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Understanding latent interactions in online social networks

Jing Jiang, Christo Wilson, Xiao Wang, Peng Huang, Wenpeng Sha, Yafei Dai, Ben Y. Zhao
2010 Proceedings of the 10th annual conference on Internet measurement - IMC '10  
Popular online social networks (OSNs) like Facebook and Twitter are changing the way users communicate and interact with the Internet.  ...  In this paper, we seek a deeper understanding of both visible and latent user interactions in OSNs.  ...  This work is supported in part by National Science  ... 
doi:10.1145/1879141.1879190 dblp:conf/imc/JiangWWHSDZ10 fatcat:7w5lhpuihffvxcoomf53ltxev4

Understanding latent interactions in online social networks

Jing Jiang, Christo Wilson, Xiao Wang, Wenpeng Sha, Peng Huang, Yafei Dai, Ben Y. Zhao
2013 ACM Transactions on the Web  
Popular online social networks (OSNs) like Facebook and Twitter are changing the way users communicate and interact with the Internet.  ...  In this paper, we seek a deeper understanding of both visible and latent user interactions in OSNs.  ...  This work is supported in part by National Science  ... 
doi:10.1145/2517040 fatcat:xpgvtqh6erbvtls52o27nqsrmy

Contexts of Digital Socialization: Studying Adolescents' Interactions on Social Network Sites

Amy Stornaiuolo
2017 Human Development  
Such a critical stance offers an important lens for understanding adolescents' online interactions, taking into account both potential benefits and drawbacks of these socially networked online spaces as  ...  online interactions that allows analysts to reconstruct latent messages embedded in these platforms.  ... 
doi:10.1159/000480341 fatcat:tca3gwlq65dplf3ewstzmmz56i

Measuring latent ties on Facebook: A novel approach to studying their prevalence and relationship with bridging social capital

Genavee Brown, Nicolas Michinov
2019 Technology in society  
Furthermore, the percent of latent ties in users' networks was negatively associated with bridging social capital.  ...  Finally, we examined the discriminant validity of the latent ties measure, and found that the percent of latent ties in one's Facebook network and the total number of Facebook friends (network size) were  ...  Additionally, we would like to thank Joshua Thompson for his help in data collection. No competing financial interests exist.  ... 
doi:10.1016/j.techsoc.2019.101176 fatcat:nykf7tj7dbcrvptsrlvzuzrlq4

A measurement scale for students' usage of online networks

Rachel Barker, Derek Ong
2016 Perspectives in Education  
and understanding within online networks.  ...  Hence it is imperative for educational institutions to understand how twenty-first-century learners use online networks for their identity formation and learning experiences.  ...  online networks in theory and in practice.  ... 
doi:10.18820/2519593x/pie.v34i2.1 fatcat:tv27l2zaovaprkqiobxti7unde

Quantum Probabilistic Models Using Feynman Diagram Rules for Better Understanding the Information Diffusion Dynamics in Online Social Networks

Ece C. Mutlu
2020 PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE  
First, I cultivate the classical Bayesian networks which are used to understand information diffusion through human interaction on online social networks (OSNs) by taking into account the relevance of  ...  In addition, understanding the interactions in complex systems might be more viable via the findings of this research since probabilistic approaches are not only used for predictive purposes but also for  ...  I first investigated effects of degree-distribution and mixing patterns of entities in complex networks on information sharing characteristics to understand the dependencies of the user latent variables  ... 
doi:10.1609/aaai.v34i10.7137 fatcat:exqr76bdl5fm3fzvh2myrtgq7y

A Privacy Protection Model for Online Social Networks

Javed Ahmed
2014 International Conference on Legal Knowledge and Information Systems  
We propose social interaction based audience segregation model for online social networks.  ...  This model mimics real life interaction patterns and makes online social networks more privacy friendly.  ...  Latent interactions are more prevalent and frequent in online social networks. Profile visits is a latent interaction and it is very frequent in nature in online social networks.  ... 
dblp:conf/jurix/Ahmed14 fatcat:eynpjpqptrfvbk4o6fkzs5grq4

Exploring the Mediating Effect of E-social Capital Between Community Members Interaction and Consumer Engagement

Bingsheng Yan, Lihua Li, Hongtao Sun, L. Zhao, A. Xavior, J. Cai, L. You
2017 MATEC Web of Conferences  
Network interactive includes instrumental interaction and relational interaction.  ...  Zhou et al. (2013) suggests that viewing posts will make the visitors obtain information value and social value in the online brand community and  ...  of resource embedded in the social network that exists in social relations and social networks rather than individuals [13] .  ... 
doi:10.1051/matecconf/201710005019 fatcat:tkjqalvaxfaa3fcwabz5ldmwp4

How Online Social Networks Create Value for Organizations: A Resource-Based Perspective

Mostafa Mesgari, Geneviève Bassellier
2011 Americas Conference on Information Systems  
Online Social Network (OSN) is an emerging communication technology which has increasingly been used.  ...  This study examines how these networks create value for organizations.  ...  Latent ties identification: Three types of ties are identifiable in the social network literature including strong ties, weak ties, and latent ties.  ... 
dblp:conf/amcis/MesgariB11 fatcat:wkhmxziywvebhjpkmkvdmxkqza

Understanding user behavior in online social networks: a survey

Long Jin, Yang Chen, Tianyi Wang, Pan Hui, Athanasios V. Vasilakos
2013 IEEE Communications Magazine  
INTRODUCTION In recent years, online social networks (OSNs) have dramatically expanded in popularity around the world.  ...  First, latent interactions are significantly more prevalent and frequent than visible interactions. Second, latent interactions are non-reciprocal in nature.  ... 
doi:10.1109/mcom.2013.6588663 fatcat:a6opi5hvjza5bivckays6hkv2u

Determinant Factors on Student Empowerment and Role of Social Media and eWOM Communication: Multivariate Analysis on LinkedIn usage

N. Vivekananthamoorthy, E. R. Naganathan, R. Rajkumar
2016 Indian Journal of Science and Technology  
Background/Objectives: In recent times, there is phenomenal increase in usage of Social Networking Sites like Facebook, LinkedIn etc. by college students and young professionals.  ...  Methods/Statistical Analysis: A preliminary survey was conducted to understand how young university students use the Social Networking Site LinkedIn and the responses were used to frame a questionnaire  ...  Online Social Networking Social Networking Sites are offering unprecedented connectivity and instant access among online users and provides enormous opportunities to interact with a larger audience across  ... 
doi:10.17485/ijst/2016/v9i25/95318 fatcat:sr3bvpazgrezxmkkxwk2m65vte

Knowledge discovery and management on online social networks and media

Xiaohui Tao, Haoran Xie, Yongrui (Louie) Qin, Xujuan Zhou, Yi Cai
2020 Web Intelligence: an international journal  
Nowadays, online social networks, such as Facebook, 1 Twitter 2 and Weibo, 3 have been adopted by billions of people as the main platforms for daily interaction and socialisation.  ...  Knowledge discovery and management on online social networks and media has been one of the most popular, promising technologies in online networks and online media study.  ... 
doi:10.3233/web-200439 fatcat:oc6mvxddvzgnvmkrrl6flbs6nq

Generating predictive models of learner community dynamics

Chris Teplovs, Nobuko Fujita, Ravi Vatrapu
2011 Proceedings of the 1st International Conference on Learning Analytics and Knowledge - LAK '11  
In this paper we present a framework for learner modelling that combines latent semantic analysis and social network analysis of online discourse.  ...  The framework is supported by newly developed software, known as the Knowledge, Interaction, and Social Student Modelling Explorer (KISSME), that employs highly interactive visualizations of content-aware  ...  SUMMARY We have proposed a framework that combines social network analysis and latent semantic analysis of online discourse.  ... 
doi:10.1145/2090116.2090139 dblp:conf/lak/TeplovsFV11 fatcat:67dzzqmz2feffjn34p74jglfjm

Detecting Friendship Within Dynamic Online Interaction Networks

Sears Merritt and Abigail Z. Jacobs and Winter Mason and Aaron Clauset
2013 arXiv   pre-print
In many complex social systems, the timing and frequency of interactions between individuals are observable but friendship ties are hidden.  ...  These results clarify the nature of friendship in online social environments and suggest new opportunities and new privacy concerns for friendship-aware applications that do not require the disclosure  ...  Most uses of online game data have focused on understanding certain aspects of human social behavior in online environments.  ... 
arXiv:1303.6372v1 fatcat:msircnxccnddziexf73deurqpy

Unusual Suspect of Societal Innovativeness in Online Social Innovation Community: A Network and Communication Framework

2018 KSII Transactions on Internet and Information Systems  
The widespread adoption of the social computing paradigm has ushered in the development of online social innovation community (OSIC) as a promising method for solving social problems.  ...  In particular, past studies have not investigated the interactive problem-solving process and relational environment that affect the interpersonal communications in the OSIC.  ...  In order to understand how users switch within networks, the story and culture of each social structure must be understood [18] [19] .  ... 
doi:10.3837/tiis.2018.12.013 fatcat:oukkrssxyjaxbeqlmtpwxkc67q
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