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Reseach Article

Usability Evaluation of Object Oriented Software System using Fuzzy Logic Approach

by Sanjay Kumar Dubey, Ajay Rana, Arun Sharma
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 43 - Number 19
Year of Publication: 2012
Authors: Sanjay Kumar Dubey, Ajay Rana, Arun Sharma
10.5120/6208-8778

Sanjay Kumar Dubey, Ajay Rana, Arun Sharma . Usability Evaluation of Object Oriented Software System using Fuzzy Logic Approach. International Journal of Computer Applications. 43, 19 ( April 2012), 1-6. DOI=10.5120/6208-8778

@article{ 10.5120/6208-8778,
author = { Sanjay Kumar Dubey, Ajay Rana, Arun Sharma },
title = { Usability Evaluation of Object Oriented Software System using Fuzzy Logic Approach },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 43 },
number = { 19 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume43/number19/6208-8778/ },
doi = { 10.5120/6208-8778 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:33:47.709659+05:30
%A Sanjay Kumar Dubey
%A Ajay Rana
%A Arun Sharma
%T Usability Evaluation of Object Oriented Software System using Fuzzy Logic Approach
%J International Journal of Computer Applications
%@ 0975-8887
%V 43
%N 19
%P 1-6
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The growth in demand for interactive software system has increased greatly in recent years. But, most of the developed systems are failing due to not providing suitable interface. User interface is the only way by which user can interact with software system. The problem lying in the interface is related to the usability. Usability is regarded as important quality factor for developing the successful interactive software system. It is also a key quality factor in the development of successful software applications. These days mostly software systems are developed using object-oriented methodology. Object-oriented approach enhances the usability of software system when software engineering process combined with usability engineering. Incorporating object-oriented concepts and techniques into system development processes, systems related to human computer interaction are more usable. Inspite of the importance of usability, there is no well defined criteria to evaluate it due the fact that many factors influence the usability of software system. This paper identifies the most important factors that impact on usability of object-oriented system and then proposes a model for evaluating the usability of software system using soft computing technique.

References
  1. A. Anthony, Software: a fine art, Jan 2004.
  2. A. Dillon, and M. Maquire, "Usability measurement—Its practical value to the computer industry," in Proc. ACM/IFIP Human Factors Computer System (INTERCHI), Amsterdam, The Netherlands, 1993, pp. 145–148.
  3. A. M. Brad, and M. B. Rosson, "Survey on user interface programming", Proceedings of the SIGCHI conference on Human factors in computing systems, California, USA, 1992, pp. 195-202.
  4. A. Seffah, M. Donyaee, R. B. Kline, and H. K. Padda: Usability measurement and metrics: A consolidated model, Software Quality Control, Vol. 14, No. 2, 2006, pp. 159–178.
  5. A. S. Lather, S. Kumar, Y. Singh, "suitability assessment of software developers: a fuzzy approach", ACM SIGSOFT, SEN, Vol. 25 No. 3 2000 pp. 30-31
  6. B. Schneiderman, Designing the User Interface: Strategies for Effective Human Computer Interaction (2nd ed. ), 1992, Reading, Addison-Wesley, MA.
  7. B. Shackel, Usability—Context, framework, definition, design and evaluation, in B. Shackel and S. Richardson (Eds. ), Human Factors for Informatics Usability, Cambridge, MA: University Press, 1991, pp. 21–38.
  8. D. Gupta, H. K. Mittal, and V. Goyal, and "Comparative Study of Soft Computing Techniques for Software Quality Model," International Journal of Software Engineering Research & Practices, Vol. 1, No. 1, Jan, 2011, pp. 33-37.
  9. E. Chang, and T. S. Dillon, "A Usability-Evaluation Metric Based on a Soft-Computing Approach", IEEE transaction on Systems, man, and Cybernetics—Part A Systems and Humans, Vol. 36, No. 2, March 2006.
  10. H. Thimbleby, "Formulating usability," SIGCHI Bull. , Vol. 26, No. 2, Apr. 1994, pp. 59–64.
  11. International Standard. ISO/IEC 9126-1. Institute of Electrical and Electronics Engineers, Part 1,2,3: Quality model, 2001.
  12. IEEE Std. 1061, IEEE standard for a software quality metrics methodology, New York, IEEE Computer Society Press, 1992.
  13. ISO 9126, "Information Technology-Software Product Evaluation-Quality Characteristics and Guidelines for their Use", Geneva, 1991.
  14. ISO 9241-11, "Ergonomic requirements for office work with visual display terminals (VDTs) Part 11: Guidance on usability", 1998.
  15. J. Levy, and J. Nielsen, "Measuring usability preference vs. performance," Commun. ACM, Vol. 37, No. 4, Apr. 1994, pp. 66–75.
  16. J. Nielsen, Usability Engineering, Academic Press, 1993.
  17. J. Ryder, Fuzzy Modeling of Software Effort Prediction. In: Proceeding of IEEE Information Technology Conference, Syracuse, New York, 1998, pp. 53-56.
  18. L. A. Zadeh, Fuzzy Logic, Neural Networks, and Soft Computing. Communication of ACM. 37(3), 1994, pp. 77-84.
  19. L. A. Zadeh, "Fuzzy sets, Information and Control", Vol. 8, 1965, pp. 338-353.
  20. L. A. Zadeh, From Computing with numbers to computing with words-from manipulation of measurements to manipulation of perceptions. International Journal of Applied Mathematics and Computer Science 12(3), 2002, pp. 307-324.
  21. L. Liang, X. Deng , and Y. Wang , "Usability Measurement Using a Fuzzy Simulation Approach", International Conference on Computer Modeling and Simulation, DOI 10. 1109/ICCMS, 2009, pp. 76
  22. L. Lin, and H. M. Lee, "A Fuzzy Software Quality Assessment Model to Evaluate User Satisfaction," Proceedings of the Second International Conference on Innovative Computing, Information and Control, Washington DC, USA, September, 2007, pp. 438-442.
  23. M. O. Sailu, M. Ahmed, and J. AlGhamdi, Towards Adaptive Soft Computing Based Software Effort Prediction. In: Fuzzy Information, Processing NAFIPS, 2004, pp. 16-21.
  24. M. Porteous, J. Kirakowsky, and M. Corbett, SUMI user handbook, Human Factors Research Group, University College Cork, 1993.
  25. N. Bevan, and M. Macleod, "Usability measurement in context," Behav. Inf. Technol. , vol. 13, No. 1/2, 1994, pp. 132–145.
  26. N. Bevan, J. Kirakowaski, and J. Maisal, (1991): Proceeding of 4th International Conference on HCI, Stuttgart.
  27. P. Musilek, W. Pedryez, G. Succi, and M. Reformat, Software Cost Estimation with Fuzzy Models. ACM SIGAPP Applied Computing Review 8, 2000, pp. 24-29.
  28. R. Agarwal, P. De, A. P. Sinha, and M. Tanniru, "On the Usability of Object Oriented Representations," Communications of the ACM, Vol. 43, No. 10, October 2000.
  29. R. Molich, and J. Nielsen, "Heuristic evaluation of user interfaces," in Proc. ACM Human Factors Computing Systems (CHI), New York, 1990, pp. 249–256.
  30. S. G. MacDonell, A. R. Gray, and J. M. Calvert, "Fuzzy Logic for Software Metric Practitioners and Researchers". In: The Proceedings of the 6th International Conference on Neural Information Processing ICONIP, Perth, 1999, pp. 308-313.
  31. S. K. Dubey, and A. Rana, "Analytical Roadmap to Usability Definitions and Decompositions", International Journal of Engineering Science and Technology, Vol. 2(9), 2010, pp. 4723-4729
  32. T. M. Khoshgoftaar, and E. Allen, "Prediction of Software Faults Using Fuzzy Nonlinear Regression Modeling", Boca Raton, Florida, 2000.
  33. W. Changqing, W. Xugang, Ma Cuixia, D. Changzhi, and D. Guozhong, "Probabilistic regular grammars for the evaluation of Human-Computer interface usability", Journal of Computer Aided Design & Computer Graphics, vol. 17(12), 2005, pp. 2709-2715.
  34. X. Ferre, "Incorporating usability into an Object Oriented Development Process", pp 1-7. Accessed: September, 2011. Http://is. ls. fi. upm. es/Xavier/papers/usability_oo_process. pdf
Index Terms

Computer Science
Information Sciences

Keywords

Usability Software System Model Soft Computing