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2017 | OriginalPaper | Buchkapitel

A Pay as You Use Resource Security Provision Approach Based on Data Graph, Information Graph and Knowledge Graph

verfasst von : Lixu Shao, Yucong Duan, Lizhen Cui, Quan Zou, Xiaobing Sun

Erschienen in: Intelligent Data Engineering and Automated Learning – IDEAL 2017

Verlag: Springer International Publishing

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Abstract

With the development of data mining technology, lack of private resource protection has become a serious challenge. We propose to clarify the expression of Knowledge Graph in three layers including Data Graph, Information Graph and Knowledge Graph and illustrate the representation of Data Graph, Information Graph and Knowledge Graph respectively. We elaborate a pay as you use resource security provision approach based on Data Graph, Information Graph and Knowledge Graph in order to ensure that resources will not be used, tampered with, lost and destroyed in unauthorized situations.

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Literatur
1.
Zurück zum Zitat Bayardo, R.J., Agrawal, R.: Data privacy through optimal k-anonymization. In: ICDE 2005 Proceedings, pp. 217–228 (2005) Bayardo, R.J., Agrawal, R.: Data privacy through optimal k-anonymization. In: ICDE 2005 Proceedings, pp. 217–228 (2005)
2.
Zurück zum Zitat Duan, Y., Fu, G., Zhou, N., Sun, X., Narendra, N.C., Hu, B.: Everything as a service (xaas) on the cloud: Origins, current and future trends. In: IEEE International Conference on Cloud Computing, pp. 621–628 (2015) Duan, Y., Fu, G., Zhou, N., Sun, X., Narendra, N.C., Hu, B.: Everything as a service (xaas) on the cloud: Origins, current and future trends. In: IEEE International Conference on Cloud Computing, pp. 621–628 (2015)
3.
Zurück zum Zitat Duan, Y., Shao, L., Hu, G., Zhou, Z., Zou, Q., Lin, Z.: Specifying architecture of knowledge graph with data graph, information graph, knowledge graph and wisdom graph. In: IEEE International Conference on SERA, pp. 327–332 (2017) Duan, Y., Shao, L., Hu, G., Zhou, Z., Zou, Q., Lin, Z.: Specifying architecture of knowledge graph with data graph, information graph, knowledge graph and wisdom graph. In: IEEE International Conference on SERA, pp. 327–332 (2017)
4.
Zurück zum Zitat Rizvi, S.J., Haritsa, J.R.: Maintaining data privacy in association rule mining. In: Proceedings of the 28th VLDB Conference, pp. 682–693 (2002) Rizvi, S.J., Haritsa, J.R.: Maintaining data privacy in association rule mining. In: Proceedings of the 28th VLDB Conference, pp. 682–693 (2002)
5.
Zurück zum Zitat Shao, L., Duan, Y., Sun, X., Gao, H.: Answering who/when, what, how, why through constructing data graph, information graph, knowledge graph and wisdom graph. In: Proceedings of the International Conference on SEKE, pp. 1–7 (2017) Shao, L., Duan, Y., Sun, X., Gao, H.: Answering who/when, what, how, why through constructing data graph, information graph, knowledge graph and wisdom graph. In: Proceedings of the International Conference on SEKE, pp. 1–7 (2017)
6.
Zurück zum Zitat Shao, L., Duan, Y., Sun, X., Zou, Q., Jing, R., Lin, J.: Bidirectional value driven design between economical planning and technical implementation based on data graph, information graph and knowledge graph. In: IEEE International Conference on SERA, pp. 339–344 (2017) Shao, L., Duan, Y., Sun, X., Zou, Q., Jing, R., Lin, J.: Bidirectional value driven design between economical planning and technical implementation based on data graph, information graph and knowledge graph. In: IEEE International Conference on SERA, pp. 339–344 (2017)
7.
Zurück zum Zitat Soria-Comas, J., Domingo-Ferrer, J.: Big data privacy: challenges to privacy principles and models. Data Sci. Eng. 1(1), 21–28 (2016)CrossRef Soria-Comas, J., Domingo-Ferrer, J.: Big data privacy: challenges to privacy principles and models. Data Sci. Eng. 1(1), 21–28 (2016)CrossRef
8.
Zurück zum Zitat Win, K.T., Susilo, W., Yi, M.: Personal health record systems and their security protection. J. Med. Syst. 30(4), 309–315 (2006)CrossRef Win, K.T., Susilo, W., Yi, M.: Personal health record systems and their security protection. J. Med. Syst. 30(4), 309–315 (2006)CrossRef
Metadaten
Titel
A Pay as You Use Resource Security Provision Approach Based on Data Graph, Information Graph and Knowledge Graph
verfasst von
Lixu Shao
Yucong Duan
Lizhen Cui
Quan Zou
Xiaobing Sun
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-68935-7_48

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