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Software Agents for Web Mining: FYP Project

This project involves crawling relevant URLs, searching for data, parsing HTML, extracting information, training an SVM classifier, and classifying multi-class data for database insertion with query parsing and information retrieval capabilities.

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Software Agents for Web Mining: FYP Project

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  1. Software Agents for Web Mining FYP Project by: Shuchi Mittal Quek Siew Guat Patricia Professor: Franklin Fu

  2. Organisation

  3. Monitor/Retrieval • Crawling relevant URL’s • Search for required data and links • HTML parsing and cleaning • Information Extraction • Transfer raw data to the Database

  4. SVM Learn SVM Learner Training Data Classifier (Model) Testing or unknown Data SVM multi-class Classify Class A Class n Class B ……….. Classification • Data Pre-processing • Training Data and data cleaning • Multi-class Classification of data • Inserting classified data into the database

  5. Matching/Dispatch • Query Parsing • Database Transaction • Data Cleaning • Information retrieval from the database • Interface and Display

  6. Overall Process

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