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Topic Modelling of Indian and Chinese Research Papers using LAD, NMF and Gensim

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apoorvakh/Expertise-Classification-of-Researchers

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Classify a researcher into multiple domains to get the knowledge of her/his research, using One-Class Classification technique. Various Machine Learning models were used for each classifier which used sparse matrices and dimensionality reduction, with capturing the semantic information, for determining a ranked list of probabilistic expertise for an input data. Given a researcher, find the fields he has worked on across the past time and his interests, and the trend in the change of interests.

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Topic Modelling of Indian and Chinese Research Papers using LAD, NMF and Gensim

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