Collaborative learning environments capitalise on collective knowledge construction, where learners engage in joint problem solving and discussions to enhance understanding. Social annotation ...
Most faculty members have a go-to activity that can be deployed at a moment’s notice in the classroom. It might be a quick, five-minute writing task or a more-ambitious, small-group exercise. When ...
Academic instructors, hired for their content expertise, are rarely trained in skills like classroom facilitation or community-building. But successful collaborative learning requires a degree of ...
Data science and machine learning teams face a hidden productivity killer: annotation errors. Recent research from Apple analyzing production machine learning (ML ...
Indrani Dey is a PhD student in Learning Sciences at the University of Wisconsin-Madison, studying under Dr. Sadhana Puntambekar. At iSAT, she works with Dr. Puntambekar to investigate how students’ ...
Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. Artificial intelligence (AI) has made significant strides in recent years, largely due to ...
Bloomberg’s Global Data & CTO Data Science Teams Publish Best Practices for Data Annotation Projects
Annotation involves labelling data sets to make them more valuable to human readers or machines. As a result, annotation is quickly becoming an important sub-discipline within machine learning, where ...
Effective collaboration is an important aspect of any group project. It can reduce costs, time, and make everything run more efficiently. Enscape’s new Collaborative Annotation feature takes users one ...
While it might be tempting to view “active learning” as another educational buzzword, a large body of research demonstrates that active and collaborative classrooms produce deeper and more ...
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