An ontological approach to lifelog representation for disclosure control

In services using lifelog collected continuously and over a long period of time, disclosure control is essential in order to deal with the privacy because this lifelog includes confidential information which users are unwilling to disclose freely. This paper proposes an ontology model for disclosure control needed to handle each user's lifelog. The user is able to easily set disclosure rules on his/her diverse data collected from various data sources. Features of the proposed model are as follows: (1) Values can be differentiated by their context, (2) Various time expressions can be handled and (3) Disclosure attribute is set on each lifelog item (fine-grained control). We show an example of implementation and the result of experiments using an implemented system.

[1]  Masanobu Abe,et al.  A life log collector integrated with a remote-controller for enabling user centric services , 2009, IEEE Transactions on Consumer Electronics.

[2]  Shilong Ma,et al.  OWL-based Ontology for Secure and Adaptable Ubiquitous Environment , 2007, Third International Conference on Semantics, Knowledge and Grid (SKG 2007).

[3]  Jerry R. Hobbs,et al.  Temporal Aggregates in OWL-Time , 2005, FLAIRS.

[4]  Lalana Kagal Rei : A Policy Language for the Me-Centric Project , 2002 .

[5]  Werner Ceusters,et al.  Reconciling users' needs and formal requirements: issues in developing a reusable ontology for medicine , 1998, IEEE Transactions on Information Technology in Biomedicine.

[6]  Shilong Ma,et al.  OWL-based Ontology for Secure and Adaptable Ubiquitous Environment , 2007 .

[7]  Miltiades E. Anagnostou,et al.  A context ontology for pervasive service provision , 2006, 20th International Conference on Advanced Information Networking and Applications - Volume 1 (AINA'06).

[8]  Benjamin N. Grosof,et al.  Supporting Rule System Interoperability on the Semantic Web with SWRL , 2005, SEMWEB.

[9]  P. Nurmi,et al.  Towards a Context Management Framework for MobiLife , 2005 .

[10]  Anthony LaMarca,et al.  Practical Lessons from Place Lab , 2006, IEEE Pervasive Computing.

[11]  Abe Masanobu,et al.  A Study on Visualization of Personal Life Log Considering Disclosure Control , 2008 .

[12]  Richard Fikes,et al.  A Reusable Time Ontology , 2002 .

[13]  Harry Chen,et al.  SOUPA: standard ontology for ubiquitous and pervasive applications , 2004, The First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, 2004. MOBIQUITOUS 2004..