• Publications
  • Influence
Social Influence Locality for Modeling Retweeting Behaviors
TLDR
We study an interesting phenomenon of social influence locality in a large microblogging network, which suggests that users' behaviors are mainly influenced by close friends in their ego networks. Expand
  • 183
  • 24
  • PDF
A Unified Probabilistic Framework for Name Disambiguation in Digital Library
TLDR
We formalize the problem in a unified probabilistic framework, which incorporates both attributes and relationships, and propose a dynamic approach for estimating the number of people K. Expand
  • 189
  • 16
  • PDF
Who Influenced You? Predicting Retweet via Social Influence Locality
TLDR
Social influence occurs when one’s opinions, emotions, or behaviors are affected by others in a social network. Expand
  • 88
  • 14
  • PDF
A Topic Modeling Approach and Its Integration into the Random Walk Framework for Academic Search
TLDR
In this paper, we propose a unified topic modeling approach and its integration into the random walk framework for academic search. Expand
  • 138
  • 12
  • PDF
A Combination Approach to Web User Profiling
TLDR
In this article, we study the problem of Web user profiling, which is aimed at finding, extracting, and fusing the “semantic”-based user profile from the Web. Expand
  • 132
  • 9
  • PDF
A Discriminative Approach to Topic-Based Citation Recommendation
TLDR
This paper gives a formalization of topic-based citation recommendation and proposes a discriminative approach to this problem. Expand
  • 86
  • 8
  • PDF
Glycosyl Phosphatidylinositol Anchorage of Tissue Factor Pathway Inhibitor
Background—The endothelium is a major source of tissue factor pathway inhibitor (TFPI), the endogenous regulator of TF-induced coagulation, and a significant proportion of the expressed TFPI remainsExpand
  • 100
  • 7
Driver cognitive workload estimation: a data-driven perspective
TLDR
Driver workload estimation (DWE) refers to the activities of monitoring a driver and the driving environment in real-time and acquiring the knowledge of the driver's workload continuously. Expand
  • 62
  • 6
  • PDF
Panther: Fast Top-k Similarity Search on Large Networks
TLDR
We propose a sampling method that provably and accurately estimates the similarity between vertices in a network. Expand
  • 35
  • 6
  • PDF
Extraction and mining of an academic social network
TLDR
This paper addresses several key issues in extraction and mining of an academic social network: 1) extraction of a researcher social network from the existing Web; 2) integration of the publications from existing digital libraries; 3) expertise search on a given topic; 4) association search between researchers. Expand
  • 58
  • 4
  • PDF