AMRec: An Intelligent System for Academic Method Recommendation

Finding new academic methods for research problems is the key task in a researcher’s research career. In order to help new researchers carry out their researches in a more convenient way, we describe a novel recommendation system called AMRec to recommend new academic methods for research problems in this paper. Our proposed system first extracts academic concepts ( Tasks and Method s) and their relations from academic literatures, and then leverages the regularized matrix factorization model for academic method recommendation. Preliminary evaluation results are also reported and discussed.