TY - JOUR
T1 - Improving Business Intelligence Traceability and Accountability: An Integrated Framework of BI Product and Metacontent Map
AU - Chee, Chin-Hoong
AU - Yeoh, William
AU - Gao, Shijia
AU - Richards, Gregory
N1 - Publisher Copyright:
Copyright © 2014, IGI Global.
PY - 2014/7/1
Y1 - 2014/7/1
N2 - A Business Intelligence (BI) system provides users with multi-dimensional information (a so-called 'BI product') to support decision-making. However, existing BI systems overlook the lineage metadata which supports individual data quality dimensions such as data believability and ease of understanding. Using a design science research paradigm, this paper proposes and develops an integrated framework (known as BI Product and Metacontent Map - 'BIP-Map') to facilitate the traceability and accountability of BI products. Specifically, the business workflow layer of the integrated framework is modelled using business process modelling notation, and an information product map is used to model the second layer's information manufacturing process, whilst the third layer represents the metacontent detail of the data validation stage, from source system through to ETL, to the data warehousing stage. Also, the authors develop a BIP-Map informed prototype in collaboration with an online job advertising firm, the framework then being validated by key BI stakeholders of the firm. The integrated framework addresses individual-related data quality issues and builds user confidence by enhancing the traceability and accountability of a BI product.
AB - A Business Intelligence (BI) system provides users with multi-dimensional information (a so-called 'BI product') to support decision-making. However, existing BI systems overlook the lineage metadata which supports individual data quality dimensions such as data believability and ease of understanding. Using a design science research paradigm, this paper proposes and develops an integrated framework (known as BI Product and Metacontent Map - 'BIP-Map') to facilitate the traceability and accountability of BI products. Specifically, the business workflow layer of the integrated framework is modelled using business process modelling notation, and an information product map is used to model the second layer's information manufacturing process, whilst the third layer represents the metacontent detail of the data validation stage, from source system through to ETL, to the data warehousing stage. Also, the authors develop a BIP-Map informed prototype in collaboration with an online job advertising firm, the framework then being validated by key BI stakeholders of the firm. The integrated framework addresses individual-related data quality issues and builds user confidence by enhancing the traceability and accountability of a BI product.
KW - Business Intelligence
KW - Business Workflow
KW - Design Science Metadata
KW - Information Manufacturing
KW - Metadata
UR - http://www.scopus.com/inward/record.url?scp=84919444767&partnerID=8YFLogxK
U2 - 10.4018/jdm.2014070102
DO - 10.4018/jdm.2014070102
M3 - Article
SN - 1063-8016
VL - 25
SP - 28
EP - 47
JO - Journal of Database Management
JF - Journal of Database Management
IS - 3
ER -