• DocumentCode
    3187278
  • Title

    Prospects and limitations in the context of knowledge discovery in database for manipulation of domains through ontologies to support the modeling of data warehouse -Case study in social databases

  • Author

    Monteiro, A.C. ; Galvez, L.E.Z.

  • Author_Institution
    Inst. de Cienc. Exatas e Inf., Pontificia Univ. Catolica de Minas Gerais, PUCMinas, Belo Horizonte, Brazil
  • fYear
    2012
  • fDate
    1-5 Oct. 2012
  • Firstpage
    1
  • Lastpage
    9
  • Abstract
    Organizations use the techniques of data warehouse and knowledge discovery in databases to generate useful information to support their strategic decisions. These techniques, if properly combined, can offer a broad knowledge of business domain treaty. This paper proposes the use of ontology to organize and categorize the relevant data from the field of social vulnerability. With the exploration of this area will evaluate the prospects and limitations of using ontology as a basis for a model of data warehouse in relation to the wider area treated. Data on social vulnerability will be extracted from the foundations of social systems and CADUNICO and SIAB, which are made available by the federal government, Brazil and after implementation of this work will be possible to demonstrate new knowledge about the interrelationship between the systems in order to facilitate the view of the impacts that a government sector can have on other sectors.
  • Keywords
    data mining; data warehouses; decision making; government data processing; ontologies (artificial intelligence); Brazil; CADUNICO; SIAB; business domain; data categorization; data organization; data warehouse modeling; federal government sector; ontologies; social database knowledge discovery; social systems; social vulnerability data extraction; strategic decisions; Business; Context modeling; Data models; Data warehouses; Databases; Knowledge discovery; Ontologies; Business Intelligence; DatawareHouse; Knowledge Discovery in Data Base; Ontology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatica (CLEI), 2012 XXXVIII Conferencia Latinoamericana En
  • Conference_Location
    Medellin
  • Print_ISBN
    978-1-4673-0794-9
  • Type

    conf

  • DOI
    10.1109/CLEI.2012.6427213
  • Filename
    6427213