{"id":"https://openalex.org/W7108651419","doi":"https://doi.org/10.1007/s40593-025-00530-5","title":"An Agent-based Modeling Framework for Learning Progression Research in Middle School Mathematics Curriculum","display_name":"An Agent-based Modeling Framework for Learning Progression Research in Middle School Mathematics Curriculum","publication_year":2025,"publication_date":"2025-12-01","ids":{"openalex":"https://openalex.org/W7108651419","doi":"https://doi.org/10.1007/s40593-025-00530-5"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-025-00530-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-025-00530-5","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":null,"display_name":"Zhenfeng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159676","display_name":"Zaozhuang University","ror":"https://ror.org/05x21tp94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159676"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Zhenfeng Jiang","raw_affiliation_strings":["Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia","School of Information Science and Engineering, Zaozhuang University, Zaozhuang, 277160 , China"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"School of Information Science and Engineering, Zaozhuang University, Zaozhuang, 277160 , China","institution_ids":["https://openalex.org/I4210159676"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aidah Abdul Karim","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aidah Abdul Karim","raw_affiliation_strings":["Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fariza Khalid","orcid":null},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Fariza Khalid","raw_affiliation_strings":["Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":null,"display_name":"Hongchun Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159676","display_name":"Zaozhuang University","ror":"https://ror.org/05x21tp94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159676"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongchun Qu","raw_affiliation_strings":["School of Information Science and Engineering, Zaozhuang University, Zaozhuang, 277160 , China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Zaozhuang University, Zaozhuang, 277160 , China","institution_ids":["https://openalex.org/I4210159676"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210159676","https://openalex.org/I885383172"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.80175352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"6","first_page":"4108","last_page":"4136"},"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":0.24079999327659607,"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":0.24079999327659607,"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":0.16940000653266907,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.12729999423027039,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6108999848365784},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5645999908447266},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5291000008583069},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.46880000829696655},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.40630000829696655},{"id":"https://openalex.org/keywords/instructional-design","display_name":"Instructional design","score":0.4018999934196472},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3547999858856201},{"id":"https://openalex.org/keywords/educational-research","display_name":"Educational research","score":0.34459999203681946},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.335099995136261}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6108999848365784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5726000070571899},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5645999908447266},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5382000207901001},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5291000008583069},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.46880000829696655},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.40630000829696655},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3547999858856201},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.34459999203681946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3434000015258789},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3422999978065491},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.335099995136261},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.3149000108242035},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C140441792","wikidata":"https://www.wikidata.org/wiki/Q2910672","display_name":"Cognitive development","level":3,"score":0.29760000109672546},{"id":"https://openalex.org/C76188268","wikidata":"https://www.wikidata.org/wiki/Q1783165","display_name":"Context effect","level":3,"score":0.29739999771118164},{"id":"https://openalex.org/C2778494344","wikidata":"https://www.wikidata.org/wiki/Q5264236","display_name":"Design-based research","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C2781410774","wikidata":"https://www.wikidata.org/wiki/Q17008186","display_name":"Cognitive strategy","level":3,"score":0.2939999997615814},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29120001196861267},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.2784000039100647},{"id":"https://openalex.org/C2779532063","wikidata":"https://www.wikidata.org/wiki/Q3623716","display_name":"Inquiry-based learning","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C61641136","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Cognitive load","level":3,"score":0.2648000121116638},{"id":"https://openalex.org/C2776933062","wikidata":"https://www.wikidata.org/wiki/Q861413","display_name":"Mastery learning","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C2909807104","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Computer-Assisted Instruction","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C2989099063","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Learning design","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-025-00530-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-025-00530-5","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6764460802078247}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W64086068","https://openalex.org/W120555143","https://openalex.org/W198400421","https://openalex.org/W999207820","https://openalex.org/W1974133512","https://openalex.org/W1991728049","https://openalex.org/W2049881087","https://openalex.org/W2088765131","https://openalex.org/W2101589741","https://openalex.org/W2107433900","https://openalex.org/W2108611097","https://openalex.org/W2128801767","https://openalex.org/W2131030700","https://openalex.org/W2160920329","https://openalex.org/W2336969588","https://openalex.org/W2380617576","https://openalex.org/W2526831883","https://openalex.org/W2572554944","https://openalex.org/W2929113030","https://openalex.org/W2940445216","https://openalex.org/W2953948972","https://openalex.org/W2995350740","https://openalex.org/W3003376433","https://openalex.org/W3005061402","https://openalex.org/W3035726715","https://openalex.org/W3042942657","https://openalex.org/W3087500764","https://openalex.org/W3096619463","https://openalex.org/W3097419433","https://openalex.org/W3108632688","https://openalex.org/W3149310895","https://openalex.org/W3166597111","https://openalex.org/W3196631891","https://openalex.org/W3206936086","https://openalex.org/W4206721495","https://openalex.org/W4207065635","https://openalex.org/W4211157954","https://openalex.org/W4220990496","https://openalex.org/W4229025243","https://openalex.org/W4281725961","https://openalex.org/W4283273997","https://openalex.org/W4285702136","https://openalex.org/W4285712985","https://openalex.org/W4312362262","https://openalex.org/W4317938049","https://openalex.org/W4382582013","https://openalex.org/W4387391582","https://openalex.org/W4399971515","https://openalex.org/W4402992377"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-05T07:30:30.508283","created_date":"2025-12-05T00:00:00"}