Interactive System for Algorithm and Data Structure Visualization

Patrik Perhác, Slavomír Simonák
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引用次数: 2

Abstract

This work is dedicated to the design, implementation and evaluation of a new algorithm visualization system. The currently available systems and libraries are briefly compared with each other based on the visualizations and functionalities they provide. Since the analyzed tools didn't meet all of the given requirements, we decided that the development of a new system for algorithm and data structure visualizations would be beneficial for use in teaching the subject Data Structures and Algorithms. The new system was designed to be easily usable, extensible, available and to cover the basic functionalities available in similar systems and other useful features. The proposed system provides three types of visualizations: predefined visualizations, to explain how each data structure and algorithm works; interactive visualizations, to let the user interact with the visualization directly; and interactive exercises, to let the users test their knowledge. These three types of visualizations cover the whole learning process, provide theoretical and practical knowledge, and also a way to test their knowledge. The system is implemented in the form of a web application and, for the visualizations, the JSAV library is used. The system was also evaluated by the users via a survey and several improvements were implemented in the system based on the feedback provided by the users.
算法与数据结构可视化交互系统
本工作致力于一个新的算法可视化系统的设计、实现和评估。基于它们提供的可视化和功能,对当前可用的系统和库进行了简要的比较。由于分析的工具不能满足所有给定的要求,我们决定开发一个新的算法和数据结构可视化系统,这将有利于数据结构和算法这门课程的教学。新系统被设计为易于使用、可扩展、可用,并涵盖类似系统中可用的基本功能和其他有用的特性。提出的系统提供了三种类型的可视化:预定义的可视化,解释每个数据结构和算法如何工作;交互式可视化,让用户直接与可视化交互;和互动练习,让用户测试他们的知识。这三种类型的可视化涵盖了整个学习过程,提供理论和实践知识,也是测试他们知识的一种方式。该系统以web应用程序的形式实现,对于可视化,使用了JSAV库。用户还通过调查对系统进行了评估,并根据用户提供的反馈对系统进行了一些改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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