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

被引:71
|
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
  • [1] GUIDELINES ON THE EVALUATION AND SELECTION OF LIBRARY SOFTWARE PACKAGES
    ROWLEY, JE
    ASLIB PROCEEDINGS, 1990, 42 (09): : 225 - 235
  • [2] A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process
    Daji Ergu
    Yi Peng
    The Journal of Supercomputing, 2014, 67 : 219 - 238
  • [3] A framework for SaaS software packages evaluation and selection with virtual team and BOCR of analytic network process
    Ergu, Daji
    Peng, Yi
    JOURNAL OF SUPERCOMPUTING, 2014, 67 (01): : 219 - 238
  • [4] A CHARACTERISTICS APPROACH TO THE EVALUATION OF ECONOMICS SOFTWARE PACKAGES
    LUMSDEN, K
    SCOTT, A
    JOURNAL OF ECONOMIC EDUCATION, 1988, 19 (04): : 353 - 362
  • [5] A Knowledge-Based System for GIS Software Selection
    Eldrandaly, Khalid
    Naguib, Soad
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2013, 10 (02) : 152 - 159
  • [6] A HYBRID KNOWLEDGE-BASED APPROACH TO STRUCTURED SELECTION
    FRANKEL, R
    JOURNAL OF SYSTEMS AND SOFTWARE, 1990, 13 (01) : 13 - 23
  • [7] An Integrated Rule-Based and Case-Based Reasoning Approach for Selection of the Software Packages
    Jadhav, Anil
    Sonar, Rajendra
    INFORMATION SYSTEMS, TECHNOLOGY AND MANAGEMENT-THIRD INTERNATIONAL CONFERENCE, ICISTM 2009, 2009, 31 : 280 - 291
  • [8] A Fuzzy Based Approach for the Selection of Software Testing Automation Framework
    Sadiq, Mohd
    Firoze, Fahamida
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 3, 2015, 33
  • [9] Knowledge-Based Approach to COTS Software Selection Processes
    Konys, Agnieszka
    SOFT COMPUTING IN COMPUTER AND INFORMATION SCIENCE, 2015, 342 : 191 - 205
  • [10] Software design as framework reuse:: A knowledge-based approach
    Gómez-Albarrán, M
    González-Calero, PA
    Díaz-Agudo, B
    ECAI 1998: 13TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 1998, : 98 - 99