The objective of this paper is to present a decision support system for software project management based on dynamic and self-adjusting fuzzy models that can be used in the manufacturing of knowledge-based Information Technology (IT) products. Specifically, the proposed approach is founded on a knowledge-based methodology and theories of dynamic systems and fuzzy sets. A preliminary design of our fuzzy model takes advantage of the experience from managing two IT projects. Relevant experimental data resulting from these projects are utilized for adjusting the membership functions of the fuzzy model applied in the knowledge-based decision-support system. Similar knowledge from a third IT project is applied to verify the compatibility of the system.
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