The Machine Discovery and Social Network Mining Laboratory is a research laboratory led by Prof. Shou-De Lin in the Computer Science Department of National Taiwan University. The general direction of researches conducted in the lab is ......
The current research topics include the followings :
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Electronic Holmes
This project aims at designing a system that is capable of identifying abnormal or suspicious instances in a complex network (or social network). The potential applications are fraud detection, law enforcement, homeland security, and scientific discovery.
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Computational Models for Interestingness
This project focuses on designing and developing a computational model that can automatically identify interesting things from data. This is a very important problem in the area of knowledge discovery and data mining.
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Auto-Editing System
We are trying to design a tool that can assist non-native English writer writing English sentences by pointing out the potential flaws and potential corrections of them.
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Semantic Analysis for natural Language
The general goal is to allow machines to understand human languages. One important task toward this goal is to figure out a way to represent the meaning of sentences, and learn it automatically. The corresponding problem includes semantic role labeling, word sense disambiguation, and knowledge representation.
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