Utilize este identificador para referenciar este registo: https://hdl.handle.net/1822/88932

TítuloA web-based voice interaction framework proposal for enhancing information systems user experience
Autor(es)Pereira, Tiago F.
Matta, Arthur
Mayea, Carlos M.
Pereira, Frederico
Monroy, Nelson
Jorge, João
Rosa, Tiago
Salgado, Carlos E.
Lima, Ana
Machado, Ricardo J.
Magalhães, Luís Gonzaga Mendes
Adão, Telmo
Guevara López, Miguel Ángel
Gonzalez, Dibet Garcia
Palavras-chaveAutomatic Speech Recognition
Deep Learning
Graph Database
Ontological Component
Ontologies
Semantic Interoperability
Voice Activity Detection
Data2021
EditoraElsevier 1
RevistaProcedia Computer Science
CitaçãoPereira, T. F., Matta, A., Mayea, C. M., Pereira, F., Monroy, N., Jorge, J., … Gonzalez, D. G. (2021). A web-based Voice Interaction framework proposal for enhancing Information Systems user experience. Procedia Computer Science. Elsevier BV. http://doi.org/10.1016/j.procs.2021.12.010
Resumo(s)Nowadays, numerous organisations of different dimensions and business sectors operate in highly challenging and dynamic environments, wherein the supporting information systems (IS) are becoming increasingly complex. In this context, assistive tools capable of tackling such complexity have the potential to aid users improving their performance and effectiveness, as well as to streamline businesses' processes and promote entrepreneurial-level competitivity. Following this line of research, a web-based speech-to-term recognition approach is presented as a solution to endow IS with advanced capabilities for providing an easier (more natural) and straightforward interaction with baseline functionalities, by combining relevant techniques such as Voice Activity Detection (VAD), Automatic Speech Recognition (ASR), Natural Language Processing (NLP), and an Ontological Database (OD), mapping the IS' functionalities and characteristics, is proposed. The developed interoperable system allows the conversion of speech to text - deriving into IS instructions - that is, in turn, submitted to on an ontological database wherein a term-based query is performed to elicit a set of available commands to be executed in the web context. These commands, fully mapped in the ontological database, are divided into three categories: a) navigation by menus/links, b) buttons interaction (e.g., submit forms) and c) completion of form fields. The proposed framework was experimentally tested in close to real conditions, resorting to an Enterprise Resource Planning (ERP) tool supplied by ERP Company.
TipoArtigo em ata de conferência
URIhttps://hdl.handle.net/1822/88932
DOI10.1016/j.procs.2021.12.010
ISSN1877-0509
Versão da editorahttps://www.sciencedirect.com/science/article/pii/S187705092102233X
Arbitragem científicayes
AcessoAcesso restrito UMinho
Aparece nas coleções:CAlg - Artigos em livros de atas/Papers in proceedings

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