Improving Business Intelligence Traceability and Accountability
| العنوان: | Improving Business Intelligence Traceability and Accountability |
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| المؤلفون: | Gregory Richards, Shijia Gao, Chin-Hoong Chee, William Yeoh |
| المصدر: | Journal of Database Management. 25:28-47 |
| بيانات النشر: | IGI Global, 2014. |
| سنة النشر: | 2014 |
| مصطلحات موضوعية: | Knowledge management, Traceability, Computer science, business.industry, Data warehouse, Metadata, Business Process Model and Notation, Workflow, Hardware and Architecture, Data quality, Business intelligence, Design science research, business, Software, Information Systems |
| الوصف: | 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. |
| تدمد: | 1533-8010 1063-8016 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::48ecc5d6007c9387f9cbbe31384c8c35 https://doi.org/10.4018/jdm.2014070102 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi...........48ecc5d6007c9387f9cbbe31384c8c35 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15338010 10638016 |
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