Code Semantics Learning with Deep Neural Networks: An AI-Based Approach for Programming Education

Author:

Rahman Md. MostafizerORCID,Watanobe YutakaORCID,Szmeja PawełORCID,Sowiński PiotrORCID,Paprzycki MarcinORCID,Ganzha MariaORCID

Publisher

Springer Nature Switzerland

Reference25 articles.

1. Abe, K., Fukawa, Y., Tanaka, T.: Prototype of visual programming environment for c language novice programmer. In: 2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI), pp. 140–145 (2019). https://doi.org/10.1109/IIAI-AAI.2019.00037

2. Dam, K.H., Tran, T., Pham, T.: A deep language model for software code. ArXiv abs/ arXiv: 1608.02715 (2016)

3. Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735–1780 (1997). https://doi.org/10.1162/neco.1997.9.8.1735

4. Hovemeyer, D., Spacco, J.: Cloudcoder: A web-based programming exercise system. J. Comput. Sci. Coll. 28(3), 30 (2013)

5. Huo, X., Li, M., Zhou, Z.H.: Learning unified features from natural and programming languages for locating buggy source code. In: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016. pp. 1606–1612. AAAI Press (2016)

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