{"id":"https://openalex.org/W4408576222","doi":"https://doi.org/10.3390/info16030240","title":"Human-Centered Artificial Intelligence in Higher Education: A Framework for Systematic Literature Reviews","display_name":"Human-Centered Artificial Intelligence in Higher Education: A Framework for Systematic Literature Reviews","publication_year":2025,"publication_date":"2025-03-18","ids":{"openalex":"https://openalex.org/W4408576222","doi":"https://doi.org/10.3390/info16030240"},"language":"en","primary_location":{"id":"doi:10.3390/info16030240","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16030240","pdf_url":"https://www.mdpi.com/2078-2489/16/3/240/pdf?version=1742278332","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/16/3/240/pdf?version=1742278332","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006010991","display_name":"Thang Le Dinh","orcid":"https://orcid.org/0000-0002-5324-2746"},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Thang Le Dinh","raw_affiliation_strings":["Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5324-2746","affiliations":[{"raw_affiliation_string":"Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada","institution_ids":["https://openalex.org/I63341726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038961438","display_name":"Tran Duc Le","orcid":"https://orcid.org/0000-0003-3735-0314"},"institutions":[{"id":"https://openalex.org/I1921588","display_name":"University of Wisconsin\u2013Stout","ror":"https://ror.org/01gb8pc70","country_code":"US","type":"education","lineage":["https://openalex.org/I1921588"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tran Duc Le","raw_affiliation_strings":["Mathematics, Statistics & Computer Science Department, University of Wisconsin-Stout, Menomonie, WI 54751, USA"],"raw_orcid":"https://orcid.org/0000-0003-3735-0314","affiliations":[{"raw_affiliation_string":"Mathematics, Statistics & Computer Science Department, University of Wisconsin-Stout, Menomonie, WI 54751, USA","institution_ids":["https://openalex.org/I1921588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086031535","display_name":"Sylvestre Uwizeyemungu","orcid":"https://orcid.org/0000-0002-1532-8848"},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sylvestre Uwizeyemungu","raw_affiliation_strings":["Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1532-8848","affiliations":[{"raw_affiliation_string":"Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada","institution_ids":["https://openalex.org/I63341726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077276989","display_name":"Claudia Pelletier","orcid":"https://orcid.org/0000-0002-5739-0973"},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Claudia Pelletier","raw_affiliation_strings":["Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5739-0973","affiliations":[{"raw_affiliation_string":"Research Institute on SMEs, Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res, Trois-Rivi\u00e8res, QC G9A 5H7, Canada","institution_ids":["https://openalex.org/I63341726"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006010991"],"corresponding_institution_ids":["https://openalex.org/I63341726"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":8.1385,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97506903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"16","issue":"3","first_page":"240","last_page":"240"},"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":0.9904999732971191,"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":0.9904999732971191,"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"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9434999823570251,"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/systematic-review","display_name":"Systematic review","score":0.608292818069458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.362252414226532},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.18626123666763306},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.0840352475643158}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.608292818069458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.362252414226532},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.18626123666763306},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0840352475643158},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info16030240","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16030240","pdf_url":"https://www.mdpi.com/2078-2489/16/3/240/pdf?version=1742278332","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:depot-e.uqtr.ca:12009","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16030240>","pdf_url":"https://depot-e.uqtr.ca/id/eprint/12009/1/LE_DINH_T_40_ED.pdf","source":{"id":"https://openalex.org/S4306400388","display_name":"Le d\u00e9p\u00f4t institutionnel (Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63341726","host_organization_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","host_organization_lineage":["https://openalex.org/I63341726"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:f0881b00db9340d1b89bc3898399c30a","is_oa":true,"landing_page_url":"https://doaj.org/article/f0881b00db9340d1b89bc3898399c30a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 16, Iss 3, p 240 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info16030240","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16030240","pdf_url":"https://www.mdpi.com/2078-2489/16/3/240/pdf?version=1742278332","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408576222.pdf"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1539987097","https://openalex.org/W1541456620","https://openalex.org/W1737241613","https://openalex.org/W2090315098","https://openalex.org/W2096586663","https://openalex.org/W2115325640","https://openalex.org/W2124975206","https://openalex.org/W2151461605","https://openalex.org/W2153542454","https://openalex.org/W2184378182","https://openalex.org/W2208881011","https://openalex.org/W2279445838","https://openalex.org/W2559780660","https://openalex.org/W2625928457","https://openalex.org/W2750168540","https://openalex.org/W2772689190","https://openalex.org/W2783775934","https://openalex.org/W2798221581","https://openalex.org/W2905533004","https://openalex.org/W2963704628","https://openalex.org/W2968511602","https://openalex.org/W2981731882","https://openalex.org/W2981863007","https://openalex.org/W2995739402","https://openalex.org/W3013160799","https://openalex.org/W3017131514","https://openalex.org/W3028234142","https://openalex.org/W3085745698","https://openalex.org/W3092472365","https://openalex.org/W3118615836","https://openalex.org/W3123649662","https://openalex.org/W3155464240","https://openalex.org/W3167554351","https://openalex.org/W3184842396","https://openalex.org/W3192766343","https://openalex.org/W3193971657","https://openalex.org/W3207456925","https://openalex.org/W3217584550","https://openalex.org/W4200195738","https://openalex.org/W4200398992","https://openalex.org/W4224048112","https://openalex.org/W4282005439","https://openalex.org/W4297751839","https://openalex.org/W4313527987","https://openalex.org/W4319224963","https://openalex.org/W4360976735","https://openalex.org/W4361007796","https://openalex.org/W4362603101","https://openalex.org/W4378231370","https://openalex.org/W4379598302","https://openalex.org/W4382050320","https://openalex.org/W4382654837","https://openalex.org/W4383722515","https://openalex.org/W4383888400","https://openalex.org/W4384069115","https://openalex.org/W4384641573","https://openalex.org/W4385067052","https://openalex.org/W4385260638","https://openalex.org/W4385982296","https://openalex.org/W4386510071","https://openalex.org/W4399801421","https://openalex.org/W4402627594","https://openalex.org/W4402988539","https://openalex.org/W6697460127","https://openalex.org/W6737044535","https://openalex.org/W6778267800"],"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":{"Human-centered":[0],"approaches":[1,140],"are":[2,130],"vital":[3],"to":[4,38,63,91,141],"manage":[5],"the":[6,29,133],"rapid":[7],"growth":[8],"of":[9,87],"artificial":[10],"intelligence":[11],"(AI)":[12],"in":[13,43,94,122,144],"higher":[14,145],"education,":[15],"where":[16],"AI-driven":[17],"applications":[18],"can":[19,103],"reshape":[20],"teaching,":[21],"research,":[22],"and":[23,41,56,66,71,83,96,111,127,138,161],"student":[24],"engagement.":[25],"This":[26],"study":[27],"presents":[28],"Human-Centered":[30],"AI":[31,45,51,75,142],"for":[32],"Systematic":[33],"Literature":[34],"Reviews":[35],"(HCAI-SLR)":[36],"framework":[37,134],"guide":[39],"educators":[40],"researchers":[42],"integrating":[44],"tools":[46],"effectively.":[47],"The":[48],"methodology":[49],"combines":[50],"augmentation":[52],"with":[53],"human":[54,116],"oversight":[55],"ethical":[57],"checkpoints":[58],"at":[59],"each":[60],"review":[61],"stage":[62],"balance":[64],"automation":[65],"expertise.":[67],"An":[68],"illustrative":[69],"example":[70],"experiments":[72],"demonstrate":[73],"how":[74],"supports":[76],"tasks":[77],"such":[78],"as":[79],"searching,":[80],"screening,":[81],"extracting,":[82],"synthesizing":[84],"large":[85],"volumes":[86],"literature":[88],"that":[89,100],"lead":[90],"measurable":[92],"gains":[93],"efficiency":[95],"comprehensiveness.":[97],"Results":[98],"show":[99],"HCAI-driven":[101],"processes":[102],"reduce":[104],"time":[105],"costs":[106],"while":[107],"preserving":[108],"rigor,":[109],"transparency,":[110],"user":[112],"control.":[113],"By":[114],"embedding":[115],"values":[117],"through":[118],"constant":[119],"oversight,":[120],"trust":[121],"AI-generated":[123],"findings":[124],"is":[125],"bolstered":[126],"potential":[128],"biases":[129],"mitigated.":[131],"Overall,":[132],"promotes":[135],"ethical,":[136],"transparent,":[137],"robust":[139],"integration":[143],"education":[146],"without":[147],"compromising":[148],"academic":[149],"standards.":[150],"Future":[151],"work":[152],"will":[153],"refine":[154],"its":[155,164],"adaptability":[156],"across":[157],"various":[158],"research":[159],"contexts":[160],"further":[162],"validate":[163],"impact":[165],"on":[166],"scholarly":[167],"practices.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":10}],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2025-10-10T00:00:00"}