NLP-based personal learning assistant for school education

نویسندگان

چکیده

Computer-based knowledge and computation systems are becoming major sources of leverage for multiple industry segments. Hence, educational learning processes across the world on cusp a digital transformation. This paper seeks to explore concept an artificial intelligence natural language processing (NLP) based intelligent tutoring system (ITS) in context computer education primary secondary schools. One components ITS is assistant, which can enable students seek assistance as when they need, wherever are. As part this research, pilot prototype chatbot was developed, serve assistant subject Scratch (Scratch graphical utility used teach school children concepts programming). By use open source understanding (NLU) or NLP library, slackbased UI, student queries were input chatbot, get sought explanation answer. Through two-stage testing process, chatbot’s extraction information retrieval performance evaluated. The results showed that ontology modelling such done relatively accurately, shows its potential be pursued cloud-based solution future.

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ژورنال

عنوان ژورنال: International Journal of Power Electronics and Drive Systems

سال: 2021

ISSN: ['2722-2578', '2722-256X']

DOI: https://doi.org/10.11591/ijece.v11i5.pp4522-4530