{"id":"https://openalex.org/W4400450031","doi":"https://doi.org/10.1007/s40593-024-00416-y","title":"Math-LLMs: AI Cyberinfrastructure with Pre-trained Transformers for Math Education","display_name":"Math-LLMs: AI Cyberinfrastructure with Pre-trained Transformers for Math Education","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4400450031","doi":"https://doi.org/10.1007/s40593-024-00416-y"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-024-00416-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-024-00416-y","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-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/A5057875613","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0003-0221-040X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["University of Florida, Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Florida, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000207892","display_name":"Chenglu Li","orcid":"https://orcid.org/0000-0002-1782-0457"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenglu Li","raw_affiliation_strings":["University of Utah, Utah, USA"],"affiliations":[{"raw_affiliation_string":"University of Utah, Utah, USA","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092492137","display_name":"Owen Henkel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149513","display_name":"Sierra Leone Urban Research Centre","ror":"https://ror.org/05s21y527","country_code":"SL","type":"nonprofit","lineage":["https://openalex.org/I124357947","https://openalex.org/I182377803","https://openalex.org/I195729267","https://openalex.org/I4210149513","https://openalex.org/I45129253"]}],"countries":["SL"],"is_corresponding":false,"raw_author_name":"Owen Henkel","raw_affiliation_strings":["Rising Academy Network, Freetown, Sierra Leone"],"affiliations":[{"raw_affiliation_string":"Rising Academy Network, Freetown, Sierra Leone","institution_ids":["https://openalex.org/I4210149513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031131748","display_name":"Wanli Xing","orcid":"https://orcid.org/0000-0002-1446-889X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wanli Xing","raw_affiliation_strings":["University of Florida, Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Florida, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056569507","display_name":"Sami Baral","orcid":"https://orcid.org/0000-0002-6185-5841"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sami Baral","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078998782","display_name":"Neil T. Heffernan","orcid":"https://orcid.org/0000-0002-3280-288X"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil Heffernan","raw_affiliation_strings":["Worcester Polytechnic Institute, Worcester, USA"],"affiliations":[{"raw_affiliation_string":"Worcester Polytechnic Institute, Worcester, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100429400","display_name":"Hai Li","orcid":"https://orcid.org/0000-0002-9659-1153"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hai Li","raw_affiliation_strings":["University of Florida, Florida, USA"],"affiliations":[{"raw_affiliation_string":"University of Florida, Florida, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5057875613"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":5.7668,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96417502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"509","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9825999736785889,"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":0.9825999736785889,"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/T14347","display_name":"Big Data and Digital Economy","score":0.9750000238418579,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.6842485666275024},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.6312394142150879},{"id":"https://openalex.org/keywords/math-education","display_name":"Math education","score":0.46415361762046814},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4328128695487976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4053085148334503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3126058578491211},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2885321080684662}],"concepts":[{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.6842485666275024},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6312394142150879},{"id":"https://openalex.org/C2984408293","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Math education","level":2,"score":0.46415361762046814},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4328128695487976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4053085148334503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3126058578491211},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2885321080684662}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-024-00416-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-024-00416-y","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W213188518","https://openalex.org/W1975798553","https://openalex.org/W1977917554","https://openalex.org/W1979705858","https://openalex.org/W1984071766","https://openalex.org/W2114315281","https://openalex.org/W2164185374","https://openalex.org/W2611464848","https://openalex.org/W2791021147","https://openalex.org/W2896457183","https://openalex.org/W2943416087","https://openalex.org/W2963026768","https://openalex.org/W2970971581","https://openalex.org/W2979826702","https://openalex.org/W2981852735","https://openalex.org/W3034238904","https://openalex.org/W3034394361","https://openalex.org/W3035252911","https://openalex.org/W3104836588","https://openalex.org/W3121259022","https://openalex.org/W3207047134","https://openalex.org/W3213418658","https://openalex.org/W4205486449","https://openalex.org/W4210963329","https://openalex.org/W4230961442","https://openalex.org/W4293531628","https://openalex.org/W4307413505","https://openalex.org/W4319297029","https://openalex.org/W4321442389","https://openalex.org/W4323033692","https://openalex.org/W4361282369","https://openalex.org/W4382566902","https://openalex.org/W4382567209","https://openalex.org/W4385570036","https://openalex.org/W4385570127","https://openalex.org/W4385572040","https://openalex.org/W4386566641","https://openalex.org/W4387909300","https://openalex.org/W4389820828","https://openalex.org/W4392445339","https://openalex.org/W6607045664","https://openalex.org/W6853251322"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4236056781","https://openalex.org/W4293768956","https://openalex.org/W2773781927","https://openalex.org/W2184477657","https://openalex.org/W90628286","https://openalex.org/W1964052846","https://openalex.org/W2121993451"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}