Creation and development of an AI teaching assistant

Autor:	Benedito Saura, Ernest
Přispěvatelé:	Perera Lluna, Alexandre, Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
Jazyk:	angličtina
Rok vydání:	2018
Předmět:	Machine Learning Random Forest Artificial Intelligence Text Mining Statistics Matemàtiques i estadística [Àrees temàtiques de la UPC] Estadística Matemàtica 00 General::00A General and miscellaneous specific topics [Classificació AMS] Mathematics Chatbot
Zdroj:	UPCommons. Portal del coneixement obert de la UPC Universitat Politècnica de Catalunya (UPC) Recercat. Dipósit de la Recerca de Catalunya instname
Popis:	During this project, an end-to-end solution has been provided, creating and developing a Chatbot that, using Artificial Intelligence, is able to solve doubts that students may have within the domain of a university subject. To do so, Advanced Statistics Techniques such as Machine Learning Classification Methods or Text Mining have been used in order to make a Natural Language Processing system that understands a question and provides either a pre-built or a generative answer, based on the documentation of the subject. This system has then been integrated into Telegram, which serves as a front-end application. Several functionalities have been incorporated, such as interactive answers, user registration, administrator rights, multiple language selection or database connec- tions handling, among others.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::45fb77efcbd6e092c4fd0aedf20f87b4 http://hdl.handle.net/2117/117930 Zobrazit plný text záznamu