A Web Warehouse (WW) is a Data Warehouse which consolidates data from the Web. The goal of these systems is to act as an intermediary between data publication and the user, pre-processing data and adding value to them. This pre-processing involves data integration, data aggregation, data re-structuring and data quality measurement and improvement. A Business Process (BP) model helps us to specify the users, activities, precedence relations between activities and restrictions, that have to be carried out in order to obtain the desired output. In this paper we present a two level BP specification approach for constructing a WW which has two distinctive characteristics: it manages data quality and it is configurable. The first level BP model is focused on helping the user to configure the web data sources and the desired data quality characteristics, the second level BP uses the defined configuration to generate the WW. Quality characteristics are also defined for the intermediate data sources used to populate the WW.
Towards the construction of quality-aware Web Warehouses with BPMN 2.0 Business Processes
Tipo
              Paper de conferencia
          Año
              2014
          Fecha
              May
          Páginas
              1
          Abstract
              Citekey
              6861041
          doi
              10.1109/RCIS.2014.6861041
          Keywords
          data preprocessing
          data publication
          data quality measurement
          data restructuring
          standards
          Data models
          data warehouse
          intermediate data sources
          quality-aware Web warehouses
          two level BP specification approach
          data quality
          Business
          Internet
          Data mining
          Load modeling
          Engines
          BPMN 2.0
          Business Processes
          Web Warehouse (WW)
          backpropagation
          business process re-engineering
          data integration
          data warehouses
          BPMN 2.0 business processes
          Web data sources
          business process model
          information systems
          data aggregation
              