With the rapid growth of social media platforms, digitization of official records, and digital
publication of articles, books, magazines, and newspapers, lots of data are generated every …

The Web of Data is the natural evolution of the World Wide Web from a set of interlinked
documents to a set of interlinked entities. It is a graph of information resources …

The assessment of node-to-node similarities based on graph topology arises in a myriad of
applications, eg, web search. SimRank is a notable measure of this type, with the intuition …

SimRank is an important measure of vertex-pair similarity according to the structure of
graphs. The similarity search based on SimRank is an important operation for identifying …

This book provides a comprehensive introduction to the use of graph analysis in the study of
social media and digital media. It covers the following topics: graphs in social media, graph …

Recommender systems are among the most widespread applications of artificial intelligence
techniques. For instance, news recommender systems serve users in managing the …

SimRank is a popular link-based similarity measurement among nodes in a graph. To
compute the all-pairs SimRank matrix accurately, iterative methods are usually used. For …

SimRank is an arresting measure of node-pair similarity based on hyperlinks. It iteratively
follows the concept that 2 nodes are similar if they are referenced by similar nodes. Real …

Graph is a famous data structure that has prevalent applications in the real world, including
social networks, biological networks, and computer networks. In these applications, graph …

SimRank is a widely adopted similarity measure for objects modeled as nodes in a graph,
based on the intuition that two objects are similar if they are referenced by similar objects …