472 citations · 776 across the 24 of their papers we have counts for
12 papers · 1 filter
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…
Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining
Jiaying Liu, Feng Xia, Lei Wang +4
The advisor-advisee relationship represents direct knowledge heritage, and such relationship may not be readily available from academic libraries and search engines. This work aims…
Scientific Paper Recommendation: A Survey
Xiaomei Bai, Mengyang Wang, Ivan Lee +3
Globally, recommendation services have become important due to the fact that they support e-commerce applications and different research communities. Recommender systems have a lar…
Data-driven Computational Social Science: A Survey
Jun Zhang, Wei Wang, Feng Xia +2
Social science concerns issues on individuals, relationships, and the whole society. The complexity of research topics in social science makes it the amalgamation of multiple disci…
Quantifying Success in Science: An Overview
Xiaomei Bai, Hanxiao Pan, Jie Hou +3
Quantifying success in science plays a key role in guiding funding allocations, recruitment decisions, and rewards. Recently, a significant amount of progresses have been made towa…
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…
Quantifying the Impact of Scholarly Papers Based on Higher-Order Weighted Citations
Xiaomei Bai, Fuli Zhang, Jie Hou +4
Quantifying the impact of a scholarly paper is of great significance, yet the effect of geographical distance of cited papers has not been explored. In this paper, we examine 30,59…
The Role of Positive and Negative Citations in Scientific Evaluation
Xiaomei Bai, Ivan Lee, Zhaolong Ning +2
Quantifying the impact of scientific papers objectively is crucial for research output assessment, which subsequently affects institution and country rankings, research funding all…
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…
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…
Big Networks: A Survey
Hayat Dino Bedru, Shuo Yu, Xinru Xiao +4
A network is a typical expressive form of representing complex systems in terms of vertices and links, in which the pattern of interactions amongst components of the network is int…
MODEL: Motif-based Deep Feature Learning for Link Prediction
Lei Wang, Jing Ren, Bo Xu +3
Link prediction plays an important role in network analysis and applications. Recently, approaches for link prediction have evolved from traditional similarity-based algorithms int…