Use of Language By generative AI Tools in Mathematical Problem Solving: The Case of ChatGPT DOI
Wajeeh Daher, Faaiz Gierdien

African Journal of Research in Mathematics Science and Technology Education, Год журнала: 2024, Номер 28(2), С. 222 - 235

Опубликована: Май 3, 2024

Texts generated by artificial intelligence agents have been suggested as tools supporting students' learning. The present research analyses the language of texts ChatGPT when solving mathematical problems related to quadratic equation. We use functional grammar theoretical framework that includes three meta-functions: ideational meta-function, interpersonal meta-function and textual meta-function. results indicated in at least one six problem-solving tasks provided a mathematically incorrect answer. processes appearing texts, aiming developing understanding concepts, included verbal, mental, existential, relational behavioural but no material processes. Specifically, performed existential process. generally used first plural pronoun 'we' describing problems, while it first-person singular taking responsibility for specific mistake or expressing happiness actions user. Moreover, text solution did not include direct imperatives 'let us do'. advancement was made usually through steps like 'first', 'second', etc. way responded would be useful learners' ways solve equations, only if teacher critically accompanies student Self-study with could lead confirm misconceptions.

Язык: Английский

Using ChatGPT for academic support: Managing cognitive load and enhancing learning efficiency – A phenomenological approach DOI Creative Commons

Louida P. Patac,

Adriano V. Patac

Social Sciences & Humanities Open, Год журнала: 2025, Номер 11, С. 101301 - 101301

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

Effects of Technology Perceptions, Teacher Beliefs, and AI Literacy on AI Technology Adoption in Sustainable Mathematics Education DOI Open Access

Tianqi Lin,

Jianyang Zhang, Bin Xiong

и другие.

Sustainability, Год журнала: 2025, Номер 17(8), С. 3698 - 3698

Опубликована: Апрель 19, 2025

Artificial intelligence has significantly transformed educational practices across disciplines. This study investigated the cognitive–behavioral mechanisms underpinning mathematics teachers’ engagement with AI teaching tools through an extended technology acceptance model. Utilizing structural equation modeling data from 500 educators, we delineated psychological pathways connecting perceptual variables to and pedagogical outcomes. Results revealed that perceived usefulness functioned as primary determinant of engagement, while ease use operated exclusively sequential mediational pathways, challenging conventional paradigms. Domain-specific factors, such teacher literacy beliefs, emerged significant mediators conditioned technology-related behavioral responses. The in this illustrated differential attitudinal which into behaviors. These findings theories contexts by demonstrating how domain-specific cognitive structures modulated perception–behavior relationships professional adoption education.

Язык: Английский

Процитировано

0

Improving The Effectiveness of Mathematics Learning Through Artificial Intelligence: Literature Review DOI Creative Commons

Laela Maulida,

Pipit Nurossobah,

Billy Anggun Aura

и другие.

Journal of General Education and Humanities, Год журнала: 2024, Номер 3(4), С. 323 - 338

Опубликована: Сен. 2, 2024

Industrial Revolution 4.0 has fundamentally transformed the educational landscape. Rapid advances in technology, especially artificial intelligence (AI), demand significant curriculum adaptations. Mathematics, as foundation of science, is main focus efforts to integrate AI into learning process. This research aims examine depth effect applying mathematics on students' capacity. Through a comprehensive literature study referring various scientific journals and Google Scholar articles, this analyzes aspects related application learning. Analysis includes mapping trends implementation, evaluating effectiveness approaches, identifying factors that influence successful exploring positive negative impacts The findings show enormous potential increase student motivation, personalize learning, deepen understanding concepts. However, also identifies number challenges, such gaps technology access, need for appropriate pedagogical development, replace teachers' roles. Based these findings, concludes integrating requires careful planning strong collaboration between educators, developers, policymakers. implications include importance flexible continuous teacher training, provision adequate technological infrastructure.

Язык: Английский

Процитировано

2

Use of Language By generative AI Tools in Mathematical Problem Solving: The Case of ChatGPT DOI
Wajeeh Daher, Faaiz Gierdien

African Journal of Research in Mathematics Science and Technology Education, Год журнала: 2024, Номер 28(2), С. 222 - 235

Опубликована: Май 3, 2024

Texts generated by artificial intelligence agents have been suggested as tools supporting students' learning. The present research analyses the language of texts ChatGPT when solving mathematical problems related to quadratic equation. We use functional grammar theoretical framework that includes three meta-functions: ideational meta-function, interpersonal meta-function and textual meta-function. results indicated in at least one six problem-solving tasks provided a mathematically incorrect answer. processes appearing texts, aiming developing understanding concepts, included verbal, mental, existential, relational behavioural but no material processes. Specifically, performed existential process. generally used first plural pronoun 'we' describing problems, while it first-person singular taking responsibility for specific mistake or expressing happiness actions user. Moreover, text solution did not include direct imperatives 'let us do'. advancement was made usually through steps like 'first', 'second', etc. way responded would be useful learners' ways solve equations, only if teacher critically accompanies student Self-study with could lead confirm misconceptions.

Язык: Английский

Процитировано

1