Developing maintainable CBR Systems: Applying SIAM to empolis orenge
نویسنده
چکیده
Developing industrial Case–Based Reasoning (CBR) applications has become much easier since the advent of the INRECA methodology [BBG99] which employs software process modelling techniques [VR95] to describe CBR system development tasks and uses the experience factory approach [BCR94] to store experience gained in the realization of CBR projects. empolis (and its former INRECA project partner kaidara1) developed many applications using the INRECA methodology. Running for several years now, those applications make structured maintenance processes like the SIAM methodology and the maintenance manual MAMA [RBR01] a necessity.
منابع مشابه
Empolis orenge - an Open Platform for Knowledge Management Applications
empolis orenge 4.0, a component-based environment for knowledge management applications by empolis Knowledge Management, is a flexible and scalable Case-Based Reasoning shell for industrial applications, that also contains many components that provide functionality beyond the basic CBR paradigm. Further it can be extended easily by application-specific components, which makes it an ideal starti...
متن کاملPanel on Knowledge Maintenance Does Meta-Knowledge Complicates KM? The CBR Perspective
At this panel I wish to expand on my own preferred method of knowledge maintenance: Case-based construction of maintainable knowledge systems1. Knowledge maintenance is definitely a big challenge. Currently it is still associated with high effort and cost for many (most?) applications. Since knowledge management and organizational/corporate memories are more and more used in practice, any progr...
متن کاملThe Use of Case - Based Reasoning ( Cbr ) for Knowledge Enablement of a Collaborative Project Environment
Parametric, or model-based CBR is being used in IBM projects for knowledge management. This paper provides an overview of the use of CBR in an internal project called TEPM Technology Enabled Project Model. TEPM uses CBR in a collaborative web-based environment to provide reuse support for practitioners doing project work. The paper outlines the knowledge model of an "Asset Advisor" for managing...
متن کاملNew Algorithms for Knowledge Automation of CBR Retrieval and Adaptation
Recently, Case-Based Reasoning (CBR) has proved its success as reasoning and learning approach. However, there are some knowledge engineering complexity appears in developing the CBR systems. This paper introduces a new CBR system that helps to reduce the knowledge acquisition effort required for building typical CBR systems. The proposed system incorporates the learning techniques into the CBR...
متن کاملMaintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance
Maintenance of Case-Based Reasoning (CBR) systems became an important area since applications of CBR technologies were established in different real-world domains. Maintenance issues cover all aspects that help to keep a running CBR system in a usable state of high quality. Concepts and techniques that were developed for maintenance of CBR systems range from methodologies and frameworks that pa...
متن کامل