loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Author: Shi Xiaowei

Affiliation: Philips (China) Investment Co., Ltd. Shanghai R&D Centre, China

Keyword(s): Recommendation, User profile, Fuzzy-logic, Multi-agent, Metadata.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Computational Intelligence ; Enterprise Information Systems ; Fuzzy Control ; Fuzzy Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Knowledge-Based Systems Applications ; Soft Computing

Abstract: An intelligent recommendation system for a plurality of users based on fuzzy logic is presented. The architecture of a multi-agent recommendation system is described. How the system simulates human intelligence to provide recommendation to users is explained. The recommendation system is based on the fuzzy user profile, fuzzy filtering and recommendation agents. The user profile is updated dynamically based on the feedback information. Fuzzy logic is used in fuzzy filtering to integrate different types of features together for a better simulation of human intelligence. Ambiguity problems can be solved successfully in this system, e.g., deducing whether a programme with both interesting features and uninteresting features is worth recommending or not. The application scenario shows that it is more convenient for users to find programmes of their interest with the proposed recommendation system.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 35.175.236.44

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Xiaowei, S. (2004). AN INTELLIGENT RECOMMENDATION SYSTEM BASED ON FUZZY LOGIC. In Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 972-8865-12-0; ISSN 2184-2809, SciTePress, pages 180-184. DOI: 10.5220/0001136301800184

@conference{icinco04,
author={Shi Xiaowei.},
title={AN INTELLIGENT RECOMMENDATION SYSTEM BASED ON FUZZY LOGIC},
booktitle={Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2004},
pages={180-184},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001136301800184},
isbn={972-8865-12-0},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the First International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - AN INTELLIGENT RECOMMENDATION SYSTEM BASED ON FUZZY LOGIC
SN - 972-8865-12-0
IS - 2184-2809
AU - Xiaowei, S.
PY - 2004
SP - 180
EP - 184
DO - 10.5220/0001136301800184
PB - SciTePress