Lecture, four hours; discussion, two hours; outside study, six hours. Requisites: courses 112, 143, 180, 181. Designed for graduate students. Scale of Web data requires novel algorithms and principles for their management and retrieval. Study of Web characteristics and new management techniques needed to build computer systems suitable for Web environment. Topics include Web measuring techniques, large-scale data mining algorithms, efficient page refresh techniques, Web-search ranking algorithms, and query processing techniques on independent data sources. Letter grading.

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Instructor
Suhas N. Diggavi
Previously taught
19F 19W 16S 14S 13S 11F 10F 09W 07F 06F 05F