Towards Developing an Effective Algorithm Visualization Tool for Online Learning

被引:7
|
作者
Romanowska, Katarzyna [1 ]
Singh, Gurpreet [1 ]
Dewan, M. Ali Akber [1 ]
Lin, Fuhua [1 ]
机构
[1] Athabasca Univ, Sch Comp & Informat Syst, Edmonton, AB, Canada
来源
2018 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE & COMPUTING, ADVANCED & TRUSTED COMPUTING, SCALABLE COMPUTING & COMMUNICATIONS, CLOUD & BIG DATA COMPUTING, INTERNET OF PEOPLE AND SMART CITY INNOVATION (SMARTWORLD/SCALCOM/UIC/ATC/CBDCOM/IOP/SCI) | 2018年
关键词
algorithm visualization; interaction design; students' engagement; learning analytics; online learning;
D O I
10.1109/SmartWorld.2018.00336
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Although many Algorithm Visualization (AV) tools are available online, most of them are not effective in helping students to learn algorithm and data structures. The reasons for this may be the poor design consideration of the tools to fulfill the learners' needs in terms of pedagogy, usability, and accessibility. This paper reports a work-in-progress research project at Athabasca University on developing an effective algorithm visualization tool for online learning. We analyze the pedagogy, usability, and accessibility goals and their respective features for the online learners and examines how the visualization and user interaction principals can help to achieve these goals in the design process of an effective AV tool. We present a review of the related literature to highlight current and past researches and illustrate the need for better user experience design in AV tools. We then identify the online learners' needs and the context of their activities to design a usable, useful, effective, and pleasurable interactive AV tool. Such a tool can fulfill the pedagogy, usability, and accessibility goals for the online learners.
引用
收藏
页码:2011 / 2016
页数:6
相关论文
共 50 条
  • [1] DEVELOPING EVALUATIVE TOOL FOR ONLINE LEARNING AND TEACHING PROCESS
    Aksal, Fahriye A.
    TURKISH ONLINE JOURNAL OF EDUCATIONAL TECHNOLOGY, 2011, 10 (03): : 69 - 75
  • [2] Towards a better understanding of the role of visualization in online learning: A review
    Zhang, Gefei
    Zhu, Zihao
    Zhu, Sujia
    Liang, Ronghua
    Sun, Guodao
    VISUAL INFORMATICS, 2022, 6 (04): : 22 - 33
  • [3] Towards Technology for Supporting Effective Online Learning Groups
    Mayende, Godfrey
    Prinz, Andreas
    Muyinda, Paul Birevu
    Isabwe, Ghislain Maurice Norbert
    INTERACTIVE MOBILE COMMUNICATION TECHNOLOGIES AND LEARNING, 2018, 725 : 361 - 371
  • [4] Developing a diagnostic tool for assessing tertiary students' readiness for online learning
    Pillay, Hitendra
    Irving, Kym
    McCrindle, Andrea
    INTERNATIONAL JOURNAL OF LEARNING TECHNOLOGY, 2006, 2 (01) : 92 - 104
  • [5] Towards developing a learning analytics dashboard for a massive online robotics competition
    Kodumuru, Saketh
    Lucas, Brendan
    Sabanwar, Vivek
    Patil, Sachin
    Avudiappan, Deepa
    Parikh, Parth
    Arya, Kavi
    PROCEEDINGS OF THE 2022 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON 2022), 2022, : 1020 - 1025
  • [6] An algorithm visualization tool on the reconfigurable mesh
    Bordim, JL
    Hayashi, T
    Nakano, K
    VLSI DESIGN, 2002, 14 (03) : 239 - 248
  • [7] Online learning An effective means for developing small business owner-managers' capabilities?
    Smith, Tara
    Barrett, Rowena
    JOURNAL OF SMALL BUSINESS AND ENTERPRISE DEVELOPMENT, 2016, 23 (01) : 207 - 223
  • [8] Building an Online Educational Community for Algorithm Visualization
    Shaffer, Clifford A.
    Naps, Thomas L.
    Rodger, Susan H.
    Edwards, Stephen H.
    SIGCSE 10: PROCEEDINGS OF THE 41ST ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, 2010, : 475 - 476
  • [9] DEVELOPING ONLINE LEARNING WITH THE 'RIPPLE EFFECT'
    Ferriday, Rebecca
    INTED2015: 9TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE, 2015, : 652 - 656
  • [10] Is social capital effective for online learning?
    Lu, June
    Yang, Jun
    Yu, Chun-Sheng
    INFORMATION & MANAGEMENT, 2013, 50 (07) : 507 - 522