DocumentCode
187443
Title
Towards the construction of quality-aware Web Warehouses with BPMN 2.0 Business Processes
Author
Delgado, Andrea ; Marotta, Antonio ; Gonzalez, L.
Author_Institution
Inst. de Comput., Univ. de la Republica, Montevideo, Uruguay
fYear
2014
fDate
28-30 May 2014
Firstpage
1
Lastpage
6
Abstract
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.
Keywords
Internet; backpropagation; business process re-engineering; data integration; data warehouses; BPMN 2.0 business processes; Web data sources; business process model; data aggregation; data integration; data preprocessing; data publication; data quality; data quality measurement; data restructuring; data warehouse; intermediate data sources; quality-aware Web warehouses; two level BP specification approach; Business; Data mining; Data models; Data warehouses; Engines; Load modeling; Standards; BPMN 2.0; Business Processes; Data Quality; Information Systems; Web Warehouse (WW);
fLanguage
English
Publisher
ieee
Conference_Titel
Research Challenges in Information Science (RCIS), 2014 IEEE Eighth International Conference on
Conference_Location
Marrakech
Type
conf
DOI
10.1109/RCIS.2014.6861041
Filename
6861041
Link To Document