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The formalisation of mathematics is continuing rapidly, however combinatorics continues to present challenges to formalisation efforts, such as its reliance on techniques from a wide range of other fields in mathematics. This paper presents…

计算机科学中的逻辑 · 计算机科学 2024-01-08 Chelsea Edmonds , Lawrence C. Paulson

We provide an historical overview of how advances in technology influenced high school and university mathematical competitions in the United States and at the International Mathematical Olympiad. While students are not allowed the usage of…

历史与综述 · 数学 2024-04-11 Bela Bajnok

This paper examines various methods and ideas for humanizing mathematics. The term 'humanizing mathematics' which includes elements of 'aesthetic mathematics' refers to approaches that emphasize the aesthetic, philosophical, and subjective…

历史与综述 · 数学 2025-01-13 Takao Inoué

This is a kind of introduction to some basic topics in analysis, some of which would be covered in standard graduate courses, and some not. However, an important difference is that not much in the way of prerequisites are needed, beyond…

经典分析与常微分方程 · 数学 2007-05-23 Stephen Semmes

Deep learning (DL) has gained much attention and become increasingly popular in modern data science. Computer scientists led the way in developing deep learning techniques, so the ideas and perspectives can seem alien to statisticians.…

机器学习 · 统计学 2021-02-05 G. Jogesh Babu , David Banks , Hyunsoon Cho , David Han , Hailin Sang , Shouyi Wang

The development and deployment of machine learning and AI engender 'AI colonialism', a term that conceptually overlaps with 'data colonialism', as a form of injustice. AI colonialism is in need of decolonization for three reasons.…

计算机与社会 · 计算机科学 2024-07-19 W. J. T. Mollema

This position statement looks back on two decades of work on shallow embeddings of non-classical logics in classical higher-order logic (HOL), a line of research that expanded into a range of logic embeddings in HOL and inspired the LogiKEy…

计算机科学中的逻辑 · 计算机科学 2026-05-27 Christoph Benzmüller , Daniel Kirchner , Luca Pasetto

Usually the first course in mathematics is calculus. Its a core course in the curriculum of the Business, Engineering and the Sciences. However many students face difficulties to learn calculus. These difficulties are often caused by the…

计算机与社会 · 计算机科学 2012-12-27 Seifedine Kadry , Maha ElShalkamy

Mathematics curriculums at most universities tend to perpetuate a belief that higher mathematics is historically and culturally European. First Nations and minority students may not see their identities and cultures reflected in the…

历史与综述 · 数学 2026-03-30 Rowena Ball

In this paper we articulate a framework for quantifying the complexity of curricula based on their fundamental structural and instructional properties. We then introduce the notion of curricular analytics as a means of relating curricular…

计算机与社会 · 计算机科学 2018-11-27 Gregory L. Heileman , Chaouki T. Abdallah , Ahmad Slim , Michael Hickman

This panel draws on research of the teaching of mathematical proof, conducted in five countries at different levels of schooling. With a shared view of proof as essential to the teaching and learning of mathematics, the authors present…

The main purpose of this book is to propose an introduction to the modern tools of algebraic complexity. To remain as simple as possible while providing meaningful examples, we chose to focus on effective linear algebra; this is certainly…

交换代数 · 数学 2016-04-05 Jounaïdi Abdeljaoued , Henri Lombardi

The impact of Machine Learning (ML) algorithms in the age of big data and platform capitalism has not spared scientific research in academia. In this work, we will analyse the use of ML in fundamental physics and its relationship to other…

物理与社会 · 物理学 2021-12-21 Aniello Lampo , Michele Mancarella , Angelo Piga

In this work, the authors describe efforts aimed at Indigenizing a second-year linear algebra course at a small liberal arts university in Manitoba, Canada. This is done through an assignment, part hands-on and part written work, that…

历史与综述 · 数学 2025-09-16 Sarah Plosker , Cathy Mattes

This essay considers the special character of mathematical reasoning, and draws on observations from interactive theorem proving and the history of mathematics to clarify the nature of formal and informal mathematical language. It proposes…

历史与综述 · 数学 2015-08-24 Jeremy Avigad

Good problems grab us. They invite us to find patterns, make conjectures, and prove-or perhaps disprove-a conjecture. When I first taught, I saw my work as tantalizing students with structures just beyond their reach, so that I could elicit…

历史与综述 · 数学 2025-02-17 Yvonne Lai

We describe and explain the desire, common among mathematicians, both for unity and independence in its major themes. In the dialogue that follows, we express our spontaneous and considered judgment and reservations by contrasting the…

历史与综述 · 数学 2013-12-10 Bernhelm Booss-Bavnbek , Philip J. Davis

I describe some deep-seated problems in higher mathematical education, and give some ideas for their solution -- I advocate a move away from the traditional introduction of mathematics through calculus, and towards computation and discrete…

历史与综述 · 数学 2014-01-07 Igor Rivin

Our title challenges the reader to venture beyond linear algebra in designing models and in thinking about numerical algorithms for identifying solutions. This article accompanies the author's lecture at the International Congress of…

代数几何 · 数学 2021-08-24 Bernd Sturmfels

While proof is a central component of postsecondary mathematical study, proof construction has historically posed significant difficulties for students who intend to earn mathematics degrees at the undergraduate level. This work is…

历史与综述 · 数学 2023-03-01 Bolanle Salaam