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Course Information
Identification

CS 728: Organization of Web information
 
Description

Structure extraction: applications, settings, text preprocessors, lists and tables. Entity extraction: features, rule-based methods, rule-learning, statistical techniques. Relationship extraction: features, kernel methods, open-domain methods. Extracting attributes of entities, opinion mining. Answering structured queries on Web data. Integrating information from multiple extractions.
 
References

1. Information extraction by S. Sarawagi FnT Databases, 1(3), 2008. Now Publishers.
2. Mining the Web Discovering Knowledge from Hypertext Data by Soumen Chakrabarti, Morgan-Kaufmann Publishers 2002.
3. Selected papers.
 
Home Page

http://soumen.cse.iitb.ac.in/teach/cs728s2011/
 
Prerequisites

Foundations of Machine Learning and Web Search and Mining
 
Other Details

Duration : Full Semester Total Credit : 6
Type : Theory
 
Current Semester (Autumn 2017-18)

Status : Not Offered Instructor : ---
 
Next Semester (Spring 2017-18)

Status : Offered Instructor : Prof. Soumen Chakrabarti




Last Modified Date: 09-May-2016

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