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Computer Science
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Search Engines for Web and Enterprise Data

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Search Engines for Web and Enterprise Data

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About Search Engines for Web and Enterprise Data

This course introduces the technologies behind web and search engines, including document indexing, searching and ranking. You will also learn different performance metrics for evaluating search quality, methods for understanding user intent and document semantics, and advanced applications including recommendation systems and summarization. Real-life examples and case studies are provided to reinforce the understanding of search algorithms.

What You Will Learn?

  • Introduction to Search Engines for Web and Enterprise Data Search Engine Business Model TFxIDF Vector Space Model Inverted Files Extended Boolean Model PageRank HITS Algorithm Performance Evaluation of Information Retrieval System Benchmarking Stopword removal and Stemming Relevance Feedback Personalized Web Search Index Term Selection Discovering Phrases and Correlated Terms Enterprise Search Engine.