Social Network Data Analytics 2011

Charu C. Aggarwal (Ed.): Social Network Data Analytics. Springer 2011, ISBN 978-1-4419-8461-6

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Charu C. Aggarwal: An Introduction to Social Network Data Analytics. 1-15
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  - books/sp/social2011/McGlohonAF11
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Mary McGlohon, Leman Akoglu, Christos Faloutsos: Statistical Properties of Social Networks. 17-42
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  - books/sp/social2011/SarkarM11
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Purnamrita Sarkar, Andrew W. Moore: Random Walks in Social Networks and their Applications: A Survey. 43-77
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  - books/sp/social2011/ParthasarathyRS11
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Srinivasan Parthasarathy, Yiye Ruan, Venu Satuluri: Community Discovery in Social Networks: Applications, Methods and Emerging Trends. 79-113
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  - books/sp/social2011/BhagatCM11
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Smriti Bhagat, Graham Cormode, S. Muthukrishnan: Node Classification in Social Networks. 115-148
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  - books/sp/social2011/Spiliopoulou11
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Myra Spiliopoulou: Evolution in Social Networks: A Survey. 149-175
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  - books/sp/social2011/SunT11
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Jimeng Sun, Jie Tang: A Survey of Models and Algorithms for Social Influence Analysis. 177-214
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  - books/sp/social2011/LappasLT11
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Theodoros Lappas, Kun Liu, Evimaria Terzi: A Survey of Algorithms and Systems for Expert Location in Social Networks. 215-241
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  - books/sp/social2011/HasanZ11
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Mohammad Al Hasan, Mohammed J. Zaki: A Survey of Link Prediction in Social Networks. 243-275
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  - books/sp/social2011/ZhelevaG11
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Elena Zheleva, Lise Getoor: Privacy in Social Networks: A Survey. 277-306
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  - books/sp/social2011/CorreaM11
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Carlos D. Correa, Kwan-Liu Ma: Visualizing Social Networks. 307-326
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  - books/sp/social2011/BarbierL11
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Geoffrey Barbier, Huan Liu: Data Mining in Social Media. 327-352
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  - books/sp/social2011/AggarwalW11
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Charu C. Aggarwal, Haixun Wang: Text Mining in Social Networks. 353-378
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  - books/sp/social2011/AggarwalA11
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Charu C. Aggarwal, Tarek F. Abdelzaher: Integrating Sensors and Social Networks. 379-412
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  - books/sp/social2011/CaoQTTPHZL11
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Liangliang Cao, Guo-Jun Qi, Shen-Fu Tsai, Min-Hsuan Tsai, Andrey Del Pozo, Thomas S. Huang, Xuemei Zhang, Suk Hwan Lim: Multimedia Information Networks in Social Media. 413-445
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  - books/sp/social2011/GuptaLYH11
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Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han: An Overview of Social Tagging and Applications. 447-497