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

QF Ying, DM Chiu, S Venkatramanan… - Online Social Networks …, 2018 - Elsevier
… In this paper, we study the posting behavior of online social network (OSN) users, in … We
also study user posting behavior at an individual (micro) level and model the user posting

Modeling user posting behavior on social media

Z Xu, Y Zhang, Y Wu, Q Yang - … of the 35th international ACM SIGIR …, 2012 - dl.acm.org
… the performance of our model with three user models: the author-topic model in [41], the TF-…
a mixture model to analyze user posting behavior on social media. By assuming that user be…

Modeling and detecting change in user behavior through his social media posting using cluster analysis

DJ Joshi, N Supekar, R Chauhan… - Proceedings of the 4th …, 2017 - dl.acm.org
… true reflection of the behavior of a person, we have defined and extracted structural and
behavioral features from twitter data to model user behavior using Vector Space Model. We have …

[PDF][PDF] Modeling of Posting Behavior in Social Media.

K Kononova, A Dek, M Shpakovych - HAICTA, 2017 - academia.edu
… The purpose of the study is modeling of users posting behavior with the data collected
from the OSNs on a given topic (which is not environmental issues, but more popular one). To …

A temporal context-aware model for user behavior modeling in social media systems

H Yin, B Cui, L Chen, Z Hu, Z Huang - Proceedings of the 2014 ACM …, 2014 - dl.acm.org
… Although this model assumes that user posting behaviors … stores users’ rating histories, we
aim to model user rating behaviors … Before presenting the devised model, we first describe an …

Clicking position and user posting behavior in online review systems: A data-driven agent-based modeling approach

G Jiang, X Feng, W Liu, X Liu - Information Sciences, 2020 - Elsevier
… In this study, we explored how clicking behaviors impact posting behaviors in the context
of page design. Participants have five modes of clicking positioning, as follows: (i) Some …

User Posting Behavior Analysis and Modeling in Microblog

Y Liu, W Yuan - 2014 Tenth International Conference on …, 2014 - ieeexplore.ieee.org
behaviors. Considering these effects, this paper analyzed an … user posting behavior model
co-driven by user's interests and interactions. We also proposed another model where user's

Facebook wall posts: a model of user behaviors

P Devineni, D Koutra, M Faloutsos… - Social Network Analysis …, 2017 - Springer
… , and we attempt to detect common, persistent and surprising behaviors. In addition, … -posting
behavior of Facebook users. We focus on modeling the posting behavior of Facebook users

Dynamic user modeling in social media systems

H Yin, B Cui, L Chen, Z Hu, X Zhou - ACM Transactions on Information …, 2015 - dl.acm.org
… analyze user behaviors and capture user preferences. This article focuses on analyzing user
behaviors … Although this model assumes that user posting behaviors are influenced by both …

Understanding verified users' posting behavior from the perspective of human dynamics: a case study of Sina micro-blog

M Yi, Y Lu, W Deng, L Kun, Z Zhang - Aslib Journal of Information …, 2021 - emerald.com
… Therefore, this paper constructs a human dynamics model of the VU's posting behavior by …
-driven model (Barabási, 2005) and incorporating the work of Jiao et al. (2011). In our model, …