{"id":"https://openalex.org/W4396833105","doi":"https://doi.org/10.1145/3613904.3642393","title":"Putting Things into Context: Generative AI-Enabled Context Personalization for Vocabulary Learning Improves Learning Motivation","display_name":"Putting Things into Context: Generative AI-Enabled Context Personalization for Vocabulary Learning Improves Learning Motivation","publication_year":2024,"publication_date":"2024-05-11","ids":{"openalex":"https://openalex.org/W4396833105","doi":"https://doi.org/10.1145/3613904.3642393"},"language":"en","primary_location":{"id":"doi:10.1145/3613904.3642393","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642393","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642393","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642393","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020423438","display_name":"Joanne Leong","orcid":"https://orcid.org/0000-0001-5422-1018"},"institutions":[{"id":"https://openalex.org/I4210142372","display_name":"Human Media","ror":"https://ror.org/04072nk43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142372"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joanne Leong","raw_affiliation_strings":["MIT Media Lab, MIT, United States"],"raw_orcid":"https://orcid.org/0000-0001-5422-1018","affiliations":[{"raw_affiliation_string":"MIT Media Lab, MIT, United States","institution_ids":["https://openalex.org/I4210142372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036506156","display_name":"Pat Pataranutaporn","orcid":"https://orcid.org/0000-0002-1879-7340"},"institutions":[{"id":"https://openalex.org/I4210142372","display_name":"Human Media","ror":"https://ror.org/04072nk43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142372"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pat Pataranutaporn","raw_affiliation_strings":["MIT Media Lab, MIT, United States"],"raw_orcid":"https://orcid.org/0000-0002-1879-7340","affiliations":[{"raw_affiliation_string":"MIT Media Lab, MIT, United States","institution_ids":["https://openalex.org/I4210142372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001522776","display_name":"Valdemar Danry","orcid":"https://orcid.org/0000-0001-5225-0077"},"institutions":[{"id":"https://openalex.org/I4210142372","display_name":"Human Media","ror":"https://ror.org/04072nk43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142372"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valdemar Danry","raw_affiliation_strings":["MIT Media Lab, MIT, United States"],"raw_orcid":"https://orcid.org/0000-0001-5225-0077","affiliations":[{"raw_affiliation_string":"MIT Media Lab, MIT, United States","institution_ids":["https://openalex.org/I4210142372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060423255","display_name":"Florian Perteneder","orcid":"https://orcid.org/0000-0003-0664-570X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Florian Perteneder","raw_affiliation_strings":["Independent, Austria"],"raw_orcid":"https://orcid.org/0000-0003-0664-570X","affiliations":[{"raw_affiliation_string":"Independent, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083496983","display_name":"Yaoli Mao","orcid":"https://orcid.org/0000-0002-2059-3734"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaoli Mao","raw_affiliation_strings":["Human Development, Columbia University, United States"],"raw_orcid":"https://orcid.org/0000-0002-2059-3734","affiliations":[{"raw_affiliation_string":"Human Development, Columbia University, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081457786","display_name":"Pattie Maes","orcid":"https://orcid.org/0000-0002-7722-6038"},"institutions":[{"id":"https://openalex.org/I4210142372","display_name":"Human Media","ror":"https://ror.org/04072nk43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210142372"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pattie Maes","raw_affiliation_strings":["MIT Media Lab, MIT, United States"],"raw_orcid":"https://orcid.org/0000-0002-7722-6038","affiliations":[{"raw_affiliation_string":"MIT Media Lab, MIT, United States","institution_ids":["https://openalex.org/I4210142372"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020423438"],"corresponding_institution_ids":["https://openalex.org/I4210142372"],"apc_list":null,"apc_paid":null,"fwci":14.57,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9917139,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12031","display_name":"Speech and dialogue systems","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/personalization","display_name":"Personalization","score":0.8541082143783569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7172699570655823},{"id":"https://openalex.org/keywords/vocabulary-learning","display_name":"Vocabulary learning","score":0.6604938507080078},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6221455335617065},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5679476261138916},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5041261911392212},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4279452860355377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41114968061447144},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40706613659858704},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35442304611206055},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3458837866783142},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3208356499671936},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11892491579055786}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8541082143783569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7172699570655823},{"id":"https://openalex.org/C2984601542","wikidata":"https://www.wikidata.org/wiki/Q48842322","display_name":"Vocabulary learning","level":3,"score":0.6604938507080078},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6221455335617065},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5679476261138916},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5041261911392212},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4279452860355377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41114968061447144},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40706613659858704},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35442304611206055},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3458837866783142},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3208356499671936},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11892491579055786},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3613904.3642393","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642393","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642393","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/155178","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/155178","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/155178/1/3613904.3642393.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Association for Computing Machinery","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"doi:10.1145/3613904.3642393","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3613904.3642393","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3613904.3642393","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1000656665","display_name":"Swarm User Interface as a Versatile Interactive Learning Platform","funder_award_id":"545858-2020","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5464790057","display_name":null,"funder_award_id":"PGS D3-545858-2020","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G6009243633","display_name":null,"funder_award_id":"PGS D3","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320309622","display_name":"Harvard University","ror":"https://ror.org/03vek6s52"},{"id":"https://openalex.org/F4320314499","display_name":"Institute for Quantitative Social Science, Harvard University","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396833105.pdf","grobid_xml":"https://content.openalex.org/works/W4396833105.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W162435225","https://openalex.org/W1507711477","https://openalex.org/W1515933125","https://openalex.org/W2010448762","https://openalex.org/W2022545842","https://openalex.org/W2027578501","https://openalex.org/W2104430368","https://openalex.org/W2116926372","https://openalex.org/W2118485449","https://openalex.org/W2419197550","https://openalex.org/W2466855596","https://openalex.org/W2577104533","https://openalex.org/W2611961839","https://openalex.org/W2770847597","https://openalex.org/W2771572381","https://openalex.org/W2795866715","https://openalex.org/W2799526013","https://openalex.org/W2886679755","https://openalex.org/W3027879771","https://openalex.org/W3031554226","https://openalex.org/W3035991136","https://openalex.org/W4224992743","https://openalex.org/W4293811861","https://openalex.org/W4297827181","https://openalex.org/W4309674289","https://openalex.org/W4310354550","https://openalex.org/W4365139109","https://openalex.org/W4366967540","https://openalex.org/W4377227441","https://openalex.org/W4383683014","https://openalex.org/W4387801070"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W3019875293","https://openalex.org/W2351746492","https://openalex.org/W2367621846","https://openalex.org/W4380551139","https://openalex.org/W2394096350","https://openalex.org/W2091742426","https://openalex.org/W4317695495","https://openalex.org/W2365662948"],"abstract_inverted_index":{"Fostering":[0],"students\u2019":[1],"interests":[2],"in":[3,32,108],"learning":[4,67,75,109,124],"is":[5,30],"considered":[6],"to":[7,25,36,72,81,132],"have":[8,16,42],"many":[9],"positive":[10,43],"downstream":[11],"effects.":[12],"Large":[13],"language":[14],"models":[15],"opened":[17],"up":[18],"new":[19],"horizons":[20],"for":[21,139,147],"generating":[22],"content":[23],"tuned":[24],"one\u2019s":[26],"interests,":[27],"yet":[28],"it":[29],"unclear":[31],"what":[33,37],"ways":[34],"and":[35,135],"extent":[38],"this":[39,49],"customization":[40],"could":[41],"effects":[44],"on":[45,97],"learning.":[46,149],"To":[47],"explore":[48],"novel":[50],"dimension,":[51],"we":[52,102],"conducted":[53],"a":[54,63,106],"between-subjects":[55],"online":[56],"study":[57],"(n=272)":[58],"featuring":[59],"different":[60],"variations":[61],"of":[62,143],"generative":[64,118,145],"AI":[65,146],"vocabulary":[66],"app":[68],"that":[69,117],"enables":[70],"users":[71],"personalize":[73],"their":[74,137],"examples.":[76],"Participants":[77],"were":[78],"randomly":[79],"assigned":[80],"control":[82],"(sentence":[83],"sourced":[84],"from":[85],"pre-existing":[86],"text)":[87],"or":[88,93],"experimental":[89],"conditions":[90],"(generated":[91],"sentence":[92],"short":[94],"story":[95],"based":[96],"users\u2019":[98],"text":[99],"input).":[100],"While":[101],"did":[103],"not":[104],"observe":[105],"difference":[107],"performance":[110],"between":[111],"the":[112,114,140],"conditions,":[113],"analysis":[115],"revealed":[116],"AI-driven":[119],"context":[120],"personalization":[121],"positively":[122],"affected":[123],"motivation.":[125],"We":[126],"discuss":[127],"how":[128],"these":[129],"results":[130],"relate":[131],"previous":[133],"findings":[134],"underscore":[136],"significance":[138],"emerging":[141],"field":[142],"using":[144],"personalized":[148]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}