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CPS 196.03: Information Management and Mining Third programming project

Choose between clustering, PageRank, or own topic projects. Submit 1-page proposal. Deadline for project submission is April 21. Demo on April 21-22. Follow guidelines for each project option.

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CPS 196.03: Information Management and Mining Third programming project

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  1. CPS 196.03: Information Management and Mining Third programming project

  2. Third Programming Project • Three options: • Clustering project • PageRank project • Your own topic • 1-page project proposal due by Friday (April 10) 5.00 PM • Project and report due on Tuesday April 21 • Single demo for all three projects: April 21 and 22 • 30 minutes per team (team from Project 3) • Should be prepared to run code on your laptop or by logging in to CS department machine • Time slots will be determined through email

  3. Clustering Project • Implement BFR algorithm • Notes • www.cs.cornell.edu/Courses/cs678/2002sp/papers/bradley98scaling.ps • Evaluate on one or more datasets from UCI repository • http://kdd.ics.uci.edu/

  4. PageRank Project • Implement PageRank computation algorithm for large Web graphs • How is the Web graph represented? • Study running time, convergence properties, and robustness of the algorithm to spam/fraud • Generate different types of Web graphs • Paper from Google: The PageRank Citation Ranking: Bringing Order to the Web • For discussion on Thursday (see readings page)

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