Information Retrieval: (a) Document modeling (b) Inverted index construction and compression (c)Vector space model and ranking methods (d) Probabilistic and language models (e) Evaluation methods (f) Relevance feedback and query expansion.Web Search: (a) Web search engine architecture (b) Web crawling and indexing (c) Web structure and usage analytics.The lecture materials will be complemented by projects and assignments.
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