Volume 9 Number 10 (Oct. 2014)
Home > Archive > 2014 > Volume 9 Number 10 (Oct. 2014) >
JSW 2014 Vol.9(10): 2607-2613 ISSN: 1796-217X
doi: 10.4304/jsw.9.10.2607-2613

Design and Implementation of Privacy-preserving Recommendation System Based on MASK

Yonghong Xie1, 2, Aziguli Wulamu1, 2, Xiaojing Hu1, 2, Xiaojie Zhu1

1School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China
2Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China

Abstract—In view of the issue of internal data in the construction of recommendation system may be leaked by external person. A privacy-preserving recommendation system based on MASK is designed to address it. The system consists of two parts: privacy-preserving subsystem and recommendation subsystem. First, disrupt original data to form new privacy-preserving data according to a certain probability. Second, conduct data mining with the new privacy-preserving data in recommendation subsystem. Third, its mining results will be used to help to make recommendation for users. Experimental results show that it can protect the original data without decreasing the accuracy of recommendation system.

Index Terms—privacy-preserving data mining, recommendation system, MASK


Cite: Yonghong Xie, Aziguli Wulamu, Xiaojing Hu, Xiaojie Zhu, "Design and Implementation of Privacy-preserving Recommendation System Based on MASK," Journal of Software vol. 9, no. 10, pp. 2607-2613, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency:  Quarterly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsweditorialoffice@gmail.com
  • Mar 01, 2024 News!

    Vol 19, No 1 has been published with online version    [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Apr 01, 2024 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Apr 01, 2024 News!

    Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP   [Click]

  • Nov 02, 2023 News!

    Vol 18, No 4 has been published with online version   [Click]