Fiorentino Cairone
Implementation and Evaluation of an Educational Chatbot based on NLP Techniques.
Rel. Marco Torchiano. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Informatica (Computer Engineering), 2021
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Abstract: |
Analysis through NLP techniques of didactic interactions on social channels. The thesis describe the creation of a Chatbot on a communication channel called Slack, able to understand the recurrent questions made from an university course students and if the question has already been answered by a professor in the past, it proposes an answer. If the question is a new one, it gives the opportunity to create an open question to be answered by a professor and later on it makes it available for future interactions. Also the research analyze and compare some different NLP (Natural Language Programming) pre-trained models (SpaCy, BERT, ConveRT) used in the edu-bot in learning process. |
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Relators: | Marco Torchiano |
Academic year: | 2021/22 |
Publication type: | Electronic |
Number of Pages: | 80 |
Subjects: | |
Corso di laurea: | Corso di laurea magistrale in Ingegneria Informatica (Computer Engineering) |
Classe di laurea: | New organization > Master science > LM-32 - COMPUTER SYSTEMS ENGINEERING |
Aziende collaboratrici: | UNSPECIFIED |
URI: | http://webthesis.biblio.polito.it/id/eprint/21304 |
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