Knowledge Management Assignment Example | Topics and Well Written Essays - 750 words - 3

Knowledge Management - Assignment Example nology may come along with challenges such as handling information overload, verifying and locating online expects, efficient knowledge mining approaches, reliability and security issues, filtering knowledge, and managing conflicts whenever many experts are involved. Traditional expert systems were designed for standalone computers. The challenge in this sense is that, many shells do not support the interoperability and openness needed for deploying expert systems over an extensive network. In addition, the internet was originally visualized as a document sharing infrastructure ad any effort to use it for sharing or distributing expert systems must manage all he difficulties. A number of web-based expert tools are easily accessible, but no formal assessment and comparison of diverse ones has been carried out (Hayes-Roth 13). If I were a management consultant, I would recommend the domain-specific knowledge-based expert systems technology to my clients. This is for the reason that it is a valuable resource through which knowledge is gained after some time of experience with a given problem. Most importantly, the expertise is never lost in an organization, rather transferred to other employees through training. Neural network technology has been demonstrated as a useful tool for modeling compound non linear relationships that have hidden data, offering superior prediction powers than traditional statistical techniques can do. This technology can perform tasks that cannot be performed by a linear program. When one of the key elements of a neural network stops working, it can continue without any inconveniences due to its parallel nature. In fact it learns without necessarily being reprogrammed. Further, it can b implemented in an application without many complications because researchers do not need a superior mathematical background, rather a few experiments and expenses. Finally, it is possible to include new outputs and inputs to the database to obtain a new