Forecasting the pulse: how deviations from regular patterns in online data can identify offline phenomena

A Jungherr, P Jürgens - Internet Research, 2013 - emerald.com
… service posted during a given time span, the number of users actively posting messages, the
… This is important, because time-series analysis allows us to identify regular patterns in the …

Online popularity and topical interests through the lens of instagram

E Ferrara, R Interdonato, A Tagarelli - … of the 25th ACM conference on …, 2014 - dl.acm.org
… For each media, we retrieved its unique ID, the ID of the user who posted it, the timestamp of
… We want to study both the patterns of tag adoption at the user level, and at the global level, …

“Information warfare” and online news commenting: Analyzing forces of social influence through location-based commenting user typology

A Zelenkauskaite, M Balduccini - Social Media+ Society, 2017 - journals.sagepub.com
… We focus on identifying patterns of user behaviors and their … To account for the interplay
between user-posting frequency … user identification as a proxy for the content frequency use. …

Patterns and dynamics of users' behavior and interaction: Network analysis of an online community

P Panzarasa, T Opsahl… - Journal of the American …, 2009 - Wiley Online Library
… This included the user's demographic characteristics and … , the user's list of friends, personal
blogs, and forum postings. The … thus included only the identification numbers of sender and …

Writeprints: A stylometric approach to identity-level identification and similarity detection in cyberspace

A Abbasi, H Chen - ACM Transactions on Information Systems (TOIS), 2008 - dl.acm.org
… distance between Writeprint A and pattern B and Writeprint B and pattern A. When making
such … methods across domains such as email messages and chatroom postings. For similarity …

Social behavioral biometrics: An emerging trend

M Sultana, PP Paul, M Gavrilova - International Journal of Pattern …, 2015 - World Scientific
… of the users posted in reply to another user's message in his/… to whom the user replies most,
any speciŻc pattern or style fol… proposed methodology to identify SBB patterns by analyzing …

Mining user-generated content in an online smoking cessation community to identify smoking status: a machine learning approach

X Wang, K Zhao, S Cha, MS Amato, AM Cohn… - Decision support …, 2019 - Elsevier
… time in response to a user's pattern of engagement and progress … posted. While previous
studies have been limited to investigating only users who explicitly declared quit dates in user

Identification of key locations based on online social network activity

H Efstathiades, D Antoniades, G Pallis… - Proceedings of the 2015 …, 2015 - dl.acm.org
… For each of these tweets we collect public information about the user that posted the tweet. …
inferring place categories through user patterns identification in geo-tagged tweets. In …

Writer identification using microblogging texts for social media forensics

F Alonso-Fernandez, NMS Belvisi… - … and Identity Science, 2021 - ieeexplore.ieee.org
… , with messages posted across the course of several years. They made use of an extensive
… Interaction patterns were measured by creating profiles of friendship (other users with whom …

A framework enhancing the user search activity through data posting

N Cassavia, E Masciari, C Pulice, D Saccà - … , Stony Brook, NY, USA, July 6 …, 2016 - Springer
… of user’s searching and comment posting activities in order to identify potentially interesting
suggestions about user … for posting existing data with additional patterns so that the end …