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Modern Information Retrieval

Phase_1:

Search Engine

Implementing a Search Engine for IMDB movies' synopsis. Applying preprocessing text method, positional index structure, compression and inquiry correction.

Phase_2:

Machine Learning Models Usage in Information Retrieval

Implementing a movie recommender system by embedding movies synopsis text by Word2Vec and TF-IDF methods to a reduced dimension subspace and applying Neural Networks and probabilistic models to recommend.

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