
Название: Practical Social Network Analysis with Python
Автор: Ankith Mohan
Издательство: Springer
Год: 2018
Страниц: 329
Формат: PDF, EPUB
Размер: 27 Mb
Язык: English
This book focuses on social network analysis from a computational perspective, introducing readers to the fundamental aspects of network theory by discussing the various metrics used to measure the social network. It covers different forms of graphs and their analysis using techniques like filtering, clustering and rule mining, as well as important theories like small world phenomenon. It also presents methods for identifying influential nodes in the network and information dissemination models. Further, it uses examples to explain the tools for visualising large-scale networks, and explores emerging topics like big data and deep learning in the context of social network analysis.