A Study on Reuse-based Requirements Engineering by Utilizing Knowledge Pattern

Sabrina Ahmad, Zariza Hashim, Siti Azirah Asmai


Software development has become an essential part of many industries over the past decade. The use of software has become an essential element for the organization to support its operation and business. Some software has certain features in common, which allow its requirements to be used repetitively in the requirement engineering phase. This paper presents a study on knowledge patterns for reuse-based requirements engineering. Reuse-based requirements engineering is saving the effort to conduct the process and, at the same time maintaining the standard since reused requirements come with its properties as well.  Software development is an iterative process itself and so does the knowledge it holds in every iteration. When analysts perform many iterations of elicitation processes, it is often the case that a significant amount of requirements is recurring and similar software system will likely benefit from them. This research adopted a literature review method to investigate and to present current studies on knowledge pattern for the purpose of reuse. Knowledge reuse by utilizing knowledge pattern is becoming a significant method in software requirements engineering as it safes the effort of developing requirements from scratch. The study found that a specific pattern is required to develop good requirements specification. A proposed prototype to deploy reuse-based requirements engineering is also presented and evaluated. Experts’ judgment method is used for evaluation by adapting the Technology Acceptance Model (TAM). The results showed that reusing knowledge pattern expedites the requirements elicitation process and improves the requirements quality. 


requirement engineering; knowledge pattern; requirement reuse; knowledge reuse; software engineering.

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U. Anuar, S. Ahmad, N.A. Emran, “A simplified systematic literature review: Improving Software Requirements Specification quality with boilerplates†Proceedings of 9th Software Engineering Conference (MySEC), pp. 99-105 IEEE, 2015.

S. Ahmad, S. A. Asmai, “Measuring software requirements quality following negotiation through empirical study,†International Journal of Applied Engineering Research, vol.11, no. 6, pp. 4190-4196, 2016.

S. Ahmad, I.E.A. Jalil, S.S. Syed Ahmad, “An Enhancement of Software Requirements Negotiation with Rule-based Reasoning: A Conceptual Model,†Journal of Telecommunication, Electronic and Computer Engineering (JTEC), vol. 8, no. 10 pp. 193-198, 2016.

F. Brooks, “The mythical man-month: essays on software engineering,†Choice Reviews Online, vol. 33, no. 09, pp. 33-5142-33–5142, May 1996.

C. Palomares, C. Quer, and X. Franch. "Requirements reuse and requirement patterns: a state of the practice survey." Empirical Software Engineering 22, no. 6 (2017): 2719-2762

M. Irshad, K. Petersen, and S. Poulding, “A systematic literature review of software requirements reuse approaches,†Inf. Softw. Technol., vol. 93, pp. 223–245, Jan. 2018.

B. Hamid and J. Perez, “Supporting pattern-based dependability engineering via model-driven development: Approach, tool-support and empirical validation,†Journal of Systems and Software, vol. 122, pp. 239–273, Dec. 2016.

S. Schacht, and A. Maedche. "A methodology for systematic project knowledge reuse." In Innovations in Knowledge Management, pp. 19-44. Springer, Berlin, Heidelberg, 2016.

D. Bombonatti, M. Goulão, and A. Moreira, “Synergies and tradeoffs in software reuse - a systematic mapping study,†Softw: Pract. Exper., vol. 47, no. 7, pp. 943–957, Jul. 2017.

T. Diamantopoulos and A. Symeonidis, “Enhancing requirements reusability through semantic modeling and data mining techniques,†Enterprise Information Systems, vol. 12, pp. 1–22, Dec. 2017.

M. Tahir, F. Khan, M. Babar, F. Arif, S. Khan, “Framework for Better Reusability in Component-Based Software Engineering†Journal of Applied Environmental and Biological Sciences, vol. 6, no. 4, pp. 77-81, 2016.

C. C. Venters, N. Seyff, C. Becker, S. Betz, R. Chitchyan, L. Duboc, D. McIntyre, and B. Penzenstadler. "Characterising sustainability requirements: A new species red herring or just an odd fish?." In 2017 IEEE/ACM 39th International Conference on Software Engineering: Software Engineering in Society Track (ICSE-SEIS), pp. 3-12. IEEE, 2017.

P. Filipovikj, “Pattern-Based Specification and Formal Analysis of Embedded Systems Requirements and Behavioral Models.†2017 http://www.es.mdh.se/pdf_publications/4923.pdf.

A. Hoffmann, M. Söllner, H. Hoffmann, and J. M. Leimeister. “Towards Trust-Based Software Requirement Patterns,†2012.

J. L. Barros-Justo, F. B. V. Benitti, and A. L. Cravero-Leal, “Software patterns and requirements engineering activities in real-world settings: A systematic mapping study,†Computer Standards & Interfaces, vol. 58, pp. 23–42, May 2018.

R.L.Q. Portugal, and J. C. S. do Prado Leite. "Extracting requirements patterns from software repositories." In 2016 IEEE 24th International Requirements Engineering Conference Workshops (REW), pp. 304-307. IEEE, 2016.

J. C. Cordeiro Pires Mascena, E. Santana de Almeida, and S. R. de Lemos Meira, “A comparative study on software reuse metrics and economic models from a traceability perspective,†in IRI -2005 IEEE International Conference on Information Reuse and Integration, Conf, 2005., 2005, pp. 72–77.

V. Chang, M. Abdel-Basset, and M. Ramachandran, “Towards a Reuse Strategic Decision Pattern Framework – from Theories to Practices,†Inf. Syst. Front., pp. 1–18, May 2018.

S. Withall, “Software Requirement Patterns†2007.

L. M. Maruping, H. Bala, V. Venkatesh, and S. A. Brown, “Going beyond intention: Integrating behavioral expectation into the unified theory of acceptance and use of technology,†J. Assoc. Inf. Sci. Technol., vol. 68, no. 3, pp. 623–637, May 2016.

DOI: http://dx.doi.org/10.18517/ijaseit.10.1.10168


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