Over the past few decades, social networks have attracted massive interest from scholars in fields as diverse as sociology, biology, physics, business, politics, and computer science. From these diverse fields, researchers have found that many sys- tems can be represented as networks, and that there is much to be learned by studying those networks. With the rapid growth of the Internet and the …
This book is an outgrowth of data mining courses at Rensselaer Polytechnic Institute (RPI) and Universidade Federal de Minas Gerais (UFMG); the RPI course has been offered every Fall since 1998, whereas the UFMG course has been offered since 2002. Although there are several good books on data mining and related topics, we felt that many of them are either too high-level or too advanced. Our goa…