{"id":"https://openalex.org/W7165730977","doi":"https://doi.org/10.1007/978-3-032-29755-6_21","title":"Modeling Completion Time in\u00a0Mathematics Formative Assessments: Content-Based Prediction of\u00a0Time Variation","display_name":"Modeling Completion Time in\u00a0Mathematics Formative Assessments: Content-Based Prediction of\u00a0Time Variation","publication_year":2026,"publication_date":"2026-06-24","ids":{"openalex":"https://openalex.org/W7165730977","doi":"https://doi.org/10.1007/978-3-032-29755-6_21"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29755-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29755-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5016746228","display_name":"Anthony F. Botelho","orcid":"https://orcid.org/0000-0002-7373-4959"},"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":"Anthony F. Botelho","raw_affiliation_strings":["University of Florida, Gainesville, FL, 32611, USA"],"raw_orcid":"https://orcid.org/0000-0002-7373-4959","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101535923","display_name":"Zigui Huang","orcid":"https://orcid.org/0009-0003-4438-0885"},"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":"Zhongtian Huang","raw_affiliation_strings":["University of Florida, Gainesville, FL, 32611, USA"],"raw_orcid":"https://orcid.org/0009-0004-3167-8161","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139224706","display_name":"Natalia S. Martin","orcid":"https://orcid.org/0009-0003-8665-1305"},"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":"Natalia S. Martin","raw_affiliation_strings":["University of Florida, Gainesville, FL, 32611, USA"],"raw_orcid":"https://orcid.org/0009-0003-8665-1305","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059720020","display_name":"Jinnie Shin","orcid":"https://orcid.org/0000-0002-1012-0220"},"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":"Jinnie Shin","raw_affiliation_strings":["University of Florida, Gainesville, FL, 32611, USA"],"raw_orcid":"https://orcid.org/0000-0002-1012-0220","affiliations":[{"raw_affiliation_string":"University of Florida, Gainesville, FL, 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016746228"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72869454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"309","last_page":"323"},"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":0.44350001215934753,"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":0.44350001215934753,"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/T10130","display_name":"Mathematics Education and Teaching Techniques","score":0.1477999985218048,"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"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.06769999861717224,"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/formative-assessment","display_name":"Formative assessment","score":0.9539999961853027},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5960000157356262},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5771999955177307},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5195000171661377},{"id":"https://openalex.org/keywords/online-assessment","display_name":"Online assessment","score":0.49390000104904175},{"id":"https://openalex.org/keywords/time-management","display_name":"Time management","score":0.3531000018119812}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.9539999961853027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7767000198364258},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5960000157356262},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5771999955177307},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5195000171661377},{"id":"https://openalex.org/C178823583","wikidata":"https://www.wikidata.org/wiki/Q3269883","display_name":"Online assessment","level":3,"score":0.49390000104904175},{"id":"https://openalex.org/C166235249","wikidata":"https://www.wikidata.org/wiki/Q355217","display_name":"Time management","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3361000120639801},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3215999901294708},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3197000026702881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31700000166893005},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29280000925064087},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.29100000858306885}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29755-6_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29755-6_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6838430166244507}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1507711477","https://openalex.org/W1967390364","https://openalex.org/W1968779470","https://openalex.org/W1971020201","https://openalex.org/W1995864528","https://openalex.org/W2011130275","https://openalex.org/W2059586463","https://openalex.org/W2087388117","https://openalex.org/W2106695994","https://openalex.org/W2120101509","https://openalex.org/W2139860022","https://openalex.org/W2147356329","https://openalex.org/W2153998488","https://openalex.org/W2158600149","https://openalex.org/W2224935588","https://openalex.org/W2280342393","https://openalex.org/W2792259843","https://openalex.org/W2804713279","https://openalex.org/W2952696298","https://openalex.org/W2983529038","https://openalex.org/W2999615587","https://openalex.org/W3009010129","https://openalex.org/W3037535674","https://openalex.org/W4381144972","https://openalex.org/W4386558613","https://openalex.org/W4396701373","https://openalex.org/W6968522563"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-25T00:00:00"}
