论文信息 - An Analysis Pattern Driven Analytical Requirements Modeling Method

An Analysis Pattern Driven Analytical Requirements Modeling Method

Analytical requirements are the basis for building the enterprise data models that are used to develop the IT assets that deliver the analytical requirements to business users [10]. Due to the difficulties existed in the modeling and analysis process, reusing existing analysis experiences becomes a good choice to find an optimal way from problem domain to solution domain efficiently. To help data analysts use previous experience to elicit and model analytical requirements and find satisfactory solutions, an analysis pattern driven analytical requirements modeling method is proposed. It utilizes analysis patterns to help analysts model the relationships between data domains and machine domains, and select available analysis models under the guidance of measurable analytical goals. The modeling process is an interactive and iterative process, which uses the feedbacks from analysts to adjust its analysis behavior on real time. To illustrate the method more specifically, we apply it on requirements tracing.

Rong Peng | Jingjing Ji

[1] Karl Cox,et al. Validating strategic alignment of organizational IT requirements using goal modeling and problem diagrams , 2006, J. Syst. Softw..

[2] Sandeep Purao,et al. Improving Analysis Pattern Reuse in Conceptual Design: Augmenting Automated Processes with Supervised Learning , 2003, Inf. Syst. Res..

[3] Lin Liu,et al. Integrating Goals and Problem Frames in Requirements Analysis , 2006, 14th IEEE International Requirements Engineering Conference (RE'06).

[4] S. J. Bleistein,et al. Problem frames approach for e-business systems , 2004 .

[5] Michael Hahsler,et al. Software engineering with analysis patterns , 2001 .

[6] Michael Jackson,et al. Problems, methods and specialisation , 1994, Softw. Eng. J..

[7] Jin Zhi,et al. reliability concerns in the problem frames approach and system reliability enhancement patterns , 2013 .

[8] Maritta Heisel,et al. A Framework for Combining Problem Frames and Goal Models to Support Context Analysis during Requirements Engineering , 2013, CD-ARES.

[9] Jane Huffman Hayes,et al. Application of reinforcement learning to requirements engineering: requirements tracing , 2013, 2013 21st IEEE International Requirements Engineering Conference (RE).