1. << Advanced Software Agents in Web Mining >>
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<< School of Computer Engineering >>
<< Computer Communication Division>>
<< Advanced Software Agents in Web Mining >>
With a huge number of websites spreading over Internet, users face the great challenge of data mining (i.e., information searching, filtering and monitoring) on tremendous information over Internet. In fact, data/web mining has become very hot topic in both industry and academic world. This project plans to design and engineer a society of software agents for: (1) locating desirable number of URLs, (2) retrieving the necessary information included in these URLs (3) classification and evaluating on these retrieved information. (4) monitoring and changes in websites and perform some synchronization. Through the use of an ontology (inter-relationships of words), (i) a query processing agent will be engineered to assist users in selecting desired number of URLs and (ii) information filtering agents will be developed to retrieve relevant information using ontological relations of words. Additionally, information monitoring agents will be engineered to constantly monitor contents of websites and report changes to users. (iii) Dispatch agent will dispatch necessary information to customers by or other approaches.
Training
Data
Classifier
(Model)
Testing or unknown
SVM Learn
SVM multi-class Classify
Class A
Class B
………..
Class n
Supervisor: << Franklin Fu >>
Project Members: << Shuchi, Quek Siew Guat, Patricia, >>