Developing an ontological FAQ system with FAQ processing and ranking techniques for ubiquitous services

This paper proposed an ontological FAQ system on the personal computer domain, which employs ontology as the key technique to pre-process FAQs and process user query in ubiquitous information environments. It is also equipped with an enhanced ranking technique to present retrieved, query-relevant results. Basically, the system bases on the wrapper technique to help clean, retrieve, and transform FAQ information collected from a heterogeneous environment and stores it in an ontological database. Our experiments show the system does improve precision rate and produces better ranking results.

[1]  Ah Chung Tsoi,et al.  Graph neural networks for ranking Web pages , 2005, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05).

[2]  Paolo Massa,et al.  Page-reRank: using trusted links to re-rank authority , 2005, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05).

[3]  Andrea Trentini,et al.  FAQshare: a frequently asked questions voting system as a collaboration and evaluation tool in teaching activities , 2002, SEKE '02.

[4]  Noriko Tomuro,et al.  The Use of Question Types to Match Questions in FAQFinder , 2002 .

[5]  Werner Winiwarter Adaptive natural language interfaces to FAQ knowledge bases , 2000, Data Knowl. Eng..

[6]  Jimmy J. Lin,et al.  Question answering from the web using knowledge annotation and knowledge mining techniques , 2003, CIKM '03.

[7]  Michael McGill,et al.  Introduction to Modern Information Retrieval , 1983 .

[8]  Sheng-Yuan Yang,et al.  Ontology-supported FAQ processing and ranking techniques , 2006, Journal of Intelligent Information Systems.

[9]  Sheng-Yuan Yang,et al.  Ontology-Supported User Models for Interface Agents , 1999 .

[10]  Eriks Sneiders,et al.  Automated FAQ Answering: Continued Experience with Shallow Language Understanding , 1999 .

[11]  Chi-Hung Chi,et al.  A generalized site ranking model for Web IR , 2003, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003).

[12]  Ayman I. Kayssi,et al.  Personalized Web Page Ranking Using Trust and Similarity , 2007, 2007 IEEE/ACS International Conference on Computer Systems and Applications.

[13]  N. F. Noy,et al.  Ontology Development 101: A Guide to Creating Your First Ontology , 2001 .