Thesis Details

Chatbot postavený na umělých neuronových sítích

Bachelor's Thesis Student: Červíček Petr Academic Year: 2018/2019 Supervisor: Szőke Igor, Ing., Ph.D.
English title
Chatbot Based on Artificial Neural Networks
Language
Czech
Abstract

The thesis pursues the implementation of the chatbot based on neural networks. It uses Long short term memory networks, which remember long-term dependencies. Chatbot was implemented in Python with superstructure Keras and is based on sequence-to-sequence. Chatbot was also tested by BLEU and given to users, who chatted with the chatbot. For a better understanding of the given problematics, there is simple description of the chatbot history and used technologies.

Keywords

chatbot, machine learning, conversation, artifical neural network

Department
Department of Computer Graphics and Multimedia FIT BUT
Degree Programme
Information Technology
Files
Status
not defended
Date
14 June 2019
Reviewer
Novotný Ondřej, Ing., Ph.D.
Committee
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT), předseda
Hliněná Dana, doc. RNDr., Ph.D. (DMAT FEEC BUT), člen
Jaroš Jiří, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Rychlý Marek, RNDr., Ph.D. (DIFS FIT BUT), člen
Citation
ČERVÍČEK, Petr. Chatbot postavený na umělých neuronových sítích. Brno, 2019. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-14. Supervised by Szőke Igor. Available from: https://www.fit.vut.cz/study/thesis/21988/
BibTeX 
@bachelorsthesis{FITBT21988,
    author = "Petr \v{C}erv\'{i}\v{c}ek",
    type = "Bachelor's thesis",
    title = "Chatbot postaven\'{y} na um\v{e}l\'{y}ch neuronov\'{y}ch s\'{i}t\'{i}ch",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21988/"
}

Theses

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