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A Practical Information Technology Program, Bijan Mashaw
A Practical Information Technology Program, Bijan Mashaw
Journal of International Technology and Information Management
This paper discusses the challenges facing business in the 21 st century and the dramatic changes in the use of computers and application development process. These challenges, as well as the increase of global economy, coupled with the demand for the business technology workers indicate the need for redesigning the Information System Curriculum. The proposed framework for an Information Technology (IT) Program in this paper offers a pragmatic curriculum model to accommodate the needs and challenges of the 21st century. The framework provides a fundamental IT education for the graduates of such a curriculum, as well as allowing an area …
Inference-Guiding On Bayesian Knowledge-Based Systems, Jinchang Wang
Inference-Guiding On Bayesian Knowledge-Based Systems, Jinchang Wang
Journal of International Technology and Information Management
Bayesian network is a robust structure for representing knowledge containing uncertainties in a knowledge-based system. In applications of expert systems and knowledge-based systems, it often happens that initial data are not sufficient to derive a conclusion of high enough certainty. Inference-guiding is in that case to identify the missing information, pursue its value, and lead inference to a conclusion. This paper presents and characterizes a criterion for effectively selecting key missing information, and thereby develops a “smart” inference approach with the inference-guiding function based on the newly developed criterion for uncertain inference in a Bayesian knowledge-based system.