Title :
Developing an ontological FAQ system with FAQ processing and ranking techniques for ubiquitous services
Author :
Yang, Sheng-yuan
Author_Institution :
Dept. of Comput. & Commun. Eng., St. John´´s Univ., Tamsui
fDate :
July 31 2008-Aug. 1 2008
Abstract :
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.
Keywords :
information retrieval; ontologies (artificial intelligence); ubiquitous computing; FAQ information collection; enhanced ranking technique; heterogeneous environment; ontological FAQ system; query-relevant technique; ranking techniques; ubiquitous services; Artificial neural networks; Databases; Information retrieval; Microcomputers; Natural language processing; Natural languages; Ontologies; Pervasive computing; Sampling methods; Web sites;
Conference_Titel :
Ubi-Media Computing, 2008 First IEEE International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4244-1865-7
Electronic_ISBN :
978-1-4244-1866-4
DOI :
10.1109/UMEDIA.2008.4570950