most citedPrediction Methods and Applications in the Science of Science: A Survey

25 citations · 29 across the 6 of their papers we have counts for

collaborators

6 papers

cs.DL2022★ 3 cited

Web of Scholars: A Scholar Knowledge Graph

Jiaying Liu, Jing Ren, Wenqing Zheng +3

In this work, we demonstrate a novel system, namely Web of Scholars, which integrates state-of-the-art mining techniques to search, mine, and visualize complex networks behind scho…

cs.SI2020

OFFER: A Motif Dimensional Framework for Network Representation Learning

Shuo Yu, Feng Xia, Jin Xu +2

Aiming at better representing multivariate relationships, this paper investigates a motif dimensional framework for higher-order graph learning. The graph learning effectiveness ca…

cs.DL2020

Predicting the Citations of Scholarly Paper

Xiaomei Bai, Fuli Zhang, Ivan Lee

Citation prediction of scholarly papers is of great significance in guiding funding allocations, recruitment decisions, and rewards. However, little is known about how citation pat…

cs.DL2020

An Overview on Evaluating and Predicting Scholarly Article Impact

Xiaomei Bai, Hui Liu, Fuli Zhang +4

Scholarly article impact reflects the significance of academic output recognised by academic peers, and it often plays a crucial role in assessing the scientific achievements of re…

cs.SI2020★ 1 cited

DINE: A Framework for Deep Incomplete Network Embedding

Ke Hou, Jiaying Liu, Yin Peng +3

Network representation learning (NRL) plays a vital role in a variety of tasks such as node classification and link prediction. It aims to learn low-dimensional vector representati…

cs.SI2020★ 25 cited

Prediction Methods and Applications in the Science of Science: A Survey

Jie Hou, Hanxiao Pan, Teng Guo +3

Science of science has become a popular topic that attracts great attentions from the research community. The development of data analytics technologies and the readily available s…