A web-based voice interaction framework proposal for enhancing information systems user experience

dc.contributor.authorPereira, Tiago F.por
dc.contributor.authorMatta, Arthurpor
dc.contributor.authorMayea, Carlos M.por
dc.contributor.authorPereira, Fredericopor
dc.contributor.authorMonroy, Nelsonpor
dc.contributor.authorJorge, Joãopor
dc.contributor.authorRosa, Tiagopor
dc.contributor.authorSalgado, Carlos E.por
dc.contributor.authorLima, Anapor
dc.contributor.authorMachado, Ricardo J.por
dc.contributor.authorMagalhães, Luís Gonzaga Mendespor
dc.contributor.authorAdão, Telmopor
dc.contributor.authorGuevara López, Miguel Ángelpor
dc.contributor.authorGonzalez, Dibet Garciapor
dc.date.accessioned2024-02-21T16:28:44Z
dc.date.issued2021
dc.date.updated2024-02-12T15:47:57Z
dc.description.abstractNowadays, 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.por
dc.description.sponsorship- (undefined)por
dc.distributioninternationalpor
dc.identifier.citationPereira, 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.2021.12.010por
dc.identifier.doi10.1016/j.procs.2021.12.010por
dc.identifier.issn1877-0509
dc.identifier.urihttps://hdl.handle.net/1822/88932
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherElsevierpor
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S187705092102233Xpor
dc.rightsopenAccesspor
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/por
dc.subjectAutomatic Speech Recognitionpor
dc.subjectDeep Learningpor
dc.subjectGraph Databasepor
dc.subjectOntological Componentpor
dc.subjectOntologiespor
dc.subjectSemantic Interoperabilitypor
dc.subjectVoice Activity Detectionpor
dc.subject.fosCiências Naturais::Ciências da Computação e da Informaçãopor
dc.titleA web-based voice interaction framework proposal for enhancing information systems user experiencepor
dc.typeconferencePaperpor
dspace.entity.typePublicationen
oaire.citationEndPage244por
oaire.citationStartPage235por
oaire.citationVolume196por
oaire.versionVoRpor
sdum.conferencePublicationProcedia Computer Sciencepor
sdum.export.identifier13265
sdum.journalProcedia Computer Sciencepor

Ficheiros

Pacote original

A mostrar 1 - 1 de 1
A carregar...
Nome:
1-s2.0-S187705092102233X-main.pdf
Tamanho:
879.13 KB
Formato:
Adobe Portable Document Format