Title :
A New Semantic Web Services to Translate HTML Pages to RDF
Author :
Mukhopadhyay, Debajyoti ; Kumar, Rituparna ; Majumdar, Sourav R. ; Sinha, Subhobroto
Author_Institution :
Bengal Univ. of Technol., Kolkata
Abstract :
An extremely large number of Web pages in the Internet contain free texts in natural language that are only read by human beings. To be understood by machines, these pages should be annotated with semantic markups. Manually annotating large number of pages is an arduous work. This has made automatic semantic annotation an urgent challenge. In this paper, we propose machine learning based automatic annotation approach. This approach can be trained for different domains and requires nearly no manual rules.
Keywords :
Web services; hypermedia markup languages; learning (artificial intelligence); natural languages; semantic Web; HTML pages; automatic annotation approach; automatic semantic annotation; machine learning; natural language; semantic Web services; semantic markups; Educational institutions; HTML; Humans; Ontologies; Resource description framework; Search engines; Semantic Web; Speech processing; Web pages; Web sites;
Conference_Titel :
Information Technology, (ICIT 2007). 10th International Conference on
Conference_Location :
Orissa
Print_ISBN :
0-7695-3068-0
DOI :
10.1109/ICIT.2007.22
