The Personalization Technique for Social Recommender Systems using Machine Learning

Huan Du; Haiyan Chen

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

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

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

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

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

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

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

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

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

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 *Please fill out at least one Field.

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 *Please fill out at least one Field.

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

The Personalization Technique for Social Recommender Systems using Machine Learning

In Proceedings of the Information Science and Management Engineering III ISME - Volume 1, 138-141, 2015 , Sanya, China

Authors: Huan Du ¹ and Haiyan Chen ²

Affiliations: ¹ The Third Research Institute of the Ministry of Public Security, China ; ² East China University of Political Science, China

Keyword(s): Personalization Technique, Social Recommender System, Machine Learning.

Abstract: Recent years have seen the explosive growth of information in the form of web services. Recommender systems suggest items of interest to users based on users’ explicit and implicit feedback and also based on the preferences and interests of other similar users/items. As a small step towards extending the footprint of the applications of big data, this paper tries to depict the machine learning techniques to perform Social network analytics that may provide a 360 degree insight into the social network data. The term machine learning aptly denotes that, the system is made to learn by providing necessary inputs and carefully examining the obtained outputs. The applications of machine learning are as diverse as the applications of big data. Adaptive websites, Bio informatics, Computational advertising, Information retrieval, credit card fraud detection, medical diagnosis, Natural language processing, stock market analysis are some areas where machine learning has found its use.

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 13.59.236.219

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:

Du, H. and Chen, H. (2015). The Personalization Technique for Social Recommender Systems using Machine Learning. In Proceedings of the Information Science and Management Engineering III - ISME; ISBN 978-989-758-163-2, SciTePress, pages 138-141. DOI: 10.5220/0006020601380141

@conference{isme15,
author={Huan Du. and Haiyan Chen.},
title={The Personalization Technique for Social Recommender Systems using Machine Learning},
booktitle={Proceedings of the Information Science and Management Engineering III - ISME},
year={2015},
pages={138-141},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006020601380141},
isbn={978-989-758-163-2},
}

TY - CONF

JO - Proceedings of the Information Science and Management Engineering III - ISME
TI - The Personalization Technique for Social Recommender Systems using Machine Learning
SN - 978-989-758-163-2
AU - Du, H.
AU - Chen, H.
PY - 2015
SP - 138
EP - 141
DO - 10.5220/0006020601380141
PB - SciTePress