Progress Review Meeting - Jan 2008, Rajesh Kumar

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The proposed research work aims at exploiting the web usage regularities and information structures in web pages to build intelligent information systems.

Problems Identified:

Need for improving Precision and Speed in Structure Mining
Query based Classification using Links
Statistical Approaches to link mining with meta-data discovery and mapping
Applying Link Mining in Semantic Web
Combine Information extraction with techniques from link mining to construct Semantic Web
To make use of Semantic and Ontological information in Link Mining Endeavors
Filtering sequential patterns and clusters
Need to develop tools, which incorporate statistical methods, visualization, and human factors to help better understand the mined knowledge.

Course work completed:

Advanced Internet Technologies.

Paper Published:

Saravanan.P, Dr.D.Sridharan, Rajesh Kumar.C, “The Current Approaches in Automatic Identification of Fragments and Informative Sections”, International Conference on Trendz in Information Sciences and Computing, Sathyabama University,Chennai, 2007

Progress Review Meeting - Jan 2008, Sanjay Sugumar

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The proposed research work aims at developing algorithms for building an efficient system for information extraction from web, using suitable soft computing approaches.

Problems Identified:

Simple blind keyword based query processing in search engines
No deductive capability in information extraction
No soft decision in classifying the web content
Lack of personalization as using user’s history and nature
Web services are ignored when extracting information from web
Simple host based clustering algorithms are used
Present techniques don’t mine linguistic association rules

Course work completed:

Advanced Databases (Instead of Database Technology)

Progress Review Meeting - July 2007, Sanjay Sugumar

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The proposed research work aims at developing algorithms for building an efficient system for information extraction from web, using suitable soft computing approaches.

Problems Identified:

Simple blind keyword based query processing in search engines
No deductive capability in information extraction
No soft decision in classifying the web content
Lack of personalization as using user’s history and nature
Web services are ignored when extracting information from web
Simple host based clustering algorithms are used
Present techniques don’t mine linguistic association rules

Course work completed:

Data Warehousing and Data Mining
Advanced Internet Technologies