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Few Topics are:
- Information retrieval process,Preprocessing and lexical analysis.,Models of information retrieval ,abstract models ,Boolean model,Vector model,Latent Semantic Indexin,Inverse and signature files,Index compression,Reference collections
- Relevance feedback ,query expansion.,Web search ,PageRank algorithm,Crawling,Architecture of a simple web search system,Architecture of massive information processing systems ,massive web searchers,Distributed architectures
- Hadoop,Network analysis ,clustering, community detection ,detection of influential nodes, reputation,massive information analysis,Search Engine Optimization,IR techniques with Data Mining ,Machine Learning,Recommender Systems
- Boolean systems,Vocabularies and dictionaries,Indexing,Measures and weights for terms,Vector Space Model, probabilistic systems,text classification
- Clustering,Matrix decomposition ,latent semantic analysis,search and analysis techniques, Introduction to information retrieval,query formation, query processing
- choice and form of search terms,document organization and indexing,evaluating search results.,information retrieval; ,web crawling, ,indexing.
