{"id":"https://openalex.org/W7127586296","doi":"https://doi.org/10.1145/3786484.3786553","title":"Adaptive Interfaces for Personalized User Experience: A Machine Learning Approach","display_name":"Adaptive Interfaces for Personalized User Experience: A Machine Learning Approach","publication_year":2025,"publication_date":"2025-11-14","ids":{"openalex":"https://openalex.org/W7127586296","doi":"https://doi.org/10.1145/3786484.3786553"},"language":"en","primary_location":{"id":"doi:10.1145/3786484.3786553","doi":"https://doi.org/10.1145/3786484.3786553","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786484.3786553","pdf_url":null,"source":{"id":"https://openalex.org/S7407105366","display_name":"International Conference on Artificial Intelligence and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Artificial Intelligence and Sustainable Development","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3786484.3786553","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121971283","display_name":"Lingxin Sun","orcid":"https://orcid.org/0009-0009-2545-5793","observed_orcids":["https://orcid.org/0009-0009-2545-5793"]},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lingxin Sun","raw_affiliation_strings":["College of Art and Design, Rochester Institute of Technology, Rochester, USA"],"raw_orcid":"https://orcid.org/0009-0009-2545-5793","affiliations":[{"raw_affiliation_string":"College of Art and Design, Rochester Institute of Technology, Rochester, USA","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5121971283"],"corresponding_institution_ids":["https://openalex.org/I155173764"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9487000107765198,"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/T10470","display_name":"Usability and User Interface Design","score":0.9487000107765198,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.021299999207258224,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0044999998062849045,"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/adaptive-user-interfaces","display_name":"adaptive user interfaces","score":0.8240000009536743},{"id":"https://openalex.org/keywords/personalized-user-experience","display_name":"personalized user experience","score":0.9779999852180481},{"id":"https://openalex.org/keywords/user-modeling","display_name":"user modeling","score":0.722000002861023}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7279999852180481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5174000263214111},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4535999894142151},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4431000053882599},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.39649999141693115},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.29679998755455017},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.2599000036716461},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3786484.3786553","doi":"https://doi.org/10.1145/3786484.3786553","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786484.3786553","pdf_url":null,"source":{"id":"https://openalex.org/S7407105366","display_name":"International Conference on Artificial Intelligence and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Artificial Intelligence and Sustainable Development","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3786484.3786553","doi":"https://doi.org/10.1145/3786484.3786553","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3786484.3786553","pdf_url":null,"source":{"id":"https://openalex.org/S7407105366","display_name":"International Conference on Artificial Intelligence and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 International Conference on Artificial Intelligence and Sustainable Development","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3135693549","https://openalex.org/W4285184944","https://openalex.org/W4288450780","https://openalex.org/W4292656894","https://openalex.org/W4376602823","https://openalex.org/W4393856006","https://openalex.org/W4407836453","https://openalex.org/W4409349708","https://openalex.org/W4412822327","https://openalex.org/W4413170189"],"related_works":["https://openalex.org/W2186792132","https://openalex.org/W1532174904","https://openalex.org/W1580834220","https://openalex.org/W6941350468","https://openalex.org/W7097889600","https://openalex.org/W3104972102","https://openalex.org/W2048652821","https://openalex.org/W2964910853","https://openalex.org/W94587552","https://openalex.org/W2093472642"],"abstract_inverted_index":{"Background:":[0],"Traditional":[1],"static":[2],"interfaces":[3],"are":[4],"difficult":[5],"to":[6],"meet":[7],"the":[8],"diverse":[9],"needs":[10],"of":[11],"different":[12],"user":[13],"groups.":[14]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-02-06T00:00:00"}