{"id":"https://openalex.org/W4283780061","doi":"https://doi.org/10.1145/3503252.3534356","title":"KA-Recsys: Patient Focused Knowledge Appropriate Health Recommender System","display_name":"KA-Recsys: Patient Focused Knowledge Appropriate Health Recommender System","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4283780061","doi":"https://doi.org/10.1145/3503252.3534356"},"language":"en","primary_location":{"id":"doi:10.1145/3503252.3534356","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503252.3534356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","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/A5038948994","display_name":"Khushboo Thaker","orcid":"https://orcid.org/0000-0003-3619-9376"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Khushboo Thaker","raw_affiliation_strings":["School of Computing and Information, University of Pittsburgh, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038948994"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1269203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9706000089645386,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9706000089645386,"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/recommender-system","display_name":"Recommender system","score":0.8196989297866821},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.656602144241333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34439778327941895},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.27431929111480713}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8196989297866821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656602144241333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34439778327941895},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.27431929111480713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3503252.3534356","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3503252.3534356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1512083515","https://openalex.org/W1974362328","https://openalex.org/W2029833883","https://openalex.org/W2072245105","https://openalex.org/W2081338227","https://openalex.org/W2131935984","https://openalex.org/W2217322506","https://openalex.org/W2344534781","https://openalex.org/W2411400506","https://openalex.org/W2908724183","https://openalex.org/W2917999592","https://openalex.org/W3007577447","https://openalex.org/W3046692967","https://openalex.org/W3083368984","https://openalex.org/W3175756067","https://openalex.org/W4205873810","https://openalex.org/W4213346193","https://openalex.org/W4237747734"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510"],"abstract_inverted_index":{"Patients":[0],"with":[1,78,113],"chronic":[2],"diseases,":[3],"such":[4],"as":[5,55,98,229,231],"diabetes,":[6],"cancer,":[7],"and":[8,16,26,106,124,146,163,215,238],"heart":[9],"disease,":[10],"actively":[11,102],"participate":[12],"in":[13,76,104,140,174,235],"disease":[14,47,59,95],"management":[15,237],"seek":[17],"health":[18,31,37,74,154,222],"information":[19,38,43,75,155,161,198,223],"on":[20,60,213],"a":[21,61,179,184,187],"constant":[22],"basis":[23],"for":[24,149,158],"decision-making":[25],"self":[27,236],"management.":[28],"Patient":[29],"focused":[30],"recommender":[32,144,188],"systems":[33,145],"(PHRSs)":[34],"that":[35,90,156,221],"suggest":[36,73],"relevant":[39],"to":[40,53,72,88,120,137,192],"patients\u2019":[41,79,159,197,233],"changing":[42,80],"needs":[44,162],"across":[45],"their":[46,58],"trajectory":[48],"can":[49],"provide":[50],"significant":[51],"help":[52],"patients":[54,112],"they":[56,99,116],"manage":[57],"day-to-day":[62],"basis.":[63],"A":[64],"unique":[65],"requirement":[66],"of":[67,93,132,143,152,165,177,205],"the":[68,83,94,108,130,141,150,175,203,207],"PHRS":[69,181],"would":[70],"be":[71,190,210],"line":[77],"knowledge":[81,92,166],"about":[82,167],"disease.":[84,168],"It":[85],"is":[86,136,220],"crucial":[87],"recognize":[89],"patient":[91],"may":[96],"change":[97],"become":[100],"more":[101,118],"involved":[103],"understanding":[105],"self-managing":[107],"illness.":[109],"By":[110],"providing":[111],"appropriate":[114],"information,":[115],"are":[117],"likely":[119],"not":[121],"only":[122],"understand":[123],"engage,":[125],"but":[126],"also":[127],"learn.":[128],"Hence,":[129],"purpose":[131,151],"this":[133],"doctoral":[134],"thesis":[135],"explore":[138,171],"technologies":[139],"field":[142],"personalized":[147],"learning":[148],"suggesting":[153],"accounts":[157],"dynamic":[160],"level":[164],"We":[169],"will":[170,189,209,227],"these":[172],"ideas":[173],"context":[176],"developing":[178],"knowledge-appropriate":[180],"(KA-Recsys).":[182],"As":[183],"case":[185],"study,":[186],"integrated":[191],"an":[193],"existing":[194],"ovarian":[195],"cancer":[196],"access":[199],"portal.":[200],"To":[201],"assess":[202],"utility":[204],"KA-Recsys,":[206],"system":[208],"evaluated":[211],"based":[212],"expert-based":[214],"patient-based":[216],"feedback.":[217],"The":[218],"expectation":[219],"suggested":[224],"by":[225],"KA-Recsys":[226],"increase":[228],"well":[230],"benefit":[232],"involvement":[234],"treatment":[239],"decisions.":[240]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
