{"id":"https://openalex.org/W4414231636","doi":"https://doi.org/10.1109/sera65747.2025.11154511","title":"Can AI Bridge the Health Literacy Gap? An Analysis of Requirements and Opportunities","display_name":"Can AI Bridge the Health Literacy Gap? An Analysis of Requirements and Opportunities","publication_year":2025,"publication_date":"2025-05-29","ids":{"openalex":"https://openalex.org/W4414231636","doi":"https://doi.org/10.1109/sera65747.2025.11154511"},"language":"en","primary_location":{"id":"doi:10.1109/sera65747.2025.11154511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera65747.2025.11154511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA)","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/A5114828690","display_name":"Mouheb Mehdoui","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mouheb Mehdoui","raw_affiliation_strings":["Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084267308","display_name":"Amel Fraisse","orcid":"https://orcid.org/0000-0002-8693-8862"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amel Fraisse","raw_affiliation_strings":["Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018628787","display_name":"Jinie Pak","orcid":null},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinie Pak","raw_affiliation_strings":["Towson University,MD,USA,21252"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Towson University,MD,USA,21252","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073077129","display_name":"Yeong-Tae Song","orcid":"https://orcid.org/0009-0002-3252-4477"},"institutions":[{"id":"https://openalex.org/I4322298","display_name":"Towson University","ror":"https://ror.org/044w7a341","country_code":"US","type":"education","lineage":["https://openalex.org/I4322298"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yeong-Tae Song","raw_affiliation_strings":["Towson University,MD,USA,21252"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Towson University,MD,USA,21252","institution_ids":["https://openalex.org/I4322298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012357133","display_name":"Widad Mustafa El Hadi","orcid":"https://orcid.org/0000-0003-3054-5071"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Widad Mustafa El Hadi","raw_affiliation_strings":["Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille ULR 4073 - GERiiCO,Lille,France,F-59000","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022321580","display_name":"Mounir Zrigui","orcid":"https://orcid.org/0000-0002-4199-8925"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mounir Zrigui","raw_affiliation_strings":["University of Monastir,Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Monastir,Tunisia","institution_ids":["https://openalex.org/I166928557"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15426347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5485000014305115},{"id":"https://openalex.org/keywords/health-literacy","display_name":"Health literacy","score":0.5483999848365784},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5407999753952026},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5236999988555908},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.4323999881744385},{"id":"https://openalex.org/keywords/health-equity","display_name":"Health equity","score":0.4090000092983246},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.3695000112056732},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.3659000098705292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5659000277519226},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5485000014305115},{"id":"https://openalex.org/C2778843546","wikidata":"https://www.wikidata.org/wiki/Q3097973","display_name":"Health literacy","level":3,"score":0.5483999848365784},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5407999753952026},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5236999988555908},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.4323999881744385},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4253999888896942},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42239999771118164},{"id":"https://openalex.org/C2250968","wikidata":"https://www.wikidata.org/wiki/Q1512929","display_name":"Health equity","level":3,"score":0.4090000092983246},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3695000112056732},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.3659000098705292},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C47344431","wikidata":"https://www.wikidata.org/wiki/Q1519812","display_name":"Health policy","level":3,"score":0.31679999828338623},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.30640000104904175},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.3028999865055084},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2734000086784363},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C2777946921","wikidata":"https://www.wikidata.org/wiki/Q7449044","display_name":"Semantic analysis (machine learning)","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C173655357","wikidata":"https://www.wikidata.org/wiki/Q244752","display_name":"Digital divide","level":3,"score":0.26269999146461487}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sera65747.2025.11154511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera65747.2025.11154511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05637080v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05637080","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA), May 2025, Las Vegas, France. IEEE, pp.371-378, 2025, &#x27E8;10.1109/SERA65747.2025.11154511&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1999061866","https://openalex.org/W2007402616","https://openalex.org/W2018179169","https://openalex.org/W2105099865","https://openalex.org/W2113626142","https://openalex.org/W2120541723","https://openalex.org/W2168041406","https://openalex.org/W2396881363","https://openalex.org/W2488984245","https://openalex.org/W2741179372","https://openalex.org/W2911489562","https://openalex.org/W2950748604","https://openalex.org/W3087976151","https://openalex.org/W4401412884","https://openalex.org/W4404893452","https://openalex.org/W6903685835"],"related_works":[],"abstract_inverted_index":{"One":[0],"of":[1,30,35,41,46,128,139],"the":[2,15,28,80,112,137],"most":[3],"important":[4],"factors":[5],"influencing":[6],"patient":[7],"outcomes":[8],"is":[9,14],"health":[10,22,32,57,61,140,181],"literacy":[11],"(HL),":[12],"which":[13],"capacity":[16],"to":[17,118,162],"obtain,":[18],"comprehend,":[19],"and":[20,43,65,100,131,156,173,188],"use":[21],"information.":[23],"Disparities":[24],"still":[25],"exist":[26],"despite":[27],"abundance":[29],"digital":[31],"resources":[33],"because":[34],"complicated":[36],"medical":[37,66,129],"terminology,":[38],"a":[39,44],"lack":[40,45],"personalization,":[42],"multilingual":[47,186],"support.":[48],"By":[49],"utilizing":[50],"diverse":[51],"data":[52],"sources,":[53],"such":[54,120,148],"as":[55,121,149],"electronic":[56],"records":[58],"(EHRs),":[59],"online":[60],"communities":[62],"(like":[63,68],"Reddit),":[64],"ontologies":[67],"UMLS,":[69],"SNOMED-CT),":[70],"this":[71],"study":[72],"examines":[73],"how":[74],"artificial":[75],"intelligence":[76],"(AI)":[77],"can":[78],"close":[79],"HL":[81,106,125,151],"gap.":[82],"We":[83,115],"examine":[84],"cutting-edge":[85],"methods":[86,147],"like":[87],"large":[88],"language":[89,102],"models":[90],"(LLMs)":[91],"for":[92,105],"text":[93],"simplification":[94],"(e.g.,":[95,108],"grade-level":[96],"adaptation":[97,187],"in":[98,111,124],"GPT-4)":[99],"natural":[101],"processing":[103],"(NLP)":[104],"classification":[107],"linguistic":[109],"profiling":[110],"ECLIPPSE":[113],"study).":[114],"draw":[116],"attention":[117],"issues":[119],"cultural":[122],"biases":[123],"evaluation,":[126],"oversimplification":[127],"information,":[130,141],"difficulties":[132],"integrating":[133],"data.":[134,177],"To":[135,178],"personalize":[136],"delivery":[138],"our":[142],"suggested":[143],"framework":[144],"integrates":[145],"AIdriven":[146],"automatic":[150],"level":[152],"identification,":[153],"concept":[154],"mapping,":[155],"semantic":[157],"enrichment.":[158],"This":[159],"work":[160],"attempts":[161],"improve":[163],"accessibility":[164],"while":[165],"maintaining":[166],"clinical":[167],"accuracy":[168],"by":[169],"combining":[170],"structured":[171],"(EHRs)":[172],"unstructured":[174],"(social":[175],"media)":[176],"guarantee":[179],"equitable":[180],"communication,":[182],"future":[183],"directions":[184],"include":[185],"real-world":[189],"validation.":[190]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
