{"id":"https://openalex.org/W4400106305","doi":"https://doi.org/10.1145/3631700.3653062","title":"Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends","display_name":"Paradigm Shifts in User Modeling: A Journey from Historical Foundations to Emerging Trends","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400106305","doi":"https://doi.org/10.1145/3631700.3653062"},"language":"en","primary_location":{"id":"doi:10.1145/3631700.3653062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3653062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3631700.3653062","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035879496","display_name":"Erasmo Purificato","orcid":"https://orcid.org/0000-0002-5506-3020"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erasmo Purificato","raw_affiliation_strings":["Institute of Technical and Business Information Systems | Human-Centred AI Group, Otto von Guericke University Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5506-3020","affiliations":[{"raw_affiliation_string":"Institute of Technical and Business Information Systems | Human-Centred AI Group, Otto von Guericke University Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008065624","display_name":"Ludovico Boratto","orcid":"https://orcid.org/0000-0002-6053-3015"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ludovico Boratto","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Cagliari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6053-3015","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048751530","display_name":"Ernesto William De Luca","orcid":"https://orcid.org/0000-0003-3621-4118"},"institutions":[{"id":"https://openalex.org/I4210107033","display_name":"Leibniz Institute for Educational Media | Georg Eckert Institute","ror":"https://ror.org/01hnv8x68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210107033"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ernesto William De Luca","raw_affiliation_strings":["Leibniz Institute for Educational Media | Georg Eckert Institute, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3621-4118","affiliations":[{"raw_affiliation_string":"Leibniz Institute for Educational Media | Georg Eckert Institute, Germany","institution_ids":["https://openalex.org/I4210107033"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9854999780654907,"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/T14074","display_name":"Persona Design and Applications","score":0.9771000146865845,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5728826522827148},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42227405309677124},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35704147815704346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5728826522827148},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42227405309677124},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35704147815704346}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3631700.3653062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3653062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unica.it:11584/431253","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.1145/3631700.3653062","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3631700.3653062","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3653062","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W52770770","https://openalex.org/W1586824032","https://openalex.org/W2014023679","https://openalex.org/W2088609771","https://openalex.org/W2114753133","https://openalex.org/W2132546753","https://openalex.org/W2173495801","https://openalex.org/W2947612811","https://openalex.org/W2976552083","https://openalex.org/W2982019227","https://openalex.org/W3153128630","https://openalex.org/W3179436402","https://openalex.org/W3213333365","https://openalex.org/W4306316860","https://openalex.org/W4306317443","https://openalex.org/W4361230837","https://openalex.org/W4362671717","https://openalex.org/W4379538554","https://openalex.org/W4382239673","https://openalex.org/W4384303213","https://openalex.org/W4384644429","https://openalex.org/W4391912563"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,149],"presented":[1],"tutorial":[2],"aims":[3],"to":[4,80,108,160],"serve":[5],"as":[6,111,113],"a":[7,37,56,59],"comprehensive":[8],"roadmap":[9],"for":[10],"the":[11,15,22,28,41,68,89,97,114,122,130,133,157,162],"UMAP":[12],"community":[13],"into":[14],"current":[16,115],"user":[17,49,52,139,141,144],"modeling":[18,50],"research,":[19],"focusing":[20],"on":[21],"paradigm":[23,98],"shifts":[24,99],"that":[25,100],"have":[26,101],"transformed":[27],"research":[29,46,77,116],"landscape":[30],"in":[31,75,85,103,121,132,154],"recent":[32,104],"times.":[33],"We":[34,64],"will":[35,65,151],"provide":[36],"complete":[38],"overview":[39],"of":[40,48,62,91,164],"large,":[42],"long-standing,":[43],"and":[44,51,58,83,118,128,137,146],"ever-growing":[45],"fields":[47],"profiling,":[53,140],"both":[54],"from":[55],"historical":[57],"technical":[60],"point":[61],"view.":[63],"then":[66],"examine":[67],"definitions":[69],"associated":[70],"with":[71],"each":[72],"key":[73],"term":[74],"this":[76],"domain,":[78],"aiming":[79],"eliminate":[81],"ambiguity":[82],"confusion":[84],"their":[86],"usage.":[87],"As":[88],"core":[90],"our":[92],"tutorial,":[93],"we":[94,126],"present":[95],"in-depth":[96],"occurred":[102],"years,":[105],"especially":[106],"due":[107],"technological":[109],"evolution,":[110],"well":[112],"directions":[117],"novel":[119],"trends":[120],"field.":[123],"In":[124],"particular,":[125],"illustrate":[127],"discuss":[129],"advances":[131],"following":[134],"topics:":[135],"implicit":[136],"explicit":[138],"behavior":[142],"modeling,":[143],"representation,":[145],"beyond-accuracy":[147],"perspectives.":[148],"audience":[150],"be":[152],"engaged":[153],"discussions":[155],"during":[156],"whole":[158],"presentation":[159],"foster":[161],"development":[163],"an":[165],"interactive":[166],"event.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
