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Design and Implementation of a Data Visualization Assessment Module in Jupyter Notebook

  • Journal of The Korea Society of Computer and Information
  • Abbr : JKSCI
  • 2023, 28(9), pp.167-176
  • DOI : 10.9708/jksci.2023.28.09.167
  • Publisher : The Korean Society Of Computer And Information
  • Research Area : Engineering > Computer Science
  • Received : July 19, 2023
  • Accepted : August 29, 2023
  • Published : September 27, 2023

HakNeung Go 1 Youngjun Lee 2

1가득초등학교
2한국교원대학교

Accredited

ABSTRACT

In this paper, we designed and implemented a graph assessment module that can evaluate graphs in an programming assessment system based on text and numbers. The assessment method of the graph assessment module is self-evaluation that outputs two graphs generated by codes submitted by learners and by answers, automatic-evaluation that converts each graph image into an array, and gives feedback if it is wrong. The data used to generate the graph can be inputted directly or used from external data, and the method of generatng graph that can be evaluated is MATLAB style in matplotlib, and the graph shape that can be evaluated is presented in mathematics and curriculum. Through expert review, it was confirmed that the content elements of the assessment module, the possibility of learning, and the validity of the learner's needs were met. The graph assessment module developed in this study has expanded the evaluation area of the programming automatic asssessment system and is expected to help students learn data visualization.

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