Information Diffusion Through Blogspace 博客空间的信息扩散 citation : 1219 We study the dynamics of information propagation in environments of low-overhead personal publishing, using a large collection of weblogs over time as our example domain. We ...
Similarity Flooding: A Versatile Graph Matching Algorithm and its Application to Schema Matching 相似度洪流:一个丰富的图匹配算法以及它在结构匹配的应用 Matching elements of two data schemas or two data instances plays a key role in data warehousing, e-busi ...
Learning to Rank using Gradient Descent 使用梯度下降来学习排序 We investigate using gradient descent methods for learning ranking functions; we propose a simple probabilistic cost function, and we introduce RankNet , an implementation of these ideas using a neural ...
Connections between the Lines: Augmenting Social Networks with Text 线之间的连接:用文本扩大社会网络 Network data is ubiquitous, encoding collections of relationships between entities such as people, places, genes, or corporations. While many resources for ...
Combining Link and Content for Community Detection: A Discriminative Approach 综合链接和内容的社区发现:一个 歧视性 的方法 In this paper, we consider the problem of combining link and content analysis for community detection from networked data, such as pap ...
Algorithms for Large, Sparse Network Alignment Problems 大型稀疏网络对齐问题的算法 We propose a new distributed algorithm for sparse variants of the network alignment problem that occurs in a variety of data mining areas including systems biology, dat ...
Microscopic Evolution of Social Networks 社交网络的微小演化 We present a detailed study of network evolution by analyzing four large online social networks with full temporal information about node and edge arrivals. For the first time at such a large ...
Inferring Anchor Links across Multiple Heterogeneous Social Networks 推断多个异构社交网络之间的锚链接 Online social networks can often be represented as heterogeneous information networks containing abundant information about: who, where, when and what. Nowa ...
Organizational Chart Inference 组织结构图的推断 Nowadays, to facilitate the communication and cooperation among employees, a new family of online social networks has been adopted in many companies, which are called the enterprise social networks (ES ...
Title : SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity SEISMIC :一个为预测推文流行性自励点处理模型 Social networking websites allow users to create and share content. Big information cascades of post re-sharing can fo ...