Volume 14 · Number 3 · Pages 285–287
Machine Learning and the Perils of Prolific Pattern Finding

Bruce Sherin

Download the full text in
PDF (139 kB)

> Citation > Similar > References > Add Comment

Abstract

Open peer commentary on the article “Studying Conceptual Change in Classrooms: Using Association Rule Mining to Detect Changes in Students’ Explanations of the Effects of Urban Planning and Social Policy” by Arthur Hjorth & Uri Wilensky. Abstract: Horth and Wilensky have taken an important first step in introducing a new method for capturing changes in student thinking, one that draws from the field of machine learning. However, I argue that there is much work to be done by educational researchers, as we seek to understand how best to apply methods from machine learning, and to appropriately interpret the results they produce.

Citation

Sherin B. (2019) Machine learning and the perils of prolific pattern finding. Constructivist Foundations 14(3): 285–287. https://constructivist.info/14/3/285

Export article citation data: Plain Text · BibTex · EndNote · Reference Manager (RIS)

Comments: 0

To stay informed about comments to this publication and post comments yourself, please log in first.