Skip to content
Review Open access

Development of Interactive 3D Learning Objects for Visualizing Vector Calculus Concepts in Matlab

Aug 2026 · Alfa Mühendislik ve Uygulamalı Bilimler Dergisi · 0 citations · 7 references

TL;DR

The proposed system integrates symbolic computation, numerical evaluation, and three-dimensional graphical visualization within a single computational environment and should be further examined through future user studies, pilot implementations, and classroom-based experimental research.

Abstract

Vector calculus concepts such as vector fields, divergence, and curl are often difficult for students to understand because they involve abstract multidimensional structures and spatial interpretation processes. In traditional instructional approaches, these concepts are generally presented through symbolic notation and static visual representations, which may limit the interpretation of the dynamic behavior of three-dimensional mathematical structures. This study addresses the design, development, and expert evaluation of a Matlab-based interactive learning object for the three-dimensional examination of vector calculus concepts. The proposed system integrates symbolic computation, numerical evaluation, and three-dimensional graphical visualization within a single computational environment. Using a selected vector field example, the study examines vector direction, magnitude, divergence, curl, and parameter-dependent graphical transformations. In addition, two independent experts evaluated the developed learning object in terms of mathematical accuracy, visual clarity, usability, reproducibility, and instructional suitability. The overall expert-review mean was 4.50/5.00, and both experts evaluated the learning object as suitable in its current form. However, this study is not an effectiveness study in which learning outcomes are experimentally measured. Therefore, the impact of the proposed learning object on students' learning outcomes should be further examined through future user studies, pilot implementations, and classroom-based experimental research.

Read PDF

Similar papers

Conference Aug 2026

Design of a Web-Based 3D Learning Media for Three-Dimensional Geometry

Three-dimensional geometry is a fundamental topic in senior high school mathematics that requires students to develop spatial visualization and conceptual understanding. However, conventional learning media often rely on static two-dimensional illustrations, making it difficult for students to comprehend the characteri...

Yoseph Satria Praka, Malisa Huzaifa, M. Rosyid et al. · 0 citations
2026

Visualization-Assisted Teaching Reform of the Mathematical Analysis Course for Information and Computing Science Majors in Local Applied Universities

: Mathematical Analysis is a core foundational course for Information and Computing Science majors, but its high level of abstraction, rigorous logical structure, and emphasis on symbolic reasoning often make it difficult for students in local applied universities. Traditional teaching usually focuses on definitions, t...

Qian Chen, Yue Sun · 0 citations
Open access Aug 2026

Developing GeoGebra 3D-assisted interactive e-worksheet for composite solids visualization

This study aims to develop, validate, and evaluate the practicality of an interactive electronic student worksheet using Lumi education integrated with GeoGebra 3D dynamic applets, and indicates that the e-worksheet achieved "strongly valid" and "practical" criteria.

Dian Faizal, Afit Istiandaru · 0 citations
Open access Oct 2026

The Mediating Role of Spatial Skills in Learning Kinematic Graphics Assisted by Vector Animation Videos

Kinematic graph interpretation is a basic physics competency that often challenges students because of abstract vector representations and weak geometric transformation skills. This study analyzes the influence of vector animation videos on kinematic graph learning, with spatial skills as a mediating variable. A quanti...

Siti Fatimah, Imam Sucahyo, Azar Zakaria · 0 citations
Open access Sep 2026

ImageStat EDU: Developing an interactive digital image-based tool for statistical visualization and learning

Purpose: This study aimed to develop and preliminarily evaluate ImageStat EDU, an interactive digital image-based tool designed to support statistical visualization and learning, particularly in descriptive statistics, histogram interpretation, and introductory probability distributions.Method: The study employed a Res...

M. F. V. Ruslau, N. Nurhayati, R. Pratama et al. · 0 citations
Conference Sep 2026

Instructor-Student Applications for Vector Line Integrals: Symbolic Scaffolding and Personalized Visualization as Cognitive Reward

This paper presents a paired Instructor-Student application for computing 3D vector line integrals that integrates the SymPy symbolic engine with the Manim procedural animation library. To address the lack of specialized authoring tools for vector calculus problem sets, the Instructor module provides a high-level inter...

Halyna Tuluchenko, T. Bilousova, Inna Vygodner · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.