2026-04-28T21:50:53Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/109002025-09-30T00:05:32Zcom_10259_4219com_10259_5086com_10259_2604col_10259_7349

Arnau-González, Pablo f4d3f8d5-8589-42f2-b0c4-3deb41975a6f 500 Serrano Mamolar, Ana 820 600 0000-0002-0027-7128 Katsigiannis, Stamos 8104ac49-81b6-4448-999a-ae3d60eb25e8 Arevalillo-Herráez, Miguel f4abd9c8-94e7-41dc-9efa-100e89e63db2 600 2025-09-29T10:33:37Z 2025-09-29T10:33:37Z 2023-06-30 978-3-031-36336-8 978-3-031-36335-1 https://hdl.handle.net/10259/10900 10.1007/978-3-031-36336-8_99 Comunicación presentada en: 24th International Conference on Artificial Intelligence in Education, AIED 2023, Tokyo, Japan, July 3–7, 2023. Math Word Problem (MWP) solving for teaching math with Intelligent Tutoring Systems (ITSs) faces a major limitation: ITSs only supervise pre-registered problems, requiring substantial manual effort to add new ones. ITSs cannot assist with student-generated problems. To address this, we propose an automated approach to translate MWPs to an ITS’s internal representation using pre-trained language models to convert MWP to Python code, which can then be imported easily. Experimental evaluation using various code models demonstrates our approach’s accuracy and potential for improvement. This research has received support from project TED2021- 129485B-[C42/C43], funded by the Ministry of Science and Innovation (Strategic Projects Focused on the Green and Digital Transition); project PGC2018-096463-BI00, funded by MCIN/AEI/10.13039/501100011033 and “ERDF A way of making Europe”; grant CIAPOS/2022/163, project AICO/2021/019 and Grupos de Investigaci´on Emergentes, funded by Generalitat Valenciana; Margarita Salas 2022–2024 Grant, awarded by University of Valencia [MS21-29], and by University of Burgos funded through NextGenerationEU funds; and project “AGENCY”, funded by the Engineering and Physical Sciences Research Council [EP/W032481/1], United Kingdom. application/pdf eng Springer AIED 2023: Artificial Intelligence in Education, V. 1831, p. 639–644 https://doi.org/10.1007/978-3-031-36336-8_99 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica, Técnica y de Innovación 2021-2023/TED2021-129485B-C43/ES/Sistemas dinámicos inteligentes centrados en el usuario para la Prevención de Riesgos Laborales/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica, Técnica y de Innovación 2021-2023/TED2021-129485B-C42/ES/SISTEMAS DINAMICOS INTELIGENTES CENTRADOS EN EL USUARIO PARA LA PERSONALIZACION DEL APRENDIZAJE/ info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica, Técnica y de Innovación 2017-2020/PGC2018-096463-BI00/ES/USO DE SISTEMAS TUTORIALES INTELIGENTES PARA ESTUDIAR ASPECTOS COGNITIVOS Y AFECTIVOS EN LA ENSEÑANZA Y EL APRENDIZAJE DE LA RESOLUCION DE PROBLEMAS VERBALES/ Math word problems Algebra tutoring Intelligent tutoring systems Automatic code generation Matemáticas-Estudio y enseñanza Inteligencia artificial en la enseñanza Mathematics-Study and teaching Artificial intelligence-Educational applications Towards Automatic Tutoring of Custom Student-Stated Math Word Problems info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/acceptedVersion info:eu-repo/semantics/openAccess 1831 639 644 THUMBNAIL Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf.jpg Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf.jpg IM Thumbnail image/jpeg 3639 https://riubu.ubu.es/bitstream/10259/10900/3/Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf.jpg 5cd91f2f61e2ad9beea2e950a99d50a7 MD5 3 LICENSE license.txt license.txt text/plain; charset=utf-8 1362 https://riubu.ubu.es/bitstream/10259/10900/2/license.txt 5d013bfa6e473ff0db22cd82a4d71a70 MD5 2 ORIGINAL Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf application/pdf 695734 https://riubu.ubu.es/bitstream/10259/10900/1/Arnau-Towards_Automatic_Tutoring_Custom_Student-Stated_Math_Word_Problems_2023.pdf 3707f54090d7d7e726c8d1a2824be459 MD5 1 10259/10900 oai:riubu.ubu.es:10259/10900 2025-09-30 02:05:32.653 Repositorio Institucional de la Universidad de Burgos bubrep@ubu.es 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