{"id":"https://openalex.org/W7161252480","doi":"https://doi.org/10.48550/arxiv.2605.14266","title":"Agentic AI Ecosystems in Higher Education: A Perspective on AI Agents to Emerging Inclusive, Agentic Multi-Agent AI Framework for Learning, Teaching and Institutional Intelligence","display_name":"Agentic AI Ecosystems in Higher Education: A Perspective on AI Agents to Emerging Inclusive, Agentic Multi-Agent AI Framework for Learning, Teaching and Institutional Intelligence","publication_year":2026,"publication_date":"2026-05-14","ids":{"openalex":"https://openalex.org/W7161252480","doi":"https://doi.org/10.48550/arxiv.2605.14266"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.14266","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.14266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.14266","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090585259","display_name":"Vidya K. Sudarshan","orcid":"https://orcid.org/0000-0003-4494-8226"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sudarshan, Vidya K","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123191151","display_name":"Anushka Sisodia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sisodia, Anushka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136266362","display_name":"Reshma A Ramachandra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramachandra, Reshma A","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136233579","display_name":"Sia Batra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Batra, Sia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136208759","display_name":"Josephine Chong Leng Leng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leng, Josephine Chong Leng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.12520000338554382,"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":0.12520000338554382,"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/T11122","display_name":"Online Learning and Analytics","score":0.06880000233650208,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14414","display_name":"Artificial Intelligence in Education","score":0.05530000105500221,"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/perspective","display_name":"Perspective (graphical)","score":0.5389000177383423},{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.4722000062465668},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.39340001344680786},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.35839998722076416},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.3497999906539917},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.3425999879837036},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.3206000030040741}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5389000177383423},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5263000130653381},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4722000062465668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45399999618530273},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.39340001344680786},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.37290000915527344},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.36649999022483826},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.35839998722076416},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3181999921798706},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3142000138759613},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2890999913215637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2849999964237213},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C2781118332","wikidata":"https://www.wikidata.org/wiki/Q430460","display_name":"Capability approach","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.14266","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.14266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.14266","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.14266","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.42224645614624023}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Integration":[0],"of":[1,34,45,53,104,148,188,216],"artificial":[2],"intelligent":[3,105],"(AI)":[4],"agents":[5,19,83],"in":[6,75,107],"higher":[7,76],"education":[8],"is":[9,213],"transforming":[10],"teaching,":[11,87,118],"learning":[12,119,133,218],"and":[13,28,57,88,94,120,131,169,174,185,197,205],"administrative":[14,121],"processes.":[15],"Although":[16],"existing":[17,149],"AI":[18,50,73,99,157,183,208],"effectively":[20],"support":[21,85,113,227],"individual":[22],"tasks,":[23],"their":[24],"implementation":[25],"remains":[26],"fragmented":[27,156],"inefficient":[29],"for":[30,134,202],"handling":[31],"the":[32,43,101,159,186,214],"complexity":[33],"educational":[35,62,139,191],"institutions.":[36],"This":[37,64],"highlights":[38],"a":[39,67,145,178],"significant":[40,211],"research":[41,200],"gap:":[42],"lack":[44],"integrated":[46],"eco-system-level":[47],"agentic":[48,71,98,207,223],"multi-agent":[49,72,164,224],"platform":[51,74,225],"capable":[52],"coordinated":[54,115,222],"planning,":[55],"reasoning,":[56],"adaptive":[58],"decision-making":[59],"across":[60,117],"multiple":[61],"functions.":[63],"paper":[65,194],"presents":[66],"forward-looking":[68],"perspective":[69],"on":[70,172],"education,":[77],"consisting":[78],"interconnected":[79],"autonomous,":[80],"goal":[81],"driven":[82],"that":[84],"learning,":[86],"institutional":[89],"operations.":[90],"It":[91],"addresses":[92],"timely":[93],"critical":[95],"questions:":[96],"Can":[97,110],"represent":[100],"next":[102],"generation":[103],"systems":[106,128],"tertiary":[108],"education?":[109],"they":[111],"collectively":[112],"seamless":[114],"operations":[116],"support?":[122],"To":[123,141],"what":[124],"extent":[125],"can":[126,226],"such":[127],"foster":[129],"inclusive":[130,206,217],"equitable":[132],"diverse":[135,228],"learners":[136,229],"with":[137],"special":[138],"needs?":[140],"ground":[142],"this":[143],"perspective,":[144],"thematic":[146],"analysis":[147],"literature":[150],"identifies":[151],"four":[152],"dominant":[153],"themes:":[154],"task-specific":[155],"tools,":[158],"transition":[160],"from":[161],"single-agent":[162],"to":[163],"systems,":[165],"limited":[166],"cross-functional":[167],"integration,":[168],"insufficient":[170],"focus":[171],"inclusivity":[173],"accessibility.":[175],"Findings":[176],"reveal":[177],"clear":[179],"gap":[180],"between":[181],"current":[182],"implementations":[184],"needs":[187],"holistic,":[189],"learner-centered":[190],"ecosystem.":[192],"The":[193,210],"synthesizes":[195],"challenges":[196],"outlines":[198],"future":[199],"directions":[201],"scalable":[203],"human-aligned,":[204],"platform.":[209],"contribution":[212],"incorporation":[215],"perspectives,":[219],"highlighting":[220],"how":[221],"through":[230],"adaptive,":[231],"multimodal":[232],"interventions.":[233]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-16T00:00:00"}
