Personal research idea recommendation using research trends and a hierarchical topic model
Sign Up to like & getrecommendations! Published in 2019 at "Scientometrics"
DOI: 10.1007/s11192-019-03258-x
Abstract: In the era of rapid technological advance, it is an important task for all researchers to keep up with trends when performing research. How to efficiently find suitable research topics while the number of papers… read more here.
Keywords: research ideas; recommendation; research; research idea ... See more keywords
Research Ideas Discovery via Hierarchical Negative Correlation.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3184498
Abstract: A new research idea may be inspired by the connections of keywords. Link prediction discovers potential nonexisting links in an existing graph and has been applied in many applications. This article explores a method of… read more here.
Keywords: negative correlation; hierarchical negative; new research; research ideas ... See more keywords