Efficient Search and Approximate Information Filtering in a Distributed Peer-to-Peer Environment of Digital Libraries
Identifieur interne : 000861 ( Main/Exploration ); précédent : 000860; suivant : 000862Efficient Search and Approximate Information Filtering in a Distributed Peer-to-Peer Environment of Digital Libraries
Auteurs : Christian Zimmer [Allemagne] ; Christos Tryfonopoulos [Allemagne] ; Gerhard Weikum [Allemagne]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2007.
English descriptors
- Teeft :
- Algorithm, Approximate functionality, Approximate information, Bingo, Common properties, Continuous queries, Continuous query, Digital, Digital libraries, Digital library, Directory, Directory service, Exact information, Experimental evaluation, Experimental results, Global directory, Hash table, Local indexes, Local search index, Ltering, Ltering system, Maps information, Minerva, Minervalight, Minervalight search system, Model peer behavior, News items, Overlay, Overlay network, Overlay networks, Pagerank scores, Particular term, Peer, Peer document frequency, Peer selection, Peer statistics, Prediction mechanism, Promising peers, Publication service, Publishing behavior, Publishing rate, Query, Randomized subset, Relevant documents, Resource selection, Resource selection algorithms, Result quality, Same directory, Same infrastructure, Search engine, Selection process, System architecture, System properties, Time period, Time series data, Total number, Tryfonopoulos, User, User query, Weikum, Zimmer.
Abstract
Abstract: We present a new architecture for efficient search and approximate information filtering in a distributed Peer-to-Peer (P2P) environment of Digital Libraries. The MinervaLight search system uses P2P techniques over a structured overlay network to distribute and maintain a directory of peer statistics. Based on the same directory, the MAPS information filtering system provides an approximate publish/subscribe functionality by monitoring the most promising digital libraries for publishing appropriate documents regarding a continuous query. In this paper, we discuss our system architecture that combines searching and information filtering abilities. We show the system components of MinervaLight and explain the different facets of an approximate pub/sub system for subscriptions that is high scalable, efficient, and notifies the subscribers about the most interesting publications in the P2P network of digital libraries. We also compare both approaches in terms of common properties and differences to show an overview of search and pub/sub using the same infrastructure.
Url:
DOI: 10.1007/978-3-540-77088-6_32
Affiliations:
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Le document en format XML
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<front><div type="abstract" xml:lang="en">Abstract: We present a new architecture for efficient search and approximate information filtering in a distributed Peer-to-Peer (P2P) environment of Digital Libraries. The MinervaLight search system uses P2P techniques over a structured overlay network to distribute and maintain a directory of peer statistics. Based on the same directory, the MAPS information filtering system provides an approximate publish/subscribe functionality by monitoring the most promising digital libraries for publishing appropriate documents regarding a continuous query. In this paper, we discuss our system architecture that combines searching and information filtering abilities. We show the system components of MinervaLight and explain the different facets of an approximate pub/sub system for subscriptions that is high scalable, efficient, and notifies the subscribers about the most interesting publications in the P2P network of digital libraries. We also compare both approaches in terms of common properties and differences to show an overview of search and pub/sub using the same infrastructure.</div>
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