Schema Theory for Semantic Link Network

Semantic link network (SLN) is a loosely coupled semantic data model for managing Web resources. Its nodes can be any types of resources. Its edges can be any semantic relations. Potential semantic links can be derived out according to reasoning rules on semantic relations. This paper proposes the schema theory for SLN including the concepts, rule-constraint normal forms and relevant algorithms. The theory provides the basis for normalized management of SLN and its applications. A case study demonstrates the proposed theory.

[1]  H. Lan,et al.  SWRL : A semantic Web rule language combining OWL and ruleML , 2004 .

[2]  Gerd Wagner,et al.  Design rationale of RuleML - a markup language for the semantic web , 2001 .

[3]  Dan Brickley,et al.  Resource Description Framework (RDF) Model and Syntax Specification , 2002 .

[4]  Charles W. Bachman,et al.  Data structure diagrams , 1969, DATB.

[5]  Ian Horrocks,et al.  OWL rules: A proposal and prototype implementation , 2005, J. Web Semant..

[6]  G Stix,et al.  The mice that warred. , 2001, Scientific American.

[7]  Ian Horrocks,et al.  Description Logics as Ontology Languages for the Semantic Web , 2005, Mechanizing Mathematical Reasoning.

[8]  Hai Zhuge,et al.  Schema Theory for Semantic Link Network , 2008, 2008 Fourth International Conference on Semantics, Knowledge and Grid.

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

[10]  Diego Calvanese,et al.  The Description Logic Handbook , 2007 .

[11]  Xiang Li,et al.  Peer-to-Peer in Metric Space and Semantic Space , 2007, IEEE Transactions on Knowledge and Data Engineering.

[12]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[13]  James A. Hendler,et al.  A Portrait of the Semantic Web in Action , 2001, IEEE Intell. Syst..

[14]  Hai Zhuge,et al.  Autonomous semantic link networking model for the Knowledge Grid: Research Articles , 2007, Grid 2007.

[15]  Adam Drozdek,et al.  Data structures and algorithms in C , 1995 .

[16]  James A. Hendler,et al.  Agents and the Semantic Web , 2001, IEEE Intell. Syst..

[17]  Hai Zhuge,et al.  Theory and Algorithm for Rule Base Refinement , 2003, IEA/AIE.

[18]  Hai Zhuge,et al.  Semantic profile-based document logistics for cooperative research , 2004, Future Gener. Comput. Syst..

[19]  Jie Liu,et al.  Algebra model and experiment for semantic link network , 2005, Int. J. High Perform. Comput. Netw..

[20]  Lauren Wood 技術解説 IEEE Internet Computing , 1999 .

[21]  Frank van Harmelen,et al.  Web Ontology Language , 2004 .

[22]  Charles W. Bachman,et al.  The programmer as navigator , 1973, CACM.

[23]  Hai Zhuge,et al.  Communities and Emerging Semantics in Semantic Link Network: Discovery and Learning , 2009, IEEE Transactions on Knowledge and Data Engineering.

[24]  Jin Liu,et al.  Modeling language and tools for the semantic link network , 2008, SKG 2008.

[25]  Hai Zhuge,et al.  Autonomous semantic link networking model for the Knowledge Grid , 2007, Concurr. Comput. Pract. Exp..

[26]  H. Chertkow,et al.  Semantic memory , 2002, Current neurology and neuroscience reports.

[27]  E. F. CODD,et al.  A relational model of data for large shared data banks , 1970, CACM.

[28]  Dan Brickley,et al.  Rdf vocabulary description language 1.0 : Rdf schema , 2004 .

[29]  Hai Zhuge,et al.  The knowledge grid , 2004 .

[30]  Jeffrey D. Ullman,et al.  Principles Of Database And Knowledge-Base Systems , 1979 .

[31]  E. F. Codd Derivability, redundancy and consistency of relations stored in large data banks , 2009, SGMD.

[32]  Hai Zhuge,et al.  Active e-document framework ADF: model and tool , 2003, Inf. Manag..

[33]  Jeffrey D. Ullman,et al.  Principles of Database and Knowledge-Base Systems, Volume II , 1988, Principles of computer science series.