An efficient web search engine for noisy free information retrieval
Joint Authors
Sahoo, Pradeep
Parthasarthy, Rajagopalan
Source
The International Arab Journal of Information Technology
Issue
Vol. 15, Issue 3 (31 May. 2018)7 p.
Publisher
Publication Date
2018-05-31
Country of Publication
Jordan
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
The vast growth, various dynamic and low quality of the World Wide Web makes it very difficult to retrieve relevant information from internet during query search.
To resolve this issue, various web mining techniques are being used.
The biggest challenge in web mining is to remove noisy data information or unwanted information from the webpage such as banner, video, audio, images, hyperlinks etc.
which are not associated to a user query.
To overcome these issues, a novel custom search engine is proposed with efficient algorithm in this paper.
The proposed Uniform Resource Locator (URL) pattern extractor algorithm will extract the all relevance index pages from the web and ranking the indexes based on user query.
Then, Noisy Data Cleaner (NDC) algorithm is applied to remove the unwanted content from the retrieved web pages.
The results show that the proposed UPE+NDC algorithm provides very promising results for different datasets with high precision and recall rate in comparison with the existing algorithms.
American Psychological Association (APA)
Sahoo, Pradeep& Parthasarthy, Rajagopalan. 2018. An efficient web search engine for noisy free information retrieval. The International Arab Journal of Information Technology،Vol. 15, no. 3.
https://search.emarefa.net/detail/BIM-839230
Modern Language Association (MLA)
Sahoo, Pradeep& Parthasarthy, Rajagopalan. An efficient web search engine for noisy free information retrieval. The International Arab Journal of Information Technology Vol. 15, no. 3 (May. 2018).
https://search.emarefa.net/detail/BIM-839230
American Medical Association (AMA)
Sahoo, Pradeep& Parthasarthy, Rajagopalan. An efficient web search engine for noisy free information retrieval. The International Arab Journal of Information Technology. 2018. Vol. 15, no. 3.
https://search.emarefa.net/detail/BIM-839230
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-839230