Title :
QTIP: multi-agent NLP and privacy architecture for information retrieval in usable Web privacy software
Author :
Keselj, Vlado ; Jutla, Dawn
Author_Institution :
Fac. of Comput. Sci., Dalhousie Univ., Halifax, NS, Canada
Abstract :
We present a generic natural language processing (NLP) architecture, acronym QTIL, based on a system of cooperating multiple agents (Q/A, T, I, and L agents) which can be used in any information system incorporating Internet information retrieval. We then introduce a hybrid multi-agent system (MAS) architecture, acronym QTIP, for the privacy domain through integrating the PeCAN (personal context agent networking) and QTIL MAS architectures. There are two areas where NLP is used: in the user-MAS interaction and in the process of resource indexing and matching. These two areas map to the Q/A-agent and to the I-agents. We propose using a lightweight head-driven phrase structure grammar (HPSG) natural language method for the Q architectural layers and qualitatively justify its applicability. We provide an example of employing the HPSG formalism for information retrieval using natural language capability via privacy Web services in one instantiation of the QTIP architecture. Independent preliminary results for HPSG on the Q level show that our approaches for enhancing the usability of PET tools are promising.
Keywords :
Internet; data privacy; indexing; information retrieval; multi-agent systems; natural languages; Internet; PET tool; Web privacy software; cooperating multiple agents; head-driven phrase structure grammar; information retrieval; multiagent system architecture; natural language processing; personal context agent networking; privacy architecture; resource indexing; resource matching; Computer architecture; Indexing; Information retrieval; Information systems; Internet; Multiagent systems; Natural language processing; Natural languages; Privacy; Service oriented architecture;
Conference_Titel :
Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on
Print_ISBN :
0-7695-2415-X
DOI :
10.1109/WI.2005.124