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Authors: Panagiotis Antonellis ; Stavros Kontopoulos ; Christos Makris ; Yannis Plegas and Nikos Tsirakis

Affiliation: University of Patras, Greece

Keyword(s): XML Filtering, Distributed Processing, Peer-to-Peer Networks, Bloom Filters, Semantic Filtering, Word Sense Disambiguation.

Related Ontology Subjects/Areas/Topics: Distributed and Parallel Applications ; Internet Technology ; Web Information Systems and Technologies ; XML and Data Management

Abstract: Information filtering systems constitute a critical component in modern information seeking applications. As the number of users grows and the information available becomes even bigger it is imperative to employ scalable and efficient representation and filtering techniques. Typically the use of XML representation entails the profile representation with the use of the XPath query language and the employment of efficient heuristic techniques for constraining the complexity of the filtering mechanism. However, as the number of XML documents exchanged daily grows rapidly, the need for distributed management is becoming vital. In this paper we introduce the Distributed Bloom Filters and we propose a new distributed XML filtering system for peer-to-peer (P2P) networks. The major advantage of Distributed Bloom Filters, in comparison to the classical structure is their space efficiency and improved performance. The proposed system efficiently filters the incoming XML documents using a virtu al index created on top of the network. In addition, the proposed system supports semantic disambiguation of both the stored user profiles and the XML documents, thus providing better matching results. (More)

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Paper citation in several formats:
Antonellis, P.; Kontopoulos, S.; Makris, C.; Plegas, Y. and Tsirakis, N. (2013). Semantic XML Filtering on Peer-to-Peer Networks using Distributed Bloom Filters. In Proceedings of the 9th International Conference on Web Information Systems and Technologies - WEBIST; ISBN 978-989-8565-54-9; ISSN 2184-3252, SciTePress, pages 133-136. DOI: 10.5220/0004363301330136

@conference{webist13,
author={Panagiotis Antonellis. and Stavros Kontopoulos. and Christos Makris. and Yannis Plegas. and Nikos Tsirakis.},
title={Semantic XML Filtering on Peer-to-Peer Networks using Distributed Bloom Filters},
booktitle={Proceedings of the 9th International Conference on Web Information Systems and Technologies - WEBIST},
year={2013},
pages={133-136},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004363301330136},
isbn={978-989-8565-54-9},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 9th International Conference on Web Information Systems and Technologies - WEBIST
TI - Semantic XML Filtering on Peer-to-Peer Networks using Distributed Bloom Filters
SN - 978-989-8565-54-9
IS - 2184-3252
AU - Antonellis, P.
AU - Kontopoulos, S.
AU - Makris, C.
AU - Plegas, Y.
AU - Tsirakis, N.
PY - 2013
SP - 133
EP - 136
DO - 10.5220/0004363301330136
PB - SciTePress