How Long to Read Social Networks with Rich Edge Semantics

How Long Does it Take to Read Social Networks with Rich Edge Semantics?

It takes the average reader 5 hours and 54 minutes to read Social Networks with Rich Edge Semantics by Quan Zheng

Assuming a reading speed of 250 words per minute. Learn more

Description

Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the book shows how to model the social network using spectral embedding. It also shows how to compose the techniques so that multiple edge semantics can be modeled together, and the modeling techniques are then applied to a range of datasets. Features Introduces the reader to difficulties with current social network analysis, and the need for richer representations of relationships among nodes, including accounting for intensity, direction, type, positive/negative, and changing intensities over time Presents a novel mechanism to allow social networks with qualitatively different kinds of relationships to be described and analyzed Includes extensions to the important technique of spectral embedding, shows that they are mathematically well motivated and proves that their results are appropriate Shows how to exploit embeddings to understand structures within social networks, including subgroups, positional significance, link or edge prediction, consistency of role in different contexts, and net flow of properties through a node Illustrates the use of the approach for real-world problems for online social networks, criminal and drug smuggling networks, and networks where the nodes are themselves groups Suitable for researchers and students in social network research, data science, statistical learning, and related areas, this book will help to provide a deeper understanding of real-world social networks.

How long is Social Networks with Rich Edge Semantics?

Social Networks with Rich Edge Semantics by Quan Zheng is 352 pages long, and a total of 88,704 words.

This makes it 119% the length of the average book. It also has 108% more words than the average book.

How Long Does it Take to Read Social Networks with Rich Edge Semantics Aloud?

The average oral reading speed is 183 words per minute. This means it takes 8 hours and 4 minutes to read Social Networks with Rich Edge Semantics aloud.

What Reading Level is Social Networks with Rich Edge Semantics?

Social Networks with Rich Edge Semantics is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Social Networks with Rich Edge Semantics?

Social Networks with Rich Edge Semantics by Quan Zheng is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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