The week's pick
Reseach Article
Extraction of Contextual Relevance of the Web Document using F-P Growth
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 62 - Number 1 |
| Year of Publication: 2013 |
| Authors: Nidhi Tyagi, Rahul Rishi, R. P. Agarwal |
10.5120/10047-4632
|
Nidhi Tyagi, Rahul Rishi, R. P. Agarwal . Extraction of Contextual Relevance of the Web Document using F-P Growth. International Journal of Computer Applications. 62, 1 ( January 2013), 32-36. DOI=10.5120/10047-4632
Abstract
The crawled web pages should be organized in a fashion where they are more understandable to machine, for producing the results which are meaningful and relevant. The set of web pages can be categorized into different contextual sense if the crawler has the technique to understand their meaning and the domain identification. The contextual relevance of the web documents can be known, if the frequent occurring patterns of the keywords in the web page are identified. This can be achieved through data mining technique for generating frequent patterns, using FP- Growth. It will help in deducing the set of keywords of the documents and this knowledge is added in the knowledge store which will further facilitate in the building the ontology for the crawled web pages and organizing them and thus increasing the rank of the document.
References
- Nidhi Tyagi , Rahul Rishi and R. P. Agarwal,"Semantic Structure Representation of HTML Document Suitable for Semantic Document Retrieval", International Journal of Computer Applications (0975 – 8887) Volume 46– No. 13, May 2012.
- Jiawei Han and Micheline Kamber, "Data Mining Concepts and Techniques", Elsevier publication, Second edition, 2007.
- Ahmed Ab. Arara and Robert Laurini, "Formal Contextual Ontologies for Intelligent Information Systems", World Academy of Science, Engineering and Technology 11, 2007.
- Nidhi Tyagi, Rahul Rishi and R. P. Agarwal,"Contextual Ontology: A Storage Tool for Extracting Context from Web Pages", International Journal of Computer Applications (0975 – 8887) Volume 56– No. 7, October 2012.
- L. Weihua, "Ontology supported intelligent information agent", proceeding IEEE Symp, on Intelligent Systems, pages383-387, IEEE, 2002.
- Ram Kumar Rana and Nidhi Tyagi," A Novel Architecture of Ontology-based Semantic Web Crawler", International Journal of Computer Application, Volume 44– No18, April 2012.
- A. K. Dey, et al. "A Conceptual Framework and a Toolkit for Supporting the Rapid Prototyping of Context- Aware Applications", Human- computer Interaction Journal, Vol. 16(2-4), pp. 97-166, 2001.
- Anand Ranganathan, et al. "A Middleware for Context- Aware Agents in Ubiquitous Computing Environments",USENIX International Middleware Conference, 2002.
- Xiao Hang Wang, Da Qing Zhang, Tao Gu1 and Hung Keng Pung "Ontology Based Context Modeling and Reasoning using OWL", Second IEEE Annual Conference on Pervasive Computing and Communications Workshops, 2004.
Index Terms
Keywords