APPLICATION OF RECOMMENDER ENGINE IN ACADEMIC DEGREE AND POSTGRADUATE EDUCATION KNOWLEDGE MANAGEMENT SYSTEM

Xuan Wang, HongChun Shu

Abstract

Now, Knowledge Management System (KMS) has been used in some universities, although, it does help to improve knowledge sharing and innovation capacity, another problem appeared: a large amount of data is submitted to KMS everyday, it is difficult to find proper content only by searching engine. Because we are not adept at accurately defining our needs with appropriate keywords and searching engine is hard to satisfy the individuality demand. However, Recommender Engine has emerged as a promising alternative to searching information due to its ability of recommend content to users based on the source of user’s information, behavior and collection intelligence. This paper gives an overview of the concept of recommender engine, then introduce an architecture for building recommender engine in academic degree and postgraduate education KMS. Base on the project research, this paper proposes a new knowledge discovery architecture, which combines recommender engine with Searching Engine. The issues and solutions of Recommender Engine have been discussed in this paper and some recommender techniques also been proposed to show how a Recommend Engine work in academic degree and postgraduate education KMS.

References

  1. Thomas Hess, Recommender Engines Seminar Paper, 2009: Introducing Apache Mahout Grant Ingersoll.
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Paper Citation


in Harvard Style

Wang X. and Shu H. (2011). APPLICATION OF RECOMMENDER ENGINE IN ACADEMIC DEGREE AND POSTGRADUATE EDUCATION KNOWLEDGE MANAGEMENT SYSTEM . In Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: KMKSSC, (ICEIS 2011) ISBN 978-989-8425-54-6, pages 455-458. DOI: 10.5220/0003617004550458


in Bibtex Style

@conference{kmkssc11,
author={Xuan Wang and HongChun Shu},
title={APPLICATION OF RECOMMENDER ENGINE IN ACADEMIC DEGREE AND POSTGRADUATE EDUCATION KNOWLEDGE MANAGEMENT SYSTEM},
booktitle={Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: KMKSSC, (ICEIS 2011)},
year={2011},
pages={455-458},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003617004550458},
isbn={978-989-8425-54-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 13th International Conference on Enterprise Information Systems - Volume 2: KMKSSC, (ICEIS 2011)
TI - APPLICATION OF RECOMMENDER ENGINE IN ACADEMIC DEGREE AND POSTGRADUATE EDUCATION KNOWLEDGE MANAGEMENT SYSTEM
SN - 978-989-8425-54-6
AU - Wang X.
AU - Shu H.
PY - 2011
SP - 455
EP - 458
DO - 10.5220/0003617004550458