 | Name: | Web Mining Seminar |
| No.: | S081203TL008 | Semester: | Spring |
| Hour: | 20 | Credit: | 1.0 |
| Teacher: | Zhu, Tingshao |
| Introduction: |
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| The course will cover machine learning techniques to mine the Web and other information networks, social networks, and social media. We will discuss applications in teams to search, retrieval, classification, and recommendation. Any further discussions following the previous Web Mining course project is also encouraged. |
| Content: |
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| • Web Content Mining
• Web Usage Mining
• Web Structure Mining
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| Material: |
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| Required: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data, by Bing Liu (Springer, 2007).
Recommended: Data Mining: Practical Machine Learning Tools and Techniques, 2nd Ed, by Witten and Frank (Morgan Kaufmann, 2005).
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| References: |
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