Collaborative Case-Based Reasoning: Applications in Personalised Route Planning

Abstract. Distributed case-based reasoning architectures have the potential to improve the overall performance of case-based reasoning systems. In this paper we describe a collaborative case-based reasoning architecture, which allows problem solving experiences to be shared among multiple agents. We demonstrate how this technique can be used successfully to solve an important challenge in the area of personalised route planning; the problem of how to generate route plans that conform to a user’s implicit travel preferences in an unfamiliar map territory.

• Type: Conference
• Year: 2001
• Where: ICCBR
• Authors: Lorraine McGinty, Barry Smyth
• Keywords: Automated Reasoning, Case-based Reasoning, Case-based Reasoning Architecture, Case-based Reasoning Systems, ICCBR 2001