MEBRS: A Multiagent Architecture for an Experience Based Reasoning System

نویسندگان

  • Zhaohao Sun
  • Gavin R. Finnie
چکیده

This paper reviews eight different inference rules for experience-based reasoning (EBR), and proposes a multiagent architecture for an EBR system, which constitutes an important basis for developing any multiagent EBR systems (EBRS). The proposed architecture consists of a global experience base (GEB), and a multi-inference engine (MIE), which is the mechanism for implementing eight reasoning paradigms based on eight inference rules for EBR. The proposed approach will facilitate research and development of experience management, knowledge-based systems, and recognition of fraud and deception in e-commerce.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Explanation of effectiveness of student's lived experience in the architectural training process

Abstract: Architecture as a built environment has an important role in the quality of experience. Architecture experience is one of the educational strategies for knowing architecture. In some educational approaches, experience means observation, while based on the embodied cognition, environment experience is more than an observation. According to this approach, lived experience is deepest tha...

متن کامل

The Creation of New Problem Solving Agents from Experience with Visual Features

A significant source of power in a cognitive system is the ability to represent task-based experience appropriately. As people acquire skill in a cognitive task, they rely in part on spatially-oriented reasoning. This paper describes a multiagent decision-making architecture that addresses a domain of related problem classes. The architecture has a general capacity to perform tasks in the domai...

متن کامل

The Creation of New Problem Solving Agents from Experience with Visual Features

A significant source of power in a cognitive system is the ability to represent task-based experience appropriately. As people acquire skill in a cognitive task, they rely in part on spatially-oriented reasoning. This paper describes a multiagent decision-making architecture that addresses a domain of related problem classes. The architecture has a general capacity to perform tasks in the domai...

متن کامل

Achieving Multiagent Organisation by Organising Agent Experience

There are two contrary types of approaches to multiagent design and modelling, each having its specific shortcomings: first, top-down (normative) approaches that emphasise social level control; and second, bottom-up (constructivist) approaches that emphasise agent autonomy. This paper introduces a “middle way” between these two types. A novel social reasoning architecture called INFFRA is descr...

متن کامل

Computational interaction frames

This thesis introduces interaction frames as a novel approach for social reasoning and interaction management in multiagent systems. Interaction frames are a sociologically inspired concept that can be used to represent categories of interaction patterns. Agents operating and interacting in multiagent systems can employ these frames to record their interaction experience and to make strategic c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005