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A novel heterogeneous data integration approach for p2p semantic link network

Published: 19 May 2004 Publication History

Abstract

This paper proposes a novel approach to integrate heterogeneous data in P2P networks. The approach includes a tool for building P2P semantic link networks, mechanisms for peer schema mapping, criteria for peer similarity degree measurement, and algorithms for heterogeneous data integration. The approach has three advantages: First, it uses semantic links to describe semantic relationships between peers' data schemas. Second, it deals with the semantic heterogeneity, the structural heterogeneity and the data value inconsistency. Finally, it considers the semantic similarity and structural similarity to forward queries to relevant peers.

References

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K. Aberer, P. Cudre-Mauroux, M. Hauswirth. The chatty Web: emergent semantics through gossiping. WWW 2003, May, 2003, Budapest, Hungary.
[2]
P. Bernstein et al. Data management for peer-to-peer computing: a vision. WebDB 2002, June, 2002, Madison, Wisconsin.
[3]
H. Zhuge. Active e-document framework ADF: model and tool. Information and Management 41 (2003), 87--97.
[4]
H. Zhuge. Clustering soft-devices in Semantic Grid. IEEE Computing in Science and Engineering 4 (2002), 60--63.
[5]
H. Zhuge, J. Liu and L. Ding. Service integration based on componential process construction and service grid. WWW 2003, May, 2003, Budapest, Hungary. Available at http://www2003.org/cdrom/papers/poster/p137/p137-zhuge/p137-zhuge.htm.

Cited By

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  • (2018)The Implementation of a Personalized Reading System2018 14th International Conference on Semantics, Knowledge and Grids (SKG)10.1109/SKG.2018.00048(235-240)Online publication date: Sep-2018
  • (2012)Towards better cross-cloud data integrationProceedings of the 2012 international conference on Web Information Systems and Mining10.1007/978-3-642-33469-6_51(393-401)Online publication date: 26-Oct-2012

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  1. A novel heterogeneous data integration approach for p2p semantic link network

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        cover image ACM Conferences
        WWW Alt. '04: Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
        May 2004
        532 pages
        ISBN:1581139128
        DOI:10.1145/1013367
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 19 May 2004

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        Author Tags

        1. P2P computing
        2. data integration
        3. semantic link
        4. semantic web

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        Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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        • (2018)The Implementation of a Personalized Reading System2018 14th International Conference on Semantics, Knowledge and Grids (SKG)10.1109/SKG.2018.00048(235-240)Online publication date: Sep-2018
        • (2012)Towards better cross-cloud data integrationProceedings of the 2012 international conference on Web Information Systems and Mining10.1007/978-3-642-33469-6_51(393-401)Online publication date: 26-Oct-2012

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