Pervasive business intelligence platform to improve the quality of decision process in primary and secondary education – A Portuguese case study

dc.contributor.authorFerreira, Andreiapor
dc.contributor.authorPortela, Filipepor
dc.contributor.authorSantos, Manuel Filipepor
dc.date.accessioned2015-11-23T17:08:12Z
dc.date.issued2015
dc.description.abstractBusiness Intelligence (BI) can be seen as a method that gathers information and data from information systems in order to help companies to be more accurate in their decision-making process. Traditionally BI systems were associated with the use of Data Warehouses (DW). The prime purpose of DW is to serve as a repository that stores all the relevant information required for making the correct decision. The necessity to integrate streaming data became crucial with the need to improve the efficiency and effectiveness of the decision process. In primary and secondary education, there is a lack of BI solutions. Due to the schools reality the main purpose of this study is to provide a Pervasive BI solution able to monitoring the schools and student data anywhere and anytime in real-time as well as disseminating the information through ubiquitous devices. The first task consisted in gathering data regarding the different choices made by the student since his enrolment in a certain school year until the end of it. Thereafter a dimensional model was developed in order to be possible building a BI platform. This paper presents the dimensional model, a set of pre-defined indicators, the Pervasive Business Intelligence characteristics and the prototype designed. The main contribution of this study was to offer to the schools a tool that could help them to make accurate decisions in real-time. Data dissemination was achieved through a localized application that can be accessed anywhere and anytime.por
dc.description.sponsorshipThis work has been supported by FCT - Fundação para a Ciência e Tecnologia within the Project Scope UID/CEC/00319/2013.por
dc.distributioninternationalpor
dc.identifier.citationFerreira, A., Portela, F., & Santos, M. F. (2015) Pervasive business intelligence platform to improve the quality of decision process in primary and secondary education – a Portuguese case study. Vol. 354. Advances in Intelligent Systems and Computing (pp. 167-176).por
dc.identifier.doi10.1007/978-3-319-16528-8_16por
dc.identifier.isbn9783319165271por
dc.identifier.issn2194-5357por
dc.identifier.urihttps://hdl.handle.net/1822/38375
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherSpringer Verlagpor
dc.relationinfo:eu-repo/grantAgreement/FCT/5876/147280/PTpor
dc.rightsopenAccess
dc.subjectBusiness Intelligencepor
dc.subjectEducationpor
dc.subjectInformation System Architecturepor
dc.subjectInnovationpor
dc.subjectPervasivenesspor
dc.subject.fosEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informáticapor
dc.subject.wosScience & Technologypor
dc.titlePervasive business intelligence platform to improve the quality of decision process in primary and secondary education – A Portuguese case studypor
dc.typeconferencePaperpor
dspace.entity.typePublicationen
oaire.citationEndPage176por
oaire.citationStartPage167por
oaire.citationVolume354por
sdum.conferencePublicationNEW CONTRIBUTIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2por
sdum.journalAdvances in Intelligent Systems and Computingpor

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