Advances in Social Network Mining and Analysis: Second International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008. Revised Selected Papers

Author:   C. Lee Giles ,  Marc Smith ,  John Yen ,  Haizheng Zhang
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Volume:   5498
ISBN:  

9783642149283


Pages:   131
Publication Date:   10 August 2010
Format:   Paperback
Availability:   In Print   Availability explained
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Advances in Social Network Mining and Analysis: Second International Workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24-27, 2008. Revised Selected Papers


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Overview

This year’s volume of Advances in Social Network Analysis contains the p- ceedings for the Second International Workshop on Social Network Analysis (SNAKDD 2008). The annual workshop co-locates with the ACM SIGKDD - ternational Conference on Knowledge Discovery and Data Mining (KDD). The second SNAKDD workshop was held with KDD 2008 and received more than 32 submissions on social network mining and analysis topics. We accepted 11 regular papers and 8 short papers. Seven of the papers are included in this volume. In recent years, social network research has advanced signi?cantly, thanks to the prevalence of the online social websites and instant messaging systems as well as the availability of a variety of large-scale o?ine social network systems. These social network systems are usually characterized by the complex network structures and rich accompanying contextual information. Researchers are - creasingly interested in addressing a wide range of challenges residing in these disparate social network systems, including identifying common static topol- ical properties and dynamic properties during the formation and evolution of these social networks, and how contextual information can help in analyzing the pertaining socialnetworks.These issues haveimportant implications oncom- nitydiscovery,anomalydetection,trendpredictionandcanenhanceapplications in multiple domains such as information retrieval, recommendation systems, - curity and so on.

Full Product Details

Author:   C. Lee Giles ,  Marc Smith ,  John Yen ,  Haizheng Zhang
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Volume:   5498
Dimensions:   Width: 15.50cm , Height: 0.80cm , Length: 23.40cm
Weight:   0.229kg
ISBN:  

9783642149283


ISBN 10:   3642149286
Pages:   131
Publication Date:   10 August 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Leveraging Label-Independent Features for Classification in Sparsely Labeled Networks: An Empirical Study.- Community Detection Using a Measure of Global Influence.- Communication Dynamics of Blog Networks.- Finding Spread Blockers in Dynamic Networks.- Social Network Mining with Nonparametric Relational Models.- Using Friendship Ties and Family Circles for Link Prediction.- Information Theoretic Criteria for Community Detection.

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