Abstract: Search Result Optimization using Annotators
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 109

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015

Search Result Optimization using Annotators

Vishal A. Kamble, Amit B. Chougule

An increasing number of databases have become web accessible through HTML form-based search interfaces. The dataunits returned from the underlying database are usually encoded into the result pages dynamically for human browsing. For the encoded data units to be machine processable, which is essential for many applications such as deep web data collection and Internet comparison shopping, they need to be extracted out and assigned meaningful labels. In this paper, we present an automatic annotation approach that first aligns the data units on a result page into different groups such that the data in the same group have the same semantic. Then, for each group we annotate it from different aspects and aggregate the different annotations to predict a final annotation label for it. An annotation wrapper for the search site is automatically constructed and can be used to annotate new result pages from the same web database. Our experiments indicate that the proposed approach is highly effective.

Keywords: Web Mining, Clustering, Optimization, Annotators, Search engine

Edition: Volume 4 Issue 6, June 2015

Pages: 1598 - 1602

Share this Article

How to Cite this Article?

Vishal A. Kamble, Amit B. Chougule, "Search Result Optimization using Annotators", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155631, Volume 4 Issue 6, June 2015, 1598 - 1602

Enter Your Email Address


Similar Articles with Keyword 'Web Mining'

Downloads: 104

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1640 - 1647

Privacy Preservation Protection for Personalized Web User by k-Anonymity with Profile Construction for Web Search Engines

Uma Maheswari.T, Dr.V. Kavitha

Share this Article

Downloads: 104

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1812 - 1815

A Survey on Domain Name Categorization Using Artificial Neural Networks

Akshay S. Dhomble, Disha Deotale

Share this Article

Similar Articles with Keyword 'Clustering'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 649 - 652

Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering

Babita Chauhan, Preeti Sondhi

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Similar Articles with Keyword 'Optimization'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 9, September 2021

Pages: 649 - 652

Image Segmentation using Biogeography based Optimization and its Comparison with K Means Clustering

Babita Chauhan, Preeti Sondhi

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Similar Articles with Keyword 'Annotators'

Downloads: 113

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1493 - 1496

Feature Clustering and Annotating Search Results from Web Databases

Lekshmi S.S., Suryapriya S.

Share this Article

Downloads: 127

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 302 - 305

Data Annotation and Construction Wrapper for Web Databases

Deepika D Phalak, H. A. Hingoliwala

Share this Article

Similar Articles with Keyword 'Search engine'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 716 - 720

A Comprehensive Study of Elasticsearch

Nikita Kathare, O. Vinati Reddy, Dr. Vishalakshi Prabhu

Share this Article

Downloads: 47

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 1554 - 1557

Paid and Non-Paid Marketing Strategies for Search Engine Optimization

Elton D'souza; Gursheen Grewal; Divya Unnikrishnan; Neelam Phadnis

Share this Article

Similar Articles with Keyword 'Web'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1240 - 1249

Secure Methods for Supplychain Management to Protect from Attacks in Blockchain

B. Ratnakanth, K. Venkata Ramana

Share this Article

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1717 - 1724

Krashi Prabhandak (Agricultural Manager)

Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu

Share this Article

Similar Articles with Keyword 'Mining'

Downloads: 0

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021

Pages: 1068 - 1070

Predicting the Course Knowledge Level of Students using Data Mining Techniques

Thapaswini P S

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article
Top