{"id":"https://openalex.org/W7165545231","doi":"https://doi.org/10.1145/3774398.3811593","title":"A Large-Scale Analysis of Student Behavior with Pedagogically Constrained LLM Tutors","display_name":"A Large-Scale Analysis of Student Behavior with Pedagogically Constrained LLM Tutors","publication_year":2026,"publication_date":"2026-06-22","ids":{"openalex":"https://openalex.org/W7165545231","doi":"https://doi.org/10.1145/3774398.3811593"},"language":null,"primary_location":{"id":"doi:10.1145/3774398.3811593","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774398.3811593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM Conference on Learning @ Scale","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/A5103208379","display_name":"Chang Liu","orcid":"https://orcid.org/0009-0005-8281-2225"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Colorado School of Mines, Golden, CO, USA"],"raw_orcid":"https://orcid.org/0009-0005-8281-2225","affiliations":[{"raw_affiliation_string":"Colorado School of Mines, Golden, CO, USA","institution_ids":["https://openalex.org/I167576493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139119448","display_name":"Loc Hoang","orcid":"https://orcid.org/0000-0002-4223-8311"},"institutions":[{"id":"https://openalex.org/I86725329","display_name":"Hitachi Global Storage Technologies (United States)","ror":"https://ror.org/02q0s1x22","country_code":"US","type":"company","lineage":["https://openalex.org/I86725329"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loc Hoang","raw_affiliation_strings":["HiTA AI Inc., Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4223-8311","affiliations":[{"raw_affiliation_string":"HiTA AI Inc., Santa Clara, CA, USA","institution_ids":["https://openalex.org/I86725329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071778778","display_name":"Ren\u00e9 F. Kizilcec","orcid":"https://orcid.org/0000-0001-6283-5546"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ren\u00e9 F. Kizilcec","raw_affiliation_strings":["Cornell University, Ithaca, NY, USA and HiTA AI Inc., Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6283-5546","affiliations":[{"raw_affiliation_string":"Cornell University, Ithaca, NY, USA and HiTA AI Inc., Santa Clara, CA, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023694440","display_name":"Bo Wu","orcid":"https://orcid.org/0009-0001-1696-4272"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Wu","raw_affiliation_strings":["Colorado School of Mines, Golden, CO, USA and HiTA AI Inc., Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0009-0001-1696-4272","affiliations":[{"raw_affiliation_string":"Colorado School of Mines, Golden, CO, USA and HiTA AI Inc., Santa Clara, CA, USA","institution_ids":["https://openalex.org/I167576493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"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":0.9460943,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"253"},"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":0.7875999808311462,"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":0.7875999808311462,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.07339999824762344,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.013899999670684338,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.2904999852180481},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.25130000710487366},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.24140000343322754},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.23880000412464142},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.23669999837875366}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5192999839782715},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43369999527931213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40400001406669617},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3269999921321869},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.25130000710487366},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.24140000343322754},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.23880000412464142},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.23669999837875366},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.22830000519752502}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774398.3811593","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774398.3811593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6737585663795471}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1983897914","https://openalex.org/W2237600160","https://openalex.org/W3042589795","https://openalex.org/W4321162272","https://openalex.org/W4389518941","https://openalex.org/W4389523742","https://openalex.org/W4390490804","https://openalex.org/W4391584331","https://openalex.org/W4393386279","https://openalex.org/W4394946276","https://openalex.org/W4395065007","https://openalex.org/W4396833177","https://openalex.org/W4400210764","https://openalex.org/W4400267690","https://openalex.org/W4400651469","https://openalex.org/W4401379837","https://openalex.org/W4404868315","https://openalex.org/W4405211386","https://openalex.org/W4407770947","https://openalex.org/W4409736144","https://openalex.org/W4410023155","https://openalex.org/W4411119608","https://openalex.org/W4412731808","https://openalex.org/W4412966241","https://openalex.org/W4412975841","https://openalex.org/W4412975845","https://openalex.org/W4412975877"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-23T06:41:19.629770","created_date":"2026-06-23T00:00:00"}
