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20 février 2020

What’s Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities

By Stephen Downes - Stephen's Web. What’s Wrong with Computational Notebooks? Pain Points, Needs, and Design Opportunities
Souti Chattopadhyay, et.al., ACM CHI Conference on Human Factors in Computing Systems 2020, 2020/01/21
This article (12 page PDF) identifies the challenges and pain points of running things like data analytics in things like Jupyter Notebooks. It's good to see this sort of article, because while some people (including myself) have touted this sort of approach as a way to generate dynamic and interactive learning resources, the actuality is that they are far from usable for the average person. In fact, after reading this article, we see that they are far from usable for the average data scientist. But the research quite clearly identifies where these problems are, and will serve as a valuable guide not only for notebook designers but for learning tool developers generally. More...

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