时间序列分析课程实验平台的开发与应用

2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2022-10-21 DOI:10.1109/ICSESS54813.2022.9930286

Shenglan Peng, Yunhua Weng

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引用次数: 0

摘要

随着信息技术的发展，现有统计实践课程的内容和手段已经不能满足教学的需要。为加强实验实践课程的教学，按照“先进性、创新性、挑战性”的要求，以时间序列分析实践课程为例，设计开发了基于R-shiny应用的实验平台。该平台具有良好的交互界面，用户体验良好，提供完成基础实验所需的所有步骤，以及端到端的高级数据分析服务，以满足案例研究和实证分析等教学和研究需求。

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Development and Application of Experimental Platform for Time Series Analysis Course

With the development of information technology, the content and means of the current statistics practice course can no longer meet the teaching needs. In order to strengthen the experimental practice courses according to the requirement of “advanced, innovative and challenging,” taking the time series analysis practice course as an example, an experimental platform based on R-shiny application was designed and developed. The platform has an interactive interface with good user experience and provides all the steps required to complete the basic experiments as well as end-to-end advanced data analysis services to meet the needs of teaching and research including case studies and empirical analysis.

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2022 IEEE 13th International Conference on Software Engineering and Service Science (ICSESS)

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