Deep Learning for Educational Data Science

arXiv:2404.19675v1 Announce Type: cross
Abstract: With the ever-growing presence of deep artificial neural networks in every facet of modern life, a growing body of researchers in educational data science -- a field consisting of various interrelated research communities -- have turned their attention to leveraging these powerful algorithms within the domain of education. Use cases range from advanced knowledge tracing models that can leverage open-ended student essays or snippets of code to automatic affect and behavior detectors that can identify …

abstract algorithms artificial artificial neural networks arxiv attention communities cs.ai cs.cy cs.lg data data science deep learning domain education educational ever every facet life modern networks neural networks research researchers science type