Behavioral detection of spam URL sharing: posting patterns versus click patterns

C Cao, J Caverlee - … on Advances in Social Networks Analysis …, 2014 - ieeexplore.ieee.org
posting and click patterns in a sample application domain: the classification of spam URLs.
We find that these behavioral signals – posting … of spam link detection and link sharing. …

Real-time event detection for online behavioral analysis of big social data

DT Nguyen, JE Jung - Future Generation Computer Systems, 2017 - Elsevier
… be listed by posting a photo, sharing a status, or narrating an event. The behavior of users
… actually comprise notifications about your friends’ posts after a short delay for diffusion over …

Socialbot: Behavioral analysis and detection

M Dewangan, R Kaushal - … , SSCC 2016, Jaipur, India, September 21-24 …, 2016 - Springer
… The focus of this work is to perform behavioral analysis of SocialBots and detect them in …
a user posts per tweet is Average Hashtags. For the legitimate user they will not post hashtags …

Detecting spam urls in social media via behavioral analysis

C Cao, J Caverlee - Advances in Information Retrieval: 37th European …, 2015 - Springer
… Bitly-shortened URLs posted to Twitter, we find that these behavioral signals provide overlapping …
Through this purely behavioral approach for spam URL detection, we can achieve high …

A deep architecture for depression detection using posting, behavior, and living environment data

MY Wu, CY Shen, ET Wang, ALP Chen - Journal of Intelligent Information …, 2020 - Springer
… Moreover, we also analyze the behavioral patterns as well as the environment data to … task
of depression detection. We leverage the social media posts to learn the posts representation. …

Profiling online social behaviors for compromised account detection

X Ruan, Z Wu, H Wang, S Jajodia - IEEE transactions on …, 2015 - ieeexplore.ieee.org
… of social behavioral profile in detecting account activity anomaly, we apply the social behavioral
… focus on the extroversive behaviors, such as public posting [8], we study both classes of …

User modeling and usage profiling based on temporal posting behavior in OSNs

QF Ying, DM Chiu, S Venkatramanan… - Online Social Networks …, 2018 - Elsevier
posting time series. Then we study the individual posting behaviors, to discover common
patterns … In this paper, we use similar approaches to detect periodicity of user posting patterns. …

Behavioral patterns beyond posting negative reviews online: An empirical view

M Sun, J Zhao - Journal of Theoretical and Applied Electronic …, 2022 - mdpi.com
… how users post negative reviews … detect various behavioral patterns. Specifically, using
1,450,000 negative reviews from JD.com, the largest B2C platform in China, the posting patterns

Composite behavioral modeling for identity theft detection in online social networks

C Wang, H Zhu, B Yang - IEEE Transactions on Computational …, 2021 - ieeexplore.ieee.org
… , we only concentrate on the dependency between a user’s check-in location and tip-posting
content of each behavior, taking no account of the impact of specific occurring time in this …

[HTML][HTML] Detection of suicidal ideation on social media: multimodal, relational, and behavioral analysis

D Ramírez-Cifuentes, A Freire, R Baeza-Yates… - Journal of medical …, 2020 - jmir.org
… their writings, posting patterns, relations with other users, and images posted. We also
evaluated statistical and deep learning approaches to handle multimodal data for the detection of …