CSE 8337 Spring 2011
Information Retrieval
Textbook:
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Introduction to Information Storage
by Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schutze
Book resources
The objective
of this course is to
examine techniques used to store and retrieve unformatted/textual data.
Examination of current research topics of data mining, data warehousing,
digital libraries, hypertext and multimedia data are also included.
Of course Web search engines will be examined.
CSE7330 or equivalent as well as CSE 3358 are prerequisites for this course.
LINKS
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Resources
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General
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Text Processing
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Indexes
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Boolean Queries
- Hypertext
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Web Searching and Crawling
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Search Engines
- Metasearch Engines
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Vector Space Model
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Evaluation
- Feedback/Expansion
- Multimedia IR:
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Conferences
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ANSES: Summarization of news video, by Marcus J. Pickering, Lawrence Wong, and Stefan M. Ruger
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Color Histogram
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Comparing Images Using Color Coherence Vectors, by G. Pass, R. Zabih, and J. Miller
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Shape Matching Examples, by Eamonn Keogh
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Query by Humming with the Vocalsearch System, by William Birmingham, Roger Dannenberg, and Bryan Pardo, Communications of hte ACM, August 2006, Vo 49, No 8, pp49-52
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Geographic Information Retrieval and Spatial Browsing