Daniel DamelinNathan KimballAmy PallantTrudi LordACMLearning Analytics and KnowledgeH.-S. Lee, G.-H. Gweon, C. Dorsey, R. Tinker, W. Finzer, D. Damelin, N. Kimball, A. Pallant, and T. Lord. How does Bayesian Knowledge Tracing model emergence of knowledge about a mechanical system?
At this point, the computational principles of the shallow brain architecture are relatively unknown, but what is already clear is that it should be completely different from principles used in purely hierarchical computation (such as deep learning). Thus, implications of the shallow brain hypothesis...
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Recently, a number of deep neural network-based KT models have been proposed. The Deep-IRT16is an extended DKT model, which has been inspired by Bayesian deep learning. The Deep-IRT can achieve better prediction performance than shallow structured models, but it lacks personalized descriptions of...
A new report finds that open-source technologies have huge potential, but it is still largely untapped.
the researchers’ aim was to digitize these records, many of which had never been examined by modern historians. They would use deep-learning networks to extract information and, by tracing names that appear in the same document across other documents, reconstruct the ties that once bound Venetian...
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Microlearning has evolved into a significanteducational trend, with its roots tracing back to ancient methods of knowledge sharing. Today, it’s integrated into educational systems globally. The adoption of microlearning in schools and colleges is marked by its effective use during the COV...
How deep is knowledge tracing? In theoretical cognitive science, there is a tension between highly structured models whose parameters have a direct psychological interpretation and highl... M Khajah,RV Lindsey,MC Mozer 被引量: 27发表: 2016年 ...
“He sent out an e-mail on Friday evening saying everything is going to deep learning, and that we were no longer a graphics company,” Greg Estes, a vice-president at Nvidia, told me. “By Monday morning, we were an A.I. company. Literally, it was that fast.” 中文[5/10]: ...