The GOBIA Method: Towards Goal-Oriented Business Intelligence Architectures
نویسندگان
چکیده
Traditional Data Warehouse (DWH) architectures are challenged by numerous novel Big Data products. These tools are typically presented as alternatives or extensions for one or more of the layers of a typical DWH reference architecture. Still, there is no established joint reference architecture for both DWH and Big Data that is inherently aligned with business goals as implied by Business Intelligence (BI) projects. In this paper, a work-in-progress approach towards such custom BI architectures, the GOBIA method, is presented to address this gap, combining a BI reference architecture and a development process.
منابع مشابه
The GOBIA Method: Fusing Data Warehouses and Big Data in a Goal-Oriented BI Architecture
Traditional Data Warehouse (DWH) architectures are challenged by numerous novel Big Data products. These tools are typically presented as alternatives or extensions for one or more of the layers of a typical DWH reference architecture. Still, there is no established joint reference architecture for both DWH and Big Data that is inherently aligned with business goals as implied by Business Intel...
متن کاملA Reference Architecture for Automation of Inter-Organizational Process-Oriented Collaboration
In today’s competitive, dynamic, and changing business environment, being able to collaborate globally within and beyond the enterprise borders is critical. Inter-Organizational Collaborations (IOCs) have been proposed as a response to the characteristics of highly competitive global business environments. So far, a number of reference models, frameworks, and ad hoc architectures related to som...
متن کاملData Mining Model Management to Support Real-time Business Intelligence in Service-Oriented Architectures
Use of predictive models for making business-critical decisions is on the rise. However, serious challenges remain on managing data mining models and integrating them with business services using service-oriented architectures (SOA) to provide real-time Business Intelligence (BI). These challenges include model aging, management scalability, timely-communication among parties on model changes, ...
متن کاملFrom composition to emergence Towards the realization of policy-oriented enterprise management
Today, service-oriented architectures as basis for the composition of business processes are widely seen as the stateof-the-art approach to realize flexible, extendable enterprise management. However, a number of problems how to efficiently use this architecture to compose applications to support business goals is still a hard problem requiring specific expertise as well as tedious human involv...
متن کاملTowards a Goal-Driven Approach for Business Process Improvement Using Process-Oriented Data Warehouse
An emerging approach for business process analysis is to use business intelligence practices by employing data warehouse and decisionmaking techniques. However, little work has been done on developing core methods and tools to guide process analysis and improvement. Our research addresses this issue by introducing a goal-driven approach for business process improvement using process warehouse. ...
متن کامل