Framework for evaluation and selection of the software packages: A hybrid knowledge based system approach

被引:72
|
作者
Jadhav, Anil S. [1 ]
Sonar, Rajendra M. [2 ]
机构
[1] Sinhgad Inst Management, Dept Comp, Pune 411041, Maharashtra, India
[2] Indian Inst Technol, Shailesh J Mehta Sch Management, Bombay 400076, Maharashtra, India
关键词
Software evaluation; Software selection; Knowledge based system; SIMULATION SOFTWARE; EXPERT-SYSTEM; CRITERIA; QUALITY;
D O I
10.1016/j.jss.2011.03.034
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Evaluation and selection of the software packages is complicated and time consuming decision making process. Selection of inappropriate software package can turn out to be costly and adversely affects business processes and functioning of the organization. In this paper we describe (i) generic methodology for software selection, (ii) software evaluation criteria, and (iii) hybrid knowledge based system (HKBS) approach to assist decision makers in evaluation and selection of the software packages. The proposed HKBS approach employs an integrated rule based and case based reasoning techniques. Rule based reasoning is used to capture user needs of the software package and formulate a problem case. Case based reasoning is used to retrieve and compare candidate software packages with the user needs of the package. This paper also evaluates and compares HKBS approach with the widely used existing software evaluation techniques such as analytic hierarchy process (AHP) and weighted scoring method (WSM). (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:1394 / 1407
页数:14
相关论文
共 50 条
  • [41] A novel hybrid approach for feature selection in software product lines
    Hitesh Yadav
    Rita Chhikara
    A. Charan Kumari
    Multimedia Tools and Applications, 2021, 80 : 4919 - 4942
  • [42] A novel hybrid approach for feature selection in software product lines
    Yadav, Hitesh
    Chhikara, Rita
    Kumari, A. Charan
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (04) : 4919 - 4942
  • [43] Genetic algorithm based hybrid approach to solve uncertain multi-objective COTS selection problem for modular software system
    Dhodiya, Jayesh M.
    Tailor, Anita Ravi
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 34 (04) : 2103 - 2120
  • [44] A Hybrid FMCDM Approach for the Evaluation and Selection of Homestays
    Chou, Tsung-Yu
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (14)
  • [45] An Artificial Immune Recognition System-based approach to software engineering management: with software metrics selection
    Jin, Xin
    Bie, Rongfang
    Gao, X. Z.
    ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 1, 2006, : 523 - 528
  • [46] Gamification of Knowledge Management System: A Framework to Incentivize Knowledge Sharing for the Software Industry
    Lobin, Siddhish
    Sungkur, Roopesh Kevin
    SOFT COMPUTING FOR SECURITY APPLICATIONS, ICSCS 2022, 2023, 1428 : 41 - 56
  • [47] A Knowledge Based Approach to Guidelines for Software Safety
    Salomons, G.
    Kelly, D.
    MEDICAL PHYSICS, 2015, 42 (06) : 3236 - 3236
  • [48] Co-Simulation of Multiple Software Packages for Model Based Control Development and Full Vehicle System Evaluation
    Sweafford, Trevor
    Yoon, Hwan-Sik
    Wang, Yanying
    Will, Anthony
    SAE INTERNATIONAL JOURNAL OF PASSENGER CARS-MECHANICAL SYSTEMS, 2012, 5 (01): : 702 - 714
  • [49] A knowledge based system for reactor selection
    Jacobs, R
    Jansweijer, WNH
    Iedema, P
    COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 (20) : S165 - S170
  • [50] A Modeling and Analysis Framework for Knowledge System Based on Meta-Network Approach
    Liu, Xiao
    Wang, Jun
    THIRTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2014, 2014, : 196 - 204