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Microscopic Evolution of Social Networks

by Jure Leskovec , Lars Backstrom, Ravi Kumar, Andrew Tomkins , 2008
"... We present a detailed study of network evolution by analyzing four large online social networks with full temporal information about node and edge arrivals. For the first time at such a large scale, we study individual node arrival and edge creation processes that collectively lead to macroscopic pr ..."
Abstract - Cited by 206 (10 self) - Add to MetaCart
We present a detailed study of network evolution by analyzing four large online social networks with full temporal information about node and edge arrivals. For the first time at such a large scale, we study individual node arrival and edge creation processes that collectively lead to macroscopic

Online Social Networks: Beyond Popularity

by Ricardo Baeza-yates, Yahoo Labs, Diego Saez-trumper
"... One of the main differences between traditional Web analysis and Online Social Networks (OSNs) studies, is that in the first case the information is organized around content, while in the second case it is organized around people. While search engines have done a good job finding relevant content ac ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
One of the main differences between traditional Web analysis and Online Social Networks (OSNs) studies, is that in the first case the information is organized around content, while in the second case it is organized around people. While search engines have done a good job finding relevant content

A Measurement-driven Analysis of Information Propagation in the Flickr Social Network

by Meeyoung Cha, Alan Mislove, Krishna P. Gummadi
"... Online social networking sites like MySpace, Facebook, and Flickr have become a popular way to share and disseminate content. Their massive popularity has led to viral marketing techniques that attempt to spread content, products, and ideas on these sites. However, there is little data publicly avai ..."
Abstract - Cited by 151 (3 self) - Add to MetaCart
Online social networking sites like MySpace, Facebook, and Flickr have become a popular way to share and disseminate content. Their massive popularity has led to viral marketing techniques that attempt to spread content, products, and ideas on these sites. However, there is little data publicly

Characterizing Privacy in Online Social Networks

by Balachander Krishnamurthy, Craig E. Wills
"... Online social networks (OSNs) with half a billion users have dramatically raised concerns on privacy leakage. Users, often willingly, share personal identifying information about themselves, but do not have a clear idea of who accesses their private information or what portion of it really needs to ..."
Abstract - Cited by 94 (8 self) - Add to MetaCart
Online social networks (OSNs) with half a billion users have dramatically raised concerns on privacy leakage. Users, often willingly, share personal identifying information about themselves, but do not have a clear idea of who accesses their private information or what portion of it really needs

AOn the Dynamics of Social Media Popularity: A YouTube Case Study

by Flavio Figueiredo, Jussara M. Almeida, Marcos Andre ́ Gonçalves
"... Understanding the factors that impact the popularity dynamics of social media can drive the design of effec-tive information services, besides providing valuable insights to content generators and online advertisers. Taking YouTube as case study, we analyze how video popularity evolves since upload, ..."
Abstract - Cited by 1 (0 self) - Add to MetaCart
Understanding the factors that impact the popularity dynamics of social media can drive the design of effec-tive information services, besides providing valuable insights to content generators and online advertisers. Taking YouTube as case study, we analyze how video popularity evolves since upload

Social media and Tourism Destinations: TripAdvisor Case

by J. Miguéns, R. Baggio, C. Costa
"... Abstract — Online social networking site are the most popular sites on the internet. The second generation of web based services is characterized by having a consumer generated content (CGC), which allow people to share information. This paper examines CGC on TripAdvisor, with a case study on the ci ..."
Abstract - Cited by 13 (0 self) - Add to MetaCart
Abstract — Online social networking site are the most popular sites on the internet. The second generation of web based services is characterized by having a consumer generated content (CGC), which allow people to share information. This paper examines CGC on TripAdvisor, with a case study

Trust and nuanced profile similarity in online social networks

by Jennifer Golbeck - In MINDSWAP , 2006
"... Online communities, where users maintain lists of friends and express their preferences for items like movies, music, or books, are very popular. The web-based nature of this information makes it ideal for use in a variety of intelligent systems that can take advantage of the users ’ social and pers ..."
Abstract - Cited by 93 (3 self) - Add to MetaCart
Online communities, where users maintain lists of friends and express their preferences for items like movies, music, or books, are very popular. The web-based nature of this information makes it ideal for use in a variety of intelligent systems that can take advantage of the users ’ social

Detecting Spammers on Social Networks

by Gianluca Stringhini, Christopher Kruegel, Giovanni Vigna
"... Social networking has become a popular way for users to meet and interact online. Users spend a significant amount of time on popular social network platforms (such as Facebook, MySpace, or Twitter), storing and sharing a wealth of personal information. This information, as well as the possibility o ..."
Abstract - Cited by 92 (9 self) - Add to MetaCart
Social networking has become a popular way for users to meet and interact online. Users spend a significant amount of time on popular social network platforms (such as Facebook, MySpace, or Twitter), storing and sharing a wealth of personal information. This information, as well as the possibility

Chapter 2 MULTIMEDIA INFORMATION NETWORKS IN SOCIAL MEDIA

by Liangliang Cao, Guojun Qi, Shen-fu Tsai, Min-hsuan Tsai, Andrey Del Pozo, Thomas S. Huang, Xuemei Zhang, Suk Hwan Lim
"... Abstract The popularity of personal digital cameras and online photo/video sharing com-munity has lead to an explosion of multimedia information. Unlike traditional multimedia data, many new multimedia datasets are organized in a structural way, incorporating rich information such as semantic ontolo ..."
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ontology, social interac-tion, community media, geographical maps, in addition to the multimedia con-tents by themselves. Studies of such structured multimedia data have resulted in a new research area, which is referred to as Multimedia Information Networks (MINet). MINets are closely related to social

Analysis and Comparison of Interaction Patterns in Online Social Network and Social Media

by unknown authors
"... Abstract—In this work, we aim to analyze and compare interaction patterns in different types of social platforms. To this end, we measured Renren, the largest online social network in China, and Sina Weibo, the most popular microblog service in China. We model the interaction networks as unidirectio ..."
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Abstract—In this work, we aim to analyze and compare interaction patterns in different types of social platforms. To this end, we measured Renren, the largest online social network in China, and Sina Weibo, the most popular microblog service in China. We model the interaction networks
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