Context data abstraction framework using RDF

Context data in context-aware ubiquitous systems usually have private information for customized services. Although access control systems may be used to prevent unpermitted subjects from accessing private data, it would also stop execution of useful customized services. To solve this problem, this paper suggests a method of abstracting context data which enables data owners to deliver less detailed information to data requesters. With a set of intelligent RDF schema, inference rule and negotiation document, it can avoid providing excessive data and can keep service continuity.

[1]  E. Prud hommeaux,et al.  SPARQL query language for RDF , 2011 .

[2]  Ravi S. Sandhu,et al.  Role-Based Access Control Models , 1996, Computer.

[3]  Emin Islam Tatli Context Data Model for Privacy , 2006 .

[4]  Jim X. Chen,et al.  A model for team-based access control (TMAC 2004) , 2004, International Conference on Information Technology: Coding and Computing, 2004. Proceedings. ITCC 2004..

[5]  Pierangela Samarati,et al.  Protecting Respondents' Identities in Microdata Release , 2001, IEEE Trans. Knowl. Data Eng..

[6]  Nigel Shadbolt,et al.  Resource Description Framework (RDF) , 2009 .

[7]  Ninghui Li,et al.  t-Closeness: Privacy Beyond k-Anonymity and l-Diversity , 2007, 2007 IEEE 23rd International Conference on Data Engineering.

[8]  Roshan K. Thomas,et al.  Team-based access control (TMAC): a primitive for applying role-based access controls in collaborative environments , 1997, RBAC '97.

[9]  ASHWIN MACHANAVAJJHALA,et al.  L-diversity: privacy beyond k-anonymity , 2006, 22nd International Conference on Data Engineering (ICDE'06).

[10]  Jadwiga Indulska,et al.  Context Obfuscation for Privacy via Ontological Descriptions , 2005, LoCA.

[11]  Stephen Smith-López What is P3P? (the Platform for Privacy Preferences) , 2004 .

[12]  Ravi S. Sandhu,et al.  The NIST model for role-based access control: towards a unified standard , 2000, RBAC '00.