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Brno University of Technology

1. Čechák, Jiří. Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks.

Degree: 2019, Brno University of Technology

The thesis describes an implementation and the way generative chatbot operates. The chatbot was implemented in Python using artificial neural networks and is based on a sequence-to-sequence principle. The final chatbot contains three models, which can be trained and used for conversations in a created GUI. After training of all three models, the chatbot was then tested by using BLEU metric. It was also tested by some users who compared the quality of its generated answers with the quality of answers created by already an existing chatbot Cleverbot. For a better understanding of the given problematics, there is a simple description of the basic terms, such as artificial intelligence, artificial neural networks, the difference between closed and open domain, word embedding and a basic description of the chatbots and their types, including their advantages, disadvantages and usage. Advisors/Committee Members: Szőke, Igor (advisor), Beneš, Karel (referee).

Subjects/Keywords: chatbot; bot; chatterbot; talkbot; generativní chatbot; umělá neuronová síť; LSTM; strojové učení; umělá inteligence; chatbot; bot; chatterbot; talkbot; generative chatbot; artificial neural network; LSTM; machine learning; artificial intelligence

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Čechák, J. (2019). Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks. (Thesis). Brno University of Technology. Retrieved from http://hdl.handle.net/11012/85210

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16th Edition):

Čechák, Jiří. “Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks.” 2019. Thesis, Brno University of Technology. Accessed September 27, 2020. http://hdl.handle.net/11012/85210.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7th Edition):

Čechák, Jiří. “Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks.” 2019. Web. 27 Sep 2020.

Vancouver:

Čechák J. Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks. [Internet] [Thesis]. Brno University of Technology; 2019. [cited 2020 Sep 27]. Available from: http://hdl.handle.net/11012/85210.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Čechák J. Chatbot postavený na umělých neuronových sítích: Chatbot Based on Artificial Neural Networks. [Thesis]. Brno University of Technology; 2019. Available from: http://hdl.handle.net/11012/85210

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

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