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Threads, a new microblogging platform from Meta, was launched in July 2023. In contrast to prior new platforms, Threads was borne out of an existing parent platform, Instagram, for which all users must already possess an account. This…

Social and Information Networks · Computer Science 2024-06-28 Peixian Zhang , Yupeng He , Ehsan-Ul Haq , Jiahui He , Gareth Tyson

Social media content shared today in cities, such as Instagram images, their tags and descriptions, is the key form of contemporary city life. It tells people where activities and locations that interest them are and it allows them to share…

Social and Information Networks · Computer Science 2016-09-13 Agustin Indaco , Lev Manovich

Online Social Networks (OSNs) allow personalities and companies to communicate directly with the public, bypassing filters of traditional medias. As people rely on OSNs to stay up-to-date, the political debate has moved online too. We…

Social and Information Networks · Computer Science 2021-05-05 Martino Trevisan , Luca Vassio , Idilio Drago , Marco Mellia , Fabricio Murai , Flavio Figueiredo , Ana Paula Couto da Silva , Jussara M. Almeida

Online Social Networking is a fascinating phenomena, attracting more than one billion people. It supports basic human needs such as communication, socializing with others and reputation building. Thus, an in-depth understanding of user…

Social and Information Networks · Computer Science 2015-05-20 Thomas Paul , Daniel Puscher , Thorsten Strufe

Recent years have seen a new form of advertisement campaigns emerge: those involving so-called social media influencers. These influencers accept money in return for promoting products via their social media feeds. Although this constitutes…

Social and Information Networks · Computer Science 2020-11-12 Koosha Zarei , Damilola Ibosiola , Reza Farahbakhsh , Zafar Gilani , Kiran Garimella , Noel Crespi , Gareth Tyson

In this work we present an in-depth analysis of the user behaviors on different Social Sharing systems. We consider three popular platforms, Flickr, Delicious and StumbleUpon, and, by combining techniques from social network analysis with…

Social and Information Networks · Computer Science 2015-04-15 Pasquale De Meo , Emilio Ferrara , Fabian Abel , Lora Aroyo , Geert-Jan Houben

Cyberbullying is a growing problem affecting more than half of all American teens. The main goal of this paper is to investigate fundamentally new approaches to understand and automatically detect incidents of cyberbullying over images in…

Social and Information Networks · Computer Science 2015-03-16 Homa Hosseinmardi , Sabrina Arredondo Mattson , Rahat Ibn Rafiq , Richard Han , Qin Lv , Shivakant Mishra

Facebook, the most popular Online social network is a virtual environment where users share information and are in contact with friends. Apart from many useful aspects, there is a large amount of personal and sensitive information publicly…

Social and Information Networks · Computer Science 2017-05-02 Reza Farahbakhsh , Xiao Han , Angel Cuevas , Noel Crespi

With 1.3 billion users, Instagram (IG) has also become a business tool. IG influencer marketing, expected to generate $33.25 billion in 2022, encourages companies and influencers to create trending content. Various methods have been…

Social and Information Networks · Computer Science 2023-01-18 Pier Paolo Tricomi , Marco Chilese , Mauro Conti , Ahmad-Reza Sadeghi

Twitter is one of the most prominent Online Social Networks. It covers a significant part of the online worldwide population~20% and has impressive growth rates. The social graph of Twitter has been the subject of numerous studies since it…

Social and Information Networks · Computer Science 2023-05-29 Despoina Antonakaki , Sotiris Ioannidis , Paraskevi Fragopoulou

The widespread adoption and dissemination of online news through social media systems have been revolutionizing many segments of our society and ultimately our daily lives. In these systems, users can play a central role as they share…

Social and Information Networks · Computer Science 2017-05-12 Julio C. S. Reis , Haewoon Kwak , Jisun An , Johnnatan Messias , Fabricio Benevenuto

Social networks have emerged as a critical factor in information dissemination, search, marketing, expertise and influence discovery, and potentially an important tool for mobilizing people. Social media has made social networks ubiquitous,…

Social and Information Networks · Computer Science 2013-08-14 Kristina Lerman , Rumi Ghosh , Tawan Surachawala

Social media, regarded as two-layer networks consisting of users and items, turn out to be the most important channels for access to massive information in the era of Web 2.0. The dynamics of human activity and item popularity is a crucial…

Physics and Society · Physics 2014-03-03 Peng Zhang , Menghui Li , Liang Gao , Ying Fan , Zengru Di

The rise of the Internet and the exponential increase in data have made manual data summarization and analysis a challenging task. Instagram social network is a prominent social network widely utilized in Iran for information sharing and…

Social and Information Networks · Computer Science 2024-02-20 Mohammad Heydari , Babak Teimourpour

In March 2025, Meta announced a new AI system to rank the order of the comments shown to Instagram users. With existing research showing how feed personalization systems can lead to increased polarization, the introduction of this new…

Computers and Society · Computer Science 2026-05-01 Brahmani Nutakki , Manon Lilott Kempermann , Ingmar Weber

Twitter is one of the largest social networks using exclusively directed links among accounts. This makes the Twitter social graph much closer to the social graph supporting real life communications than, for instance, Facebook. Therefore,…

Social and Information Networks · Computer Science 2014-04-07 Maksym Gabielkov , Ashwin Rao , Arnaud Legout

Online Social Networking Sites attracted a massive number of users over the past decade but also raised privacy concerns with the amount of personal information disclosed. Studies have shown that 25% of the users are not aware of privacy…

Cryptography and Security · Computer Science 2020-06-23 Roba Darwish , Kambiz Ghazinour

The proliferation of Internet-enabled devices and services has led to a shifting balance between digital and analogue aspects of our everyday lives. In the face of this development there is a growing demand for the study of privacy hazards,…

Information Retrieval · Computer Science 2016-07-13 Maria Han Veiga , Carsten Eickhoff

An increasing portion of modern socializing takes place via online social networks. Members of these communities often play distinct roles that can be deduced from observations of users' online activities. One such activity is the sharing…

Social and Information Networks · Computer Science 2016-11-17 Francis T. O'Donovan , Connie Fournelle , Steve Gaffigan , Oliver Brdiczka , Jianqiang Shen , Juan Liu , Kendra E. Moore

Social media comprises interactive applications and platforms for creating, sharing and exchange of user-generated contents. The past ten years have brought huge growth in social media, especially online social networking services, and it…

Social and Information Networks · Computer Science 2012-03-09 Sheng Yu , Subhash Kak