Project Portfolio Management Information Systems (PPMIS) Information Entropy Based Approch to Prioritize PPMIS

被引:0
作者
El Hannach, Driss [1 ]
Marghoubi, Rabia [1 ]
Dahchour, Mohamed [1 ]
机构
[1] Natl Inst Posts & Telecommun, CEDOC 2TI STRS Lab ISL TEAM, Rabat, Morocco
来源
2016 4TH IEEE INTERNATIONAL COLLOQUIUM ON INFORMATION SCIENCE AND TECHNOLOGY (CIST) | 2016年
关键词
Project portfolio management information system (PPMIS) prioritization; information entropy; project evaluation; uncertainty; imprecise data; multi-criteria decision problem (MCDP); FRAMEWORK; SELECTION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Project portfolio management information systems (PPMIS) can have a significant impact on the operation and development of a company. Therefore, the selection of one or more PPMIS of all possible is an important and difficult task for decision makers. The variety of functionalities and features offered, and changes in the needs of each organization, make the prioritization of an appropriate PPMIS a complicated multi-criteria decision problem. The complexity of the problem is increased by the multiplicity of actors involved in the prioritization process. These multi stakeholders often cannot accurately assess their preferences judgment of candidate PPMIS. To meet these limitations, this paper presents one of PPMIS prioritization approach that applies an information entropy method. This approach takes into account the imprecision of data and the uncertainty of the judgments of assessor's when evaluating PPMIS for the needs of the organization. The approach is demonstrated through a case study to support the organization to prioritize and select a suitable PPMIS.
引用
收藏
页码:228 / 234
页数:7
相关论文
共 50 条
  • [41] Review and critique of the information systems development project failure literature: An argument for exploring information systems development project distress
    Baghizadeh, Zeinab
    Cecez-Kecmanovic, Dubravka
    Schlagwein, Daniel
    JOURNAL OF INFORMATION TECHNOLOGY, 2020, 35 (02) : 123 - 142
  • [42] Uncertainty Management in Assessment of FMEA Expert Based on Negation Information and Belief Entropy
    Wu, Lei
    Tang, Yongchuan
    Zhang, Liuyuan
    Huang, Yubo
    ENTROPY, 2023, 25 (05)
  • [43] Medical Information Access Control Method Based on Weighted Information Entropy
    Zheng, Lijuan
    Zhang, Linhao
    Cui, Meng
    Chen, Jianyou
    Yang, Shaobo
    Li, Zhaoxuan
    CLOUD COMPUTING AND SECURITY, PT III, 2018, 11065 : 113 - 122
  • [44] Research on the application of association rules based on information entropy in human resource management
    Wang Y.
    Li L.
    International Journal of Web Engineering and Technology, 2023, 18 (03) : 221 - 237
  • [45] Information Fusion Based on Information Entropy in Fuzzy Multi-source Incomplete Information System
    Weihua Xu
    Mengmeng Li
    Xizhao Wang
    International Journal of Fuzzy Systems, 2017, 19 : 1200 - 1216
  • [46] An entropy-based evaluation method for knowledge bases of medical information systems
    Hempelmann, Christian F.
    Sakoglu, Unal
    Gurupur, Varadraj P.
    Jampana, Seetaramaraju
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 46 : 262 - 273
  • [47] Information entropy based attribute reduction for incomplete heterogeneous data
    Wang, Pei
    Qu, Liangdong
    Zhang, Qinli
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (01) : 219 - 236
  • [48] Interaction-based complexity measure of manufacturing systems using information entropy
    Cho, S.
    Alamoudi, R.
    Asfour, S.
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2009, 22 (10) : 909 - 922
  • [49] Electroencephalography Emotion Recognition Based on Rhythm Information Entropy Extraction
    Liu, Zhen-Tao
    Xu, Xin
    She, Jinhua
    Yang, Zhaohui
    Chen, Dan
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2024, 28 (05) : 1095 - 1106
  • [50] Entropy measures and granularity measures for set-valued information systems
    Dai, Jianhua
    Tian, Haowei
    INFORMATION SCIENCES, 2013, 240 : 72 - 82