Bibster - A Semantics-Based Bibliographic Peer-to-Peer System

This chapter describes the design, implementation, and evaluation of Bibster, a Peer-to-Peer system for exchanging bibliographic data among researchers. Bibster exploits ontologies in data-storage, query formulation, query-routing and answer presentation: When bibliographic entries are made available for use in Bibster, they are structured and classified according to two different ontologies. This ontological structure is then exploited to help users formulate their queries. Subsequently, the ontologies are used to improve query routing across the Peer-to-Peer network. Finally, the ontologies are used to post-process the returned answers in order to do duplicate detection. The chapter describes each of these ontology-based aspects of Bibster.

[1]  Christiane Fellbaum,et al.  Book Reviews: WordNet: An Electronic Lexical Database , 1999, CL.

[2]  Steffen Staab,et al.  Ontology Learning for the Semantic Web , 2002, IEEE Intell. Syst..

[3]  Marti A. Hearst Automatic Acquisition of Hyponyms from Large Text Corpora , 1992, COLING.

[4]  Philip Resnik,et al.  Selectional Preference and Sense Disambiguation , 1997 .

[5]  Steffen Staab,et al.  Bibster - A Semantics-Based Bibliographic Peer-to-Peer System , 2004, International Semantic Web Conference.

[6]  Arjohn Kampman,et al.  SeRQL: An RDF Query and Transformation Language , 2004 .

[7]  Wolfgang Nejdl,et al.  OAI-P2P: a peer-to-peer network for open archives , 2002, Proceedings. International Conference on Parallel Processing Workshop.

[8]  Tore Risch,et al.  EDUTELLA: a P2P networking infrastructure based on RDF , 2002, WWW.

[9]  Dan Suciu,et al.  The Piazza peer data management project , 2003, SGMD.

[10]  Steffen Staab,et al.  Comparing ontologies - similarity measures and a comparison study , 2001 .

[11]  Nicola Guarino,et al.  Formal Ontology and Information Systems , 1998 .

[12]  David McLean,et al.  An Approach for Measuring Semantic Similarity between Words Using Multiple Information Sources , 2003, IEEE Trans. Knowl. Data Eng..

[13]  Silvana Castano,et al.  Ontology-Addressable Contents in P2P Networks , 2003 .

[14]  Zhichen Xu,et al.  pSearch: information retrieval in structured overlays , 2003, CCRV.

[15]  Udo Hahn,et al.  Towards Text Knowledge Engineering , 1998, AAAI/IAAI.

[16]  Steffen Staab,et al.  A Metadata Model for Semantics-Based Peer-to-Peer Systems , 2003 .

[17]  Steffen Staab,et al.  The Karlsruhe view on ontologies , 2003 .

[18]  A. Oram Peer-to-Peer , 2001 .

[19]  Serge Abiteboul,et al.  Querying Semi-Structured Data , 1997, Encyclopedia of Database Systems.

[20]  Wolfgang Nejdl,et al.  Efficient data store discovery in a scientific P 2 P network , 2003 .

[21]  David R. Karger,et al.  Chord: A scalable peer-to-peer lookup service for internet applications , 2001, SIGCOMM '01.

[22]  G. Bisson Why and how to de ne a similarity mea-sure for object based representation systems , 1995 .

[23]  Ronald Wertlen DFN science-to-science: Peer-to-peer scientific research , 2003 .

[24]  Frank van Harmelen,et al.  Peer Selection in Peer-to-Peer Networks with Semantic Topologies , 2004, ICSNW.

[25]  Wolf-Tilo Balke,et al.  Progressive distributed top-k retrieval in peer-to-peer networks , 2005, 21st International Conference on Data Engineering (ICDE'05).

[26]  Henry Lieberman,et al.  Sesame: An Architecture for Storing and Querying RDF Data and Schema Information , 2005 .

[27]  Johanna Völker,et al.  A Framework for Ontology Learning and Data-driven Change Discovery , 2005 .

[28]  Karl Aberer,et al.  P-Grid: a self-organizing structured P2P system , 2003, SGMD.

[29]  Roy Rada,et al.  Development and application of a metric on semantic nets , 1989, IEEE Trans. Syst. Man Cybern..

[30]  Steffen Staab,et al.  Towards Evaluation of Peer-to-Peer-Based Distributed Knowledge Management Systems , 2003, AMKM.

[31]  Steffen Staab,et al.  Remindin': semantic query routing in peer-to-peer networks based on social metaphors , 2004, WWW '04.

[32]  Frank van Harmelen,et al.  Sesame: A Generic Architecture for Storing and Querying RDF and RDF Schema , 2002, SEMWEB.

[33]  Steffen Staab,et al.  Towards the self-annotating web , 2004, WWW '04.

[34]  Steffen Staab,et al.  Automatic Acquisition of Taxonomies from Text: FCA meets NLP , 2003 .

[35]  Wolfgang Nejdl,et al.  Super-peer-based routing and clustering strategies for RDF-based peer-to-peer networks , 2003, WWW '03.

[36]  Peter Druschel,et al.  Pastry: Scalable, distributed object location and routing for large-scale peer-to- , 2001 .

[37]  Rudi Studer,et al.  An Approach for Step-By-Step Query Refinement in the Ontology-Based Information Retrieval , 2004, IEEE/WIC/ACM International Conference on Web Intelligence (WI'04).

[38]  Karl Aberer,et al.  An Architecture for Peer-to-Peer Information Retrieval , 2004, Workshop on Peer-to-Peer Information Retrieval.

[39]  Steffen Staab,et al.  CREAM: creating relational metadata with a component-based, ontology-driven annotation framework , 2001, K-CAP '01.

[40]  Vladimir I. Levenshtein,et al.  Binary codes capable of correcting deletions, insertions, and reversals , 1965 .