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Online Social Network Profile Linkage [chapter]

Haochen Zhang, Min-Yen Kan, Yiqun Liu, Shaoping Ma
2014 Lecture Notes in Computer Science  
To enable this, we explore a probabilistic approach that uses a domain-specific prior knowledge to address this problem of online social network user profile linkage.  ...  Piecing together social signals from people in different online social networks is key for downstream analytics.  ...  In this paper, we address this problem of large-scale online social network user profile linkage.  ... 
doi:10.1007/978-3-319-12844-3_17 fatcat:4iu6d7p6snbclpftipdtgrviea

Online Social Network Profile Linkage Based on Cost-Sensitive Feature Acquisition [chapter]

Haochen Zhang, Minyen Kan, Yiqun Liu, Shaoping Ma
2014 Communications in Computer and Information Science  
To boost the online social network profile linkage solution, we propose a cost-sensitive approach that only acquires these expensive and time-consuming features when needed.  ...  Profile linkage provides an effective solution to identify the same identity's profiles from different social networks.  ...  Related Work Profile Linkage across Social Networks Although profile linkage problem just rises along with the booming development of online social networks, the related task record linkage, also named  ... 
doi:10.1007/978-3-662-45558-6_11 fatcat:io6efc2iyvhdjjpcdfylvrmsm4

User Identity Linkage across Online Social Networks

Kai Shu, Suhang Wang, Jiliang Tang, Reza Zafarani, Huan Liu
2017 SIGKDD Explorations  
User identity linkage across online social networks is an emerging task in social media and has attracted increasing attention in recent years.  ...  We also discuss related research areas, open problems, and future research directions for user identity linkage across online social networks.  ...  Note that user identity linkage differs from the record linkage problem due to the specialty of online social network scenarios.  ... 
doi:10.1145/3068777.3068781 fatcat:zuh6dpjzarcf3ftbdx7k7o6wqy

DETECTING USER LINKAGE ACROSS DIFFERENT SOCIAL MEDIA PLATFORMS THROUGH MULTI-OBJECTIVE LEARNING FRAMEWORK

Konatham NagaSwetha
2017 International Journal of Advanced Research in Computer Science  
Linkage of character crosswise over online networking increases further comprehension of client profiles. More profound comprehension of client information mostly helps in business insight.  ...  In this day and an individual people can make utilization of various online networking stages for various purposes. Regularly the data gave on the individual set is not finished as well as divided.  ...  To the best of our insight, our work is the first to connect clients crosswise over various online networking stages by coordinating all the social information related with a client in a brought together  ... 
doi:10.26483/ijarcs.v8i9.5180 fatcat:n4yx23dzbbae5je22wbzvtaywq

Trading Friendship for Value: An Investigation of Collective Privacy Concerns in Social Application Usage

Chun Fung (Ben) Choi, Zhenhui Jiang
2013 International Conference on Information Systems  
Online social applications do not only acquire individuals' personal information but also at times collect the personal information of an individual's social networks.  ...  Third, we identify antecedents of CPC pertinent to the context of social application usage and propose to test a research model on the relationships between these antecedents and CPC as well as the downstream  ...  In relation to online social networking, the linkage principle examines the extent to which individuals are concerned over exposing friends' information.  ... 
dblp:conf/icis/ChoiJ13 fatcat:til7yiqu75gg3f5sztmuft4f6u

Linky: Visualizing User Identity Linkage Results For Multiple Online Social Networks [article]

Roy Ka-Wei Lee, Ming Shan Hee, Philips Kokoh Prasetyo, Ee-Peng Lim
2019 arXiv   pre-print
User identity linkage across online social networks is an emerging research topic that has attracted attention in recent years.  ...  In this work, we present Linky, a visual analytical tool which extracts the results from different user identity linkage methods performed on multiple online social networks and visualizes the user profiles  ...  Increasingly, many users find themselves using multiple online social networks (OSNs) such as Twitter, Instagram, Facebook, etc., [1] .  ... 
arXiv:1902.08737v1 fatcat:fzv5luzr4bgxlht3brb57sd27q

Linky: Visualizing User Identity Linkage Results for Multiple Online Social Networks

Roy Ka-Wei Lee, Ming Shan Hee, Philips Kokoh Prasetyo, Ee-Peng Lim
2018 2018 IEEE International Conference on Data Mining Workshops (ICDMW)  
User identity linkage across online social networks is an emerging research topic that has attracted attention in recent years.  ...  In this work, we present Linky, a visual analytical tool which extracts the results from different user identity linkage methods performed on multiple online social networks and visualizes the user profiles  ...  Increasingly, many users find themselves using multiple online social networks (OSNs) such as Twitter, Instagram, Facebook, etc., [1] .  ... 
doi:10.1109/icdmw.2018.00207 dblp:conf/icdm/LeeHPL18 fatcat:ayroquanuzay7gou34ofgcgbje

IDENTIFYING THE REAL USER IN THE SOCIAL NETWORK USING CLASSIFIERS

Neha Doggalli .
2016 International Journal of Research in Engineering and Technology  
Social identity linkage is essential to connect different social media platforms. It is critically needed for business intelligence to investigate about the user profiler of the social media.  ...  In structure consistency model, the purpose is to construct the structure and behaviorregularity of users across different social networks thus the identity link can be performed on set of users.  ...  Unsupervised approach to link the user over social networks Worked on the linkage of users in different online data sources.  ... 
doi:10.15623/ijret.2016.0516094 fatcat:2t733kh6yfarzbrbels4izkuqa

A Hybrid Model for Linking Multiple Social Identities Across Heterogeneous Online Social Networks [chapter]

Athanasios Kokkos, Theodoros Tzouramanis, Yannis Manolopoulos
2017 Lecture Notes in Computer Science  
Online identities linkage, online social network profiles data similarity and linkage model, profile matching formulas, machine learning.  ...  Automated online profiling consists of the accurate identification and linking of multiple online identities across heterogeneous online social networks that correspond to the same entity in the physical  ...  online social profiles across heterogeneous social networking services that correspond to the same individual in the real world.  ... 
doi:10.1007/978-3-319-51963-0_33 fatcat:ykr74qwz5zfbvd6xlsaj4dmg6u

ONLINE SOCIAL NETWORKING

Dr. J. AMUTHA
2017 Zenodo  
user profiles about themselves for the site or "app" that are designed and maintained by the SNS organization social networking services facilitate the development of online social networks by connecting  ...  Online social networks are becoming a true growth point of the Internet.  ...  Social media facilitate the development of online social networks by connecting a user's profile with those of other individuals and/or groups.Social media, defined by its interactive nature and user-generated  ... 
doi:10.5281/zenodo.6924274 fatcat:jvffvg2ihbckno2n447i3amcua

Graph Neural Networks for User Identity Linkage [article]

Wen Zhang, Kai Shu, Huan Liu, Yalin Wang
2019 arXiv   pre-print
The majority of existing work focuses on mining network proximity or user profile data for discovering user identity linkages.  ...  The increasing popularity and diversity of social media sites has encouraged more and more people to participate in multiple online social networks to enjoy their services.  ...  Introduction With the prosperity of online social networks, people's social activities are closely related to others with different social purposes such as information seeking/sharing and social connection  ... 
arXiv:1903.02174v1 fatcat:pzktq4ld7vbxna3ulzisfy3lge

OpenSocial: From Social Networks to Social Ecosystem

Juliana Mitchell-Wong, Ryszard Kowalczyk, Albena Roshelova, Bruce Joy, Henry Tsai
2007 2007 Inaugural IEEE-IES Digital EcoSystems and Technologies Conference  
To bring the online digital world in-line with the physical world, integration of social networks, identification of overlapping relationships in social networks, and automation of relationship management  ...  in social networks are required.  ...  Currently the online digital world consists of many social networking communities (social networks with interacting tools and services) typically formed by organisations.  ... 
doi:10.1109/dest.2007.371999 fatcat:u2x4eu6vbvd4rbx2tgjm6euyyq

Utility-Based Link Recommendation for Online Social Networks

Zhepeng Li, Xiao Fang, Xue Bai, Olivia R. Liu Sheng
2017 Management science  
The main stakeholders of an online social network include users (e.g., Facebook users) who use the network to socialize with other users and an operator (e.g., Facebook Inc.) that establishes and operates  ...  Link recommendation, which suggests links to connect currently unlinked users, is a key functionality offered by major online social networks.  ...  At the end of the one-year period, the online social network had 485,608 users, connected by 669,524 links. For each user, we also collected data about his or her profile.  ... 
doi:10.1287/mnsc.2016.2446 fatcat:7ip6zydu3ngzvlpo4os7etvtb4

Information revelation and privacy in online social networks

Ralph Gross, Alessandro Acquisti, H. John Heinz
2005 Proceedings of the 2005 ACM workshop on Privacy in the electronic society - WPES '05  
In this paper we study patterns of information revelation in online social networks and their privacy implications.  ...  Services such as Friendster, Tribe, or the Facebook allow millions of individuals to create online profiles and share personal information with vast networks of friends -and, often, unknown numbers of  ...  social network online.  ... 
doi:10.1145/1102199.1102214 dblp:conf/wpes/GrossAH05 fatcat:o7els7olq5gkxjzv2qw6fu66qq

Utility-based Link Recommendation for Online Social Networks [article]

Zhepeng Li, Xiao Fang, Xue Bai, Olivia Sheng
2016 arXiv   pre-print
The main stakeholders of an online social network include users (e.g., Facebook users) who use the network to socialize with other users and an operator (e.g., Facebook Inc.) that establishes and operates  ...  Link recommendation, which suggests links to connect currently unlinked users, is a key functionality offered by major online social networks.  ...  At the end of the one-year period, the online social network had 485,608 users, connected by 669,524 links. For each user, we also collected data about his or her profile.  ... 
arXiv:1512.06840v2 fatcat:4n2axisu5zhwbmfwoubx4e4bzy
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