{"id":"https://openalex.org/W4403872093","doi":"https://doi.org/10.3390/informatics11040078","title":"Educational Roles and Scenarios for Large Language Models: An Ethnographic Research Study of Artificial Intelligence","display_name":"Educational Roles and Scenarios for Large Language Models: An Ethnographic Research Study of Artificial Intelligence","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4403872093","doi":"https://doi.org/10.3390/informatics11040078"},"language":"en","primary_location":{"id":"doi:10.3390/informatics11040078","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics11040078","pdf_url":"https://www.mdpi.com/2227-9709/11/4/78/pdf?version=1730193537","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2227-9709/11/4/78/pdf?version=1730193537","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028192719","display_name":"Nik\u0161a Alfirevi\u0107","orcid":"https://orcid.org/0000-0002-2130-982X"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Nik\u0161a Alfirevi\u0107","raw_affiliation_strings":["Faculty of Economics, Business and Tourism, University of Split, Cvite Fiskovi\u0107a 5, 21000 Split, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-2130-982X","affiliations":[{"raw_affiliation_string":"Faculty of Economics, Business and Tourism, University of Split, Cvite Fiskovi\u0107a 5, 21000 Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031361175","display_name":"Darko Renduli\u0107","orcid":"https://orcid.org/0000-0002-6529-0630"},"institutions":[{"id":"https://openalex.org/I4210151249","display_name":"Karlovac University of Applied Sciences","ror":"https://ror.org/04y50an90","country_code":"HR","type":"education","lineage":["https://openalex.org/I4210151249"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Darko Renduli\u0107","raw_affiliation_strings":["Department for Management, University of Applied Sciences Karlovac, Trg J. J. Strossmayera 9, 47000 Karlovac, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-6529-0630","affiliations":[{"raw_affiliation_string":"Department for Management, University of Applied Sciences Karlovac, Trg J. J. Strossmayera 9, 47000 Karlovac, Croatia","institution_ids":["https://openalex.org/I4210151249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074685200","display_name":"Maja Fo\u0161ner","orcid":null},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Maja Fo\u0161ner","raw_affiliation_strings":["Faculty of Logistics Celje, University of Maribor, Mariborska Cesta 7, 3000 Celje, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Logistics Celje, University of Maribor, Mariborska Cesta 7, 3000 Celje, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076201017","display_name":"Ajda Fo\u0161ner","orcid":"https://orcid.org/0000-0002-3590-4590"},"institutions":[{"id":"https://openalex.org/I118905719","display_name":"University of Primorska","ror":"https://ror.org/05xefg082","country_code":"SI","type":"education","lineage":["https://openalex.org/I118905719"]},{"id":"https://openalex.org/I4210119051","display_name":"GEA College","ror":"https://ror.org/01r2j4a39","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210119051"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ajda Fo\u0161ner","raw_affiliation_strings":["Faculty of Entrepreneurship, GEA College, 1000 Ljubljana, Slovenia","Faculty of Management, University of Primorska, 6000 Koper, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-3590-4590","affiliations":[{"raw_affiliation_string":"Faculty of Entrepreneurship, GEA College, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210119051"]},{"raw_affiliation_string":"Faculty of Management, University of Primorska, 6000 Koper, Slovenia","institution_ids":["https://openalex.org/I118905719"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028192719"],"corresponding_institution_ids":["https://openalex.org/I92251255"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.4854,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87574934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"78","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9837999939918518,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ethnography","display_name":"Ethnography","score":0.7139896750450134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44271084666252136},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.40337038040161133},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37557047605514526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3614307641983032},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3570863604545593},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3241614103317261},{"id":"https://openalex.org/keywords/anthropology","display_name":"Anthropology","score":0.11021482944488525}],"concepts":[{"id":"https://openalex.org/C179454799","wikidata":"https://www.wikidata.org/wiki/Q132151","display_name":"Ethnography","level":2,"score":0.7139896750450134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44271084666252136},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.40337038040161133},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37557047605514526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3614307641983032},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3570863604545593},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3241614103317261},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.11021482944488525}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/informatics11040078","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics11040078","pdf_url":"https://www.mdpi.com/2227-9709/11/4/78/pdf?version=1730193537","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:08455e1c5b044a8289e1dd070b9373ff","is_oa":false,"landing_page_url":"https://doaj.org/article/08455e1c5b044a8289e1dd070b9373ff","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Informatics, Vol 11, Iss 4, p 78 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/informatics11040078","is_oa":true,"landing_page_url":"https://doi.org/10.3390/informatics11040078","pdf_url":"https://www.mdpi.com/2227-9709/11/4/78/pdf?version=1730193537","source":{"id":"https://openalex.org/S2738238905","display_name":"Informatics","issn_l":"2227-9709","issn":["2227-9709"],"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":"Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5299999713897705},{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403872093.pdf","grobid_xml":"https://content.openalex.org/works/W4403872093.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W590010525","https://openalex.org/W1975695539","https://openalex.org/W2056203448","https://openalex.org/W2126682939","https://openalex.org/W2126949432","https://openalex.org/W2338062064","https://openalex.org/W2562784782","https://openalex.org/W2701566821","https://openalex.org/W2811017917","https://openalex.org/W2972184597","https://openalex.org/W2981863007","https://openalex.org/W3017131514","https://openalex.org/W3029186289","https://openalex.org/W3089297046","https://openalex.org/W3134333045","https://openalex.org/W3214911045","https://openalex.org/W3215850669","https://openalex.org/W4214643205","https://openalex.org/W4223914794","https://openalex.org/W4249351708","https://openalex.org/W4281899845","https://openalex.org/W4309082440","https://openalex.org/W4310436400","https://openalex.org/W4319332853","https://openalex.org/W4321351832","https://openalex.org/W4322761615","https://openalex.org/W4361204578","https://openalex.org/W4366783381","https://openalex.org/W4376626813","https://openalex.org/W4379284826","https://openalex.org/W4380078608","https://openalex.org/W4381511236","https://openalex.org/W4384438401","https://openalex.org/W4385632485","https://openalex.org/W4386380057","https://openalex.org/W4387144847","https://openalex.org/W4389523706","https://openalex.org/W4389940828","https://openalex.org/W4390875484","https://openalex.org/W4392716521","https://openalex.org/W4400643039","https://openalex.org/W6850507425"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4312377031","https://openalex.org/W2097095596","https://openalex.org/W2299778515","https://openalex.org/W1523776962","https://openalex.org/W4241713011","https://openalex.org/W3165327183","https://openalex.org/W1577909634","https://openalex.org/W2492287287"],"abstract_inverted_index":{"This":[0],"paper":[1],"reviews":[2],"the":[3,49,62,74,102,109],"theoretical":[4],"background":[5],"and":[6,17,34,52,68,71,83,91],"potential":[7,63,79,87],"applications":[8],"of":[9,89,93],"Large":[10],"Language":[11],"Models":[12],"(LLMs)":[13],"in":[14,28,56,66,81],"educational":[15,57,67],"processes":[16,70],"academic":[18],"research.":[19,114],"Utilizing":[20],"a":[21,86],"novel":[22],"digital":[23],"ethnographic":[24],"approach,":[25],"we":[26,72,100],"engaged":[27],"iterative":[29],"research":[30,46,69,104],"with":[31],"OpenAI\u2019s":[32],"ChatGPT-4":[33],"Google\u2019s":[35],"Gemini":[36],"Ultra\u2014two":[37],"advanced":[38],"commercial":[39],"LLMs.":[40],"The":[41],"methodology":[42],"treated":[43],"LLMs":[44],"as":[45,85],"participants,":[47],"emphasizing":[48],"AI-guided":[50],"perspectives":[51],"their":[53],"envisioned":[54],"roles":[55,65],"settings.":[58],"Our":[59],"findings":[60],"identified":[61],"LLM":[64],"discussed":[73],"AI":[75,84],"challenges,":[76],"which":[77],"included":[78],"biases":[80],"decision-making":[82],"source":[88],"discrimination":[90],"conflict":[92],"interest.":[94],"In":[95],"addition":[96],"to":[97,106],"practical":[98],"implications,":[99],"used":[101],"qualitative":[103],"results":[105],"advise":[107],"on":[108],"relevant":[110],"topics":[111],"for":[112],"future":[113]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
