Format: Print Length
Publisher: Chapman and Hall/CRC (April 19, 2016)
Format: PDF / Kindle / ePub
Size: 8.8 MB
Downloadable formats: PDF
serious about the mathematical foundations of social media research, Graph-Based Social Media research offers a finished advent to using graph research within the examine of social and electronic media. It addresses a tremendous medical and technological problem, particularly the confluence of graph research and community concept with linear algebra, electronic media, computer studying, massive info research, and sign processing. providing an outline of graph-based social media research, the ebook offers readers with a transparent figuring out of social media constitution. It makes use of graph idea, relatively the algebraic description and research of graphs, in social media studies.The e-book emphasizes the large facts features of social and electronic media. It offers a number of methods to storing sizeable quantities of knowledge on-line and retrieving that info in real-time. It demystifies complicated social media phenomena, reminiscent of details diffusion, advertising and advice structures in social media, and evolving platforms. It additionally covers rising tendencies, reminiscent of titanic information research and social media evolution.Describing the way to behavior right research of the social and electronic media markets, the publication presents insights into processing, storing, and visualizing giant social media information and social graphs. It comprises insurance of graphs in social and electronic media, graph and hyper-graph basics, mathematical foundations coming from linear algebra, algebraic graph research, graph clustering, neighborhood detection, graph matching, net seek in accordance with rating, label propagation and diffusion in social media, graph-based development popularity and desktop studying, graph-based trend category and dimensionality aid, and masses more.This ebook is a perfect reference for scientists and engineers operating in social media and electronic media construction and distribution. it's also compatible to be used as a textbook in undergraduate or graduate classes on electronic media, social media, or social networks.