English  |  正體中文  |  简体中文  |  Post-Print筆數 : 11 |  Items with full text/Total items : 88987/118697 (75%)
Visitors : 23575451      Online Users : 205
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version
    政大機構典藏 > 理學院 > 資訊科學系 > 會議論文 >  Item 140.119/84110
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/84110

    Title: Privacy-Preserving WebID Analytics on the Decentralized Policy-Aware Social Web
    Authors: Hu, Yuh-Jong
    Contributors: 資科系
    Keywords: Decentralized Social Web, privacy-aware Social Web, Personally Identifiable Information (PII), WebID, semanticsenabled policy, big data analytics, Statistical Disclosure Control (SDC)
    Date: 2014-08
    Issue Date: 2016-04-11 16:03:49 (UTC+8)
    Abstract: We address the research challenges of privacypreserving WebID analytics on the decentralized Social Web. We first argue why we should use open and decentralized control but not closed and centralized control of personal data management. Then, we present a policy-aware architecture, where a data owner hand-picks a trusted data controller to mask his/her personally identifiable information (PII) and other sensitive social relationships of the WebID so only anonymous RDF(S) linked datasets are available for analytics. Moreover, we advocate using a R and Hadoop integration paradigm, called RHadoop, for effective hybrid WebID analytics of large-scale social network linked datasets. Finally, we propose various types of semanticsenabled policies to call for the RHadoop hybrid WebID analytics and further balance data utility and protection on the privacyaware Social Web.
    Relation: Special sessions on Big Data Analytics, 2014 IEEE Web Intelligence Conference, 11-14 August, 2014, Warsaw, Poland
    Data Type: conference
    DOI 連結: http://dx.doi.org/10.1109/WI-IAT.2014.140
    DOI: 10.1109/WI-IAT.2014.140
    Appears in Collections:[資訊科學系] 會議論文

    Files in This Item:

    File Description SizeFormat
    503-510.pdf1422KbAdobe PDF292View/Open

    All items in 政大典藏 are protected by copyright, with all rights reserved.

    社群 sharing

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback