DocumentCode
1960063
Title
Distributed Ontology-Driven Focused Crawling
Author
Campos, Rui ; Rojas, O. ; Marin, Mario ; Mendoza, M.
Author_Institution
Comput. Sci. Dept., Univ. de Santiago, Santiago, Chile
fYear
2013
fDate
Feb. 27 2013-March 1 2013
Firstpage
108
Lastpage
115
Abstract
Focused crawlers are programs designed to download web pages which are relevant to specific topics. Using information gathered at running time, focused crawlers explore the web following promissory hyperlinks and fetching only pages which appear to be relevant. These crawlers are receiving increasing attention because they favor the construction of vertical search engines, allowing users to focus on specific topics of information, providing higher accuracy and reducing computational costs involved in query processing. In this article, we introduce an efficient focused crawling strategy which considers a number of distributed focused crawlers which recover relevant pages to a given knowledge domain. We propose an ontology-based knowledge representation approach to drive the crawler to specific segments of the web. Experimental results with actual samples of the Web show the feasibility and efficiency of our strategy.
Keywords
Internet; ontologies (artificial intelligence); query processing; search engines; Web pages; distributed ontology-driven focused crawling; efficient focused crawling strategy; fetching; ontology-based knowledge representation approach; promissory hyperlinks; query processing; vertical search engines; Crawlers; HTML; Ontologies; Search engines; Uniform resource locators; Vectors; Web pages; Focused crawling; ontologies; vertical search;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel, Distributed and Network-Based Processing (PDP), 2013 21st Euromicro International Conference on
Conference_Location
Belfast
ISSN
1066-6192
Print_ISBN
978-1-4673-5321-2
Electronic_ISBN
1066-6192
Type
conf
DOI
10.1109/PDP.2013.23
Filename
6498540
Link To Document