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.
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.· ICEETE Conference Series· 0 citations
: 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· International Journal of New...· 0 citations
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· Bulletin of Applied Mathemat...· 0 citations
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...
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