Knowledge Management is a field of increasing popularity, within both the academic arena and the business community. However, although there is an abundance of advice on how to develop and manipulate knowledge-based systems (particularly through the medium of web sites), there is still confusion within the Knowledge Management community of what actually constitutes knowledge (this often manifes...

Domain-oriented knowledge-acquisition tools provide e cient support for the design of knowledge-based systems. However, the cost of developing such tools is high, especially when their restricted scope is taken into account. Developers can use metalevel tools to generate domain-oriented knowledge-acquisition tools that are custom tailored for a small group of experts, with considerably less eff...

This paper examines experience and knowledge, experience management and knowledge management, and their interrelationships. It also proposes process perspectives for both experience management and knowledge management, which integrate experience processing and corresponding management, knowledge processing and corresponding management respectively. The proposed approach will facilitate research...

..........................................................................................................I ABOUT THE AUTHOR ........................................................................................II TABLE OF CONTENTS ......................................................................................III LIST OF FIGURES ............................................................

Real-world applications often require the joint use of datadriven and knowledge-based models. While data-driven models are learned from available process data, knowledge-based models are able to provide additional information not contained in the data. In this contribution, we propose a method to divide the input space on the basis of the validity ranges of the knowledge-based models. By doing ...

Knowledge Acquisition (KA) Scripts capture typical modification sequences that users follow when they modify knowledge bases. KA tools can use these Scripts to guide users in making these modifications, ensuring that they follow all the ramifications of the change until it is completed. This paper describes our approach to design, develop, and organize a library of KA Scripts. We report the res...

A low complexity dynamic subcarrier and power allocation methodology for downlink communication in an OFDM-based multiuser environment is developed. The problem of maximizing overall capacity with constraints on total power consumption, bit error rate and data rate proportionality among users requiring different QOS specifications is formulated. Assuming perfect knowledge of the instantaneo...

We will neglect so called quasi-problems of knowledge management, such as: group knowledge, organizational memory or organizational learning. The thing that is not a quasi-problem, but is not considered at all is the question: How much influence does the group/organization have on expert/decision makers learning? This question could be also examined using knowledge-based system, similarly as Ko...

Summarization, like other natural language processing tasks, is tackled with a range of different techniques particularly machine learning approaches, where human intuition goes into attribute selection and the choice and tuning of the learning algorithm. Such techniques tend to apply differently in different contexts, so in this paper we describe a hybrid approach in which a number of differen...