Title :
Algorithm of matching webpage and multi-domain ontology
Author :
Guan, Chun ; Zeng, Xiaoqin
Author_Institution :
Dept. of Comput. Sci. & Technol., Nanchang Univ., Nanchang, China
Abstract :
A problem for searching webpage based on multi-domain ontology is how to precisely judge the relevance between webpage and ontology. This paper proposes a new algorithm based on Floyd algorithm for judging relevance. Firstly, making use of rough set theory to extract attributes from webpage. Then applying the HowNet to find out the synonyms set of the core. Next finding out common keywords and computing the minimal path and the weighting minimal path between the common keywords and ontology. Lastly, deciding the belonging of webpage through comparing the result with the threshold. An experiment is showed to prove this algorithm to be available.
Keywords :
Web sites; ontologies (artificial intelligence); rough set theory; Floyd algorithm; Webpage matching; Webpage searching; keywords; multidomain ontology; rough set theory; synonyms set; Accidents; Arrays; Educational institutions; Ontologies; Search engines; Semantics; Set theory; algorithm; ontology; style; webpage;
Conference_Titel :
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-0372-0
DOI :
10.1109/GRC.2011.6122706