Explanation-Aware Maintenance of Distributed Case-Based Reasoning Systems
نویسندگان
چکیده
This paper is a thesis proposal and describes the idea of an integrated, explanation-aware maintenance approach for distributed case-based reasoning systems. We describe the related work and the foundations our own research will base on and the derived research goals for the dissertation. We describe in detail the integration of several existing approaches with our ideas to develop a methodology and maintenance strategy for distributed case-based reasoning systems.
منابع مشابه
Maintenance of Distributed Case-Based Reasoning Systems in a Multi-Agent System
In many knowledge-based systems the used knowledge is distributed among several knowledge sources. Knowledge maintenance of such systems has several challenges to be met. This paper gives a short overview of a maintenance approach using so-called Case Factories to maintain knowledge sources and considering the dependencies between these sources. Furthermore we present a concept how our maintena...
متن کاملKnowledge Modelling and Maintenance in myCBR3
One of the main aspects of knowledge management is the task of knowledge maintenance. Building and running knowledge intensive Case-Based Reasoning applications requires fundamental design decisions during the system design phase with regard to the knowledge maintenance within the system as well as accurate knowledge maintenance approaches within the running system. In this paper we will detail...
متن کاملIntegrated Maintenance with Case Factories for Distributed Case-Based Reasoning Systems
Maintenance approaches for Case-Based Reasoning (CBR) systems focus on a single CBR system and mainly on a single knowledge container like the case base, the adaptation knowledge or the similarity. There are a few approaches that deal with shifting knowledge between knowledge containers, especially between the case base and adaptation knowledge. These approaches have been successfully applied t...
متن کاملKI und Erklärungen - Service
• Literatur Pádraig Cunningham and David McSherry, editors. Explanation in Case-Based Reasoning. Workshop Proceedings, 2004. http://www.cs.tcd.ie/research_groups/mlg/ ecbrws2004/ David McSherry, editor. Artificial Intelligence Review, special issue on Explanation in Case-Based Reasoning, 24 (2). Springer Netherlands, 2005. Thomas R. Roth-Berghofer, Stefan Schulz, and Andrea Woody, editors. Proc...
متن کاملExplanation-aware computing of the prognosis for breast cancer supported by IK-DCBRC: Technical innovation
BACKGROUND Active research is being conducted to determine the prognosis for breast cancer. However, the uncertainty is a major obstacle in this domain of medical research. In that context, explanation-aware computing has the potential for providing meaningful interactions between complex medical applications and users, which would ensure a significant reduction of uncertainty and risks. This p...
متن کامل