Please use this identifier to cite or link to this item:
Title: JacKBot - El Chatbot compañero
Author: Domenes Mondragón, Francisco
Tutor: Baró, Xavier  
Others: Isern, David  
Abstract: According to the data available on the household survey of the National Statistical Institute [1], near five million people are living alone in Spain, whether if that is their own decision or not. This number is growing every year and approximately two million of them are older than 65 years. In some situations, this loneliness may be something searched or desired if it is something decided by the subject. But for many other people who have arrived at this situation, the loneliness may be the origin of a lot of emotional stress and, when they are in front of complex issues or situations that overwhelm themselves, these situations could lead to depression or many other mental issues. Using techniques of Natural Language Processing (NLP), the programming language Python and some of its specialized libraries, our goal is to create a Chatbot that gives the opportunity to the user to ease this feeling of loneliness, so common in the current society, and to bring a feeling of being accompanied to face this situation of solitude. The result is a system that recognizes the interactions of the user, and through an intents file and a neural network, tries to predict the user intent and provide at random one of the predefined answers maintaining a conversation. Not limiting the work domain causes some failures in the prediction but it allows to continue conversing with the user, generating the sensation of being able to converse with someone, which is what was sought.
Keywords: natural language processing (NLP)
Document type: info:eu-repo/semantics/bachelorThesis
Issue Date: 14-Jan-2023
Publication license:  
Appears in Collections:Bachelor thesis, research projects, etc.

Files in This Item:
File Description SizeFormat 


Video presentación del TFG324,18 MBMP4View/Open
fdomenesTFG0123presentacion.ppsxPresentación del TFG259,11 MBMicrosoft PowerpointView/Open
fdomenesTFG0123memoria.pdfMemoria del TFG558,5 kBAdobe PDFThumbnail
View statistics

This item is licensed under aCreative Commons License Creative Commons