Open Access   Article Go Back

A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference

A. Sandanasamy1 , R. Thamarai Selvi2

Section:Research Paper, Product Type: Journal Paper
Volume-7 , Issue-5 , Page no. 642-647, May-2019

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v7i5.642647

Online published on May 31, 2019

Copyright © A. Sandanasamy, R. Thamarai Selvi . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

View this paper at   Google Scholar | DPI Digital Library

XML View
PDF Download

How to Cite this Paper

  • IEEE Citation
  • MLA Citation
  • APA Citation
  • BibTex Citation
  • RIS Citation

IEEE Style Citation: A. Sandanasamy, R. Thamarai Selvi, “A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference,” International Journal of Computer Sciences and Engineering, Vol.7, Issue.5, pp.642-647, 2019.

MLA Style Citation: A. Sandanasamy, R. Thamarai Selvi "A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference." International Journal of Computer Sciences and Engineering 7.5 (2019): 642-647.

APA Style Citation: A. Sandanasamy, R. Thamarai Selvi, (2019). A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference. International Journal of Computer Sciences and Engineering, 7(5), 642-647.

BibTex Style Citation:
@article{Sandanasamy_2019,
author = {A. Sandanasamy, R. Thamarai Selvi},
title = {A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {5 2019},
volume = {7},
Issue = {5},
month = {5},
year = {2019},
issn = {2347-2693},
pages = {642-647},
url = {https://www.ijcseonline.org/full_paper_view.php?paper_id=4293},
doi = {https://doi.org/10.26438/ijcse/v7i5.642647}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v7i5.642647}
UR - https://www.ijcseonline.org/full_paper_view.php?paper_id=4293
TI - A Quality Based Software Requirement Prioritization Using Takagi-Sugeno Neuro Fuzzy Inference
T2 - International Journal of Computer Sciences and Engineering
AU - A. Sandanasamy, R. Thamarai Selvi
PY - 2019
DA - 2019/05/31
PB - IJCSE, Indore, INDIA
SP - 642-647
IS - 5
VL - 7
SN - 2347-2693
ER -

VIEWS PDF XML
288 184 downloads 102 downloads
  
  
           

Abstract

In recent years, the usage of software has increased radically. The dependence on the software places a huge responsibility on the developers to develop a quality software. Developing a cost effective, high quality software becomes a major challenge. Most of the time the software loses its quality and objective, when the software requirements are not implemented. This limitation happens due to improper requirement prioritization. Therefore it becomes significant to prioritize the software requirements. Prioritizing is the act of evaluating requirements to their importance by stakeholders. Over the years, numbers of prioritization methods, techniques and frame works have been devised. In this paper, a novel method of prioritization of software requirements is formulated using Takagi Sugeno fuzzy logic.

Key-Words / Index Term

Fuzzy logic, Software requirement prioritization, Takagi Sugeno Fuzzy Inference, Sugeno Fuzzy Logic

References

[1] M. Asaem, M. Ramzan and A. Jaffar, "Analysis and optimization of software requirements prioritization techniques," International Conference on Information and Emerging Technologies, karachi, Pakistan, June 2010, pp. 1-6.
[2] Perini, A. Susi, A. and Avesani, P. 2013. “A Machine Learning Approach to Software Requirements Prioritization”, IEEE Transactions on Software Engineering., 4(39): 445-460.
[3] J. Azar, R. K. Smith and D. Cordes, "Value-oriented requirements prioritization in a small development organization," IEEE Software, vol.24, no. 1, pp. 32-37, January-February 2007.
[4] Persis Voola, A Vinaya Babu, “Comparison of Requirements Prioritization Techniques Employing Different Scales of Measurement”, ACM SIGSOFT Software Engineering Notes, July 2013 Volume 38 Number 4
[5] Luay Alawneh, “Requirements Prioritization Using Hierarchical Dependencies”, Advances in Intelligent Systems and Computing , 2017, pp. 459-464
[6] Manju Khari and Nikunj Kumar “Comparisons of Techniques of Requirement prioritization,” Journal of Global Research in Computer Science 2013,Volume 4, No. 1, pp.38-43
[7] Saaty, T. L., “The Analytic Hierarchy Process”. Mc-Graw-Hill, 1980
[8] Igor V. Anikin, Igor P. Zinoviev, “Fuzzy Control Based on New Type of Takagi-Sugeno Fuzzy Inference System”, International Siberian Conference on Control and Communications, 2015.