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Alexey L. Voskov – International Journal of Mathematical Education in Science and Technology, 2024
QR decomposition is widely used for solving the least squares problem. However, existing materials about it may be too abstract for non-mathematicians, especially STEM students, and/or require serious background in linear algebra. The paper describes theoretical background and examples of GNU Octave compatible MATLAB scripts that give relatively…
Descriptors: Mathematics, Algorithms, Data Science, Mathematical Concepts
Said Hadjerrouit – International Association for Development of the Information Society, 2024
This article aims to problematize the role of programming in mathematics education. Problematizing involves acknowledging a deeper complexity in the understanding of programming than originally perceived and questioning its assumed value in mathematics education. This approach entails identifying its underlying paradigmatic assumptions in relation…
Descriptors: Computation, Programming, Thinking Skills, Mathematics Education
Joshua Holden – PRIMUS, 2024
This paper describes Alkaline, a size-reduced version of Kyber, which has recently been announced as a prototype NIST standard for post-quantum public-key cryptography. While not as simple as RSA, I believe that Alkaline can be used in an undergraduate classroom to effectively teach the techniques and principles behind Kyber and post-quantum…
Descriptors: Technology, Coding, Undergraduate Study, Algebra
William R. Dardick; Jeffrey R. Harring – Journal of Educational and Behavioral Statistics, 2025
Simulation studies are the basic tools of quantitative methodologists used to obtain empirical solutions to statistical problems that may be impossible to derive through direct mathematical computations. The successful execution of many simulation studies relies on the accurate generation of correlated multivariate data that adhere to a particular…
Descriptors: Statistics, Statistics Education, Problem Solving, Multivariate Analysis
Maria Blanton; Angela Murphy Gardiner – Grantee Submission, 2024
Learning standards such as the "Common Core State Standards for Mathematics" [CCSSM] (NGA Center & CCSSO, 2010) advocate that we develop students' algebraic thinking "beginning in kindergarten." Such a tall order requires innovative approaches that re-imagine what teaching and learning mathematics means for the elementary…
Descriptors: Algebra, Curriculum Development, Mathematics Education, Elementary Education
Martin, John Levi; Murphy, James P. – Sociological Methods & Research, 2021
The analysis of sequence data poses a great challenge; existing methods for the comparison of sequences take what theoretical grounding they have from other fields (most importantly, genetics). We argue that set theory provides a way of establishing the relations between sequences that has a natural application to the case in which the sequences…
Descriptors: Data Analysis, Theories, Algebra, Sequential Approach
Philip Todd; Danny Aley – International Journal for Technology in Mathematics Education, 2023
Music provides an excellent setting for students to explore trigonometric functions in a setting which is independent of their utility in resolving triangles. In this paper, we present several investigations using trigonometric functions to model musical phenomena. From a mathematical technology point of view, most examples require only function…
Descriptors: Trigonometry, Music, Models, Technology Uses in Education
K. Lew; L. Guajardo; M. A. Gonzalez; K. Melhuish – PRIMUS, 2024
Proof comprehension is an important skill for students to develop in their proof-based courses, yet students are rarely afforded opportunities to develop this skill. In this paper, we describe two implementations of an activity structure that was developed to give students the opportunity to engage with complex proofs and to develop their proof…
Descriptors: Mathematical Logic, Validity, Mathematics Instruction, Mathematics Skills
Vergel, Rodolfo; Godino, Juan D.; Font, Vicenç; Pantano, Óscar L. – Mathematics Education Research Journal, 2023
The theoretical reflection on the nature of school algebra and the development of algebraic thinking from the first educational levels is a relevant topic in mathematics education. In this paper, we first summarize and clarify the positions held on this topic by two theoretical frameworks: the Theory of Objectification and the Onto-semiotic…
Descriptors: Algebra, Semiotics, Mathematical Concepts, Theories
Shahar Rozenstin; Shai Gul – International Journal of Mathematical Education in Science and Technology, 2023
Topology is considered an advanced field in mathematics, and it might seem off-putting to people with no previous experience in mathematics. The classification theorem, which lies within the field of algebraic topology, is fascinating, but understanding it requires extensive mathematical knowledge. In this manuscript, we present a modular object…
Descriptors: Design, Topology, Classification, Mathematics Education
Naiman, Aharon – International Journal for Technology in Mathematics Education, 2022
We explore the various Mathematica functions for performing Gaussian elimination, specifically when the linear system contains input parameters. On the one hand, we want the solution, perhaps heuristically found, to be in terms of the input parameters, and as general as possible. On the other hand, we must adhere to all necessary conditions and…
Descriptors: Mathematics, Evaluation Methods, Heuristics, Mathematics Instruction
Levin, Mariana; Walkoe, Janet – ZDM: Mathematics Education, 2022
In this paper, we elaborate the "seeds of algebraic thinking" perspective, drawing upon Knowledge in Pieces as a heuristic epistemological framework. We argue that students' pre-instructional experiences in early childhood lay the foundation for algebraic thinking and are a largely untapped resource in developing students' algebraic…
Descriptors: Algebra, Mathematical Logic, Thinking Skills, Preschool Children
Examining English Language Learners' Learning Needs through the Lens of Algebra Curriculum Materials
de Araujo, Zandra; Smith, Erin – Educational Studies in Mathematics, 2022
Curriculum materials have a substantial influence on mathematics instruction and, consequently, students' learning opportunities. Many curriculum programs provide instructional notes for teachers and tasks for students as a means of accommodating particular student groups, such as those identified for English language learners. The presence of…
Descriptors: English Language Learners, Student Needs, Algebra, Instructional Materials
Janice Padula – Australian Mathematics Education Journal, 2024
In this paper the author explores and demonstrates the vital role mathematics plays in technology by showing how algebra, and in particular Boolean algebra, has become an essential part of how computers and computer languages work. Both Boolean logic and algebra are core competencies in Computer Science at the university level which may encourage…
Descriptors: Algebra, Logical Thinking, Computers, Artificial Intelligence
Guershon Harel – ZDM: Mathematics Education, 2024
"Epistemological justification" is a way of thinking that manifests itself through perturbation-resolution cycles revolving around the question "why and how was a piece of mathematical knowledge conceived?" The paper offers a conceptual framework for constituent elements of epistemological justification. The framework provides:…
Descriptors: Mathematical Concepts, Mathematics Education, Mathematics Instruction, Mathematics Skills