.org/W2904560074"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"preliminary":[3],"results":[4,81],"of":[5,27,41,58,102],"a":[6,64],"study":[7,29],"designed":[8],"to":[9,37,54,61],"quantify":[10],"users'":[11],"engagement":[12,42,67,76,88],"levels":[13,68],"with":[14,77,112],"interactive":[15],"media":[16,78],"content,":[17],"through":[18],"self-reported":[19],"measures":[20],"and":[21,69,89],"interaction":[22,32,59],"data.":[23],"The":[24,47],"broad":[25],"hypothesis":[26,96],"the":[28,39,45,56,95,98,103,106],"is":[30,53],"that":[31,72,97],"data":[33,60,73],"can":[34],"be":[35],"used":[36],"predict":[38],"level":[40],"felt":[43],"by":[44],"user.":[46],"challenge":[48],"addressed":[49],"in":[50,105],"this":[51],"work":[52],"explore":[55],"effectiveness":[57],"act":[62],"as":[63],"proxy":[65],"for":[66],"reveal":[70],"what":[71],"shows":[74],"about":[75,86],"content.":[79],"Preliminary":[80],"suggest":[82],"several":[83],"interesting":[84],"insights":[85],"participants":[87],"behaviour.":[90],"Crucially,":[91],"temporal":[92],"statistics":[93],"support":[94],"participant":[99],"making":[100],"use":[101],"controls":[104],"interactive,":[107],"video-based":[108],"experience":[109],"positively":[110],"correlates":[111],"higher":[113],"engagement.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}