A SOFTWARE AGENT FOR CONTENT BASED RECOMMENDATIONS FOR THE WWW

Gulden Uchyigit

Research.Publish.Connect.

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

A SOFTWARE AGENT FOR CONTENT BASED RECOMMENDATIONS FOR THE WWW

Topics: Web Information Agents

In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 5: ICEIS, 178-183, 2008 , Barcelona, Spain

Author: Gulden Uchyigit

Affiliation: University of Brighton, United Kingdom

Keyword(s): Recommender systems, web browsing, user modelling.

Related Ontology Subjects/Areas/Topics: Enterprise Information Systems ; Software Agents and Internet Computing ; Web Information Agents

Abstract: The evolution of the WWW has led to an explosion of information and consequentially a significant increase on usage. This avalanche effect has resulted in such uncertain environment in which we find it difficult to clarify what we want, or to find what we need. In this paper we introduce RecSys which aims to confront the problem by developing a software agent which intelligently learns users interests, and hence makes recommendations of resources on WWW based on the user’s profile. The system employs multiple TFIDF vectors to represent various domains of user’s interests. It continuously and progressively learns users profile from both implicit and explicit feedback. This is achieved by extraction and refinement of featured keywords within the learning examples. Several heuristics were also adapted to improve the overall performance of the system.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 3.145.196.87

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:

Uchyigit, G. (2008). A SOFTWARE AGENT FOR CONTENT BASED RECOMMENDATIONS FOR THE WWW. In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 978-989-8111-39-5; ISSN 2184-4992, SciTePress, pages 178-183. DOI: 10.5220/0001720501780183

@conference{iceis08,
author={Gulden Uchyigit.},
title={A SOFTWARE AGENT FOR CONTENT BASED RECOMMENDATIONS FOR THE WWW},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2008},
pages={178-183},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001720501780183},
isbn={978-989-8111-39-5},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - A SOFTWARE AGENT FOR CONTENT BASED RECOMMENDATIONS FOR THE WWW
SN - 978-989-8111-39-5
IS - 2184-4992
AU - Uchyigit, G.
PY - 2008
SP - 178
EP - 183
DO - 10.5220/0001720501780183
PB - SciTePress