Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:
This book, from a data mining perspective, introduces characteristics of social media, reviews representative tasks of computing with social media, and illustrates associated challenges. It introduces basic concepts, presents state-of-the-art algorithms with easy-to-understand examples, and recommends effective evaluation methods. In particular, we discuss graph-based community detection techniques and many important extensions that handle dynamic, heterogeneous networks in social media. We also demonstrate how discovered patterns of communities can be used for social media mining. The concepts, algorithms, and methods presented in this lecture can help harness the power of social media and support building socially-intelligent systems. This book is an accessible introduction to the study of /emph{community detection and mining in social media}. It is an essential reading for students, researchers, and practitioners in disciplines and applications where social media is a key source of data that piques our curiosity to understand, manage, innovate, and excel. This book is supported by additional materials, including lecture slides, the complete set of figures, key references, some toy data sets used in the book, and the source code of representative algorithms. The readers are encouraged to visit the book website http://dmml.asu.edu/cdm/ for the latest information. Table of Contents: Social Media and Social Computing / Nodes, Ties, and Influence / Community Detection and Evaluation / Communities in Heterogeneous Networks / Social Media Mining

Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) by Lei Tang, Huan Liu

From reader reviews:

Jarred Chisolm:

What do you consider book? It is just for students since they're still students or this for all people in the world, the particular best subject for that? Simply you can be answered for that query above. Every person has various personality and hobby per other. Don't to be pushed someone or something that they don't wish do that. You must know how great in addition to important the book Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery). All type of book is it possible to see on many sources. You can look for the internet methods or other social media.

Randall Briggs:

Spent a free a chance to be fun activity to do! A lot of people spent their spare time with their family, or their own friends. Usually they carrying out activity like watching television, going to beach, or picnic within the park. They actually doing ditto every week. Do you feel it? Will you something different to fill your own free time/ holiday? May be reading a book might be option to fill your no cost time/ holiday. The first thing that you'll ask may be what kinds of guide that you should read. If you want to try out look for book, may be the e-book untitled Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) can be fine book to read. May be it could be best activity to you.

Donna Davis:

The book untitled Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) contain a lot of information on that. The writer explains your ex idea with easy means. The language is very clear to see all the people, so do not necessarily worry, you can easy to read this. The book was authored by famous author. The author provides you in the new period of time of literary works. It is possible to read this book because you can read more your smart phone, or gadget, so you can read the book in anywhere and anytime. If you want to buy the e-book, you can open up their official web-site and also order it. Have a nice study.

Leslie White:

Guide is one of source of knowledge. We can add our expertise from it. Not only for students but additionally native or citizen will need book to know the revise information of year to be able to year. As we know those guides have many advantages. Beside most of us add our knowledge, also can bring us to around the world. By book Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery) we can consider more advantage. Don't you to be creative people? To become creative person must want to read a book. Simply choose the best book that appropriate with your aim. Don't be doubt to change your life at this time book Community Detection and Mining in Social Media (Synthesis Lectures on Data Mining and Knowledge Discovery). You can more attractive than now.