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This Latent Semantic Indexing [ LSI ] model collects, parses, and stores documents to facilitate fast and accurate information retrieval through queries.
Web multimedia project on CTU in Prague 2021. Using matrix SVD decomposition create a model for finding similar articles in database. Process involves preprocessing with tokenization, stemmatization, indexing and similarity calculation using tf-idf index.
We created a tool which provides interesting facts that are highly personalized to the subjects that students write about on their papers. These facts will motivate students to do more in-depth research about topics that would complement their essays.