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The design of a recommender system is largely influenced by its domain of application. A recommender system for niche application requires more accuracy as it targets a specific audience or a specific genre of products to recommend. Certain examples of niche domains include course recommendation for university courses, text recommendation for translators etc. In this paper, we address the problem...