A clustering-based topic model using word networks and word embeddings

W Mu, KH Lim, J Liu, S Karunasekera, L Falzon… - Journal of big …, 2022 - Springer
Online social networking services like Twitter are frequently used for discussions on
numerous topics of interest, which range from mainstream and popular topics (eg, music and …

Intelligent information extraction from government on-site inspection reports of construction projects: A graph-based text mining approach

M Liu, X Luo, G Wang, WZ Lu - Advanced Engineering Informatics, 2023 - Elsevier
Government inspection reports detail unsafe acts and conditions that arise on construction
sites, especially front-line managers' non-compliance practices, which are hardly identified …

Detection of hidden communities in twitter discussions of varying volumes

I Blekanov, SS Bodrunova, A Akhmetov - Future Internet, 2021 - mdpi.com
The community-based structure of communication on social networking sites has long been
a focus of scholarly attention. However, the problem of discovery and description of hidden …

Comparative Analysis of Community Detection and Transformer-Based Approaches for Topic Clustering of Scientific Papers

D Bretsko, A Belyi, S Sobolevsky - International Conference on …, 2023 - Springer
We are solving the topic clustering problem, where we need to categorize papers with
initially available subjects into more consistent and higher-level topics. We approach the …

Optimal Engagement-Diversity Tradeoffs in Social Media

F Baumann, D Halpern, AD Procaccia… - Proceedings of the …, 2024 - dl.acm.org
Social media platforms are known to optimize user engagement with the help of algorithms.
It is widely understood that this practice gives rise to echo chambers-users are mainly …

Similarity between Units of Natural Language: The Transition from Coarse to Fine Estimation

W Mu - arxiv preprint arxiv:2210.14275, 2022 - arxiv.org
Capturing the similarities between human language units is crucial for explaining how
humans associate different objects, and therefore its computation has received extensive …

[PDF][PDF] Optimal Engagement-Diversity Tradeoffs in Social Media

D Halpern, AD Procaccia, I RAHWAN, I Shapira… - 2023 - procaccia.info
It is no secret that social media companies heavily rely on algorithms to optimize user
engagement. This practice has a well-documented dark side that is widely scrutinized and …

Social media mining for veterinary epidemiological surveillance

AS Munaf - 2023 - dspace.stir.ac.uk
Extensive records are kept in the UK regarding large-scale farms, which include information
on farm sizes, locations, disease outbreaks, and the movement of animals. This data …

Themenmodellierung in forensischen Kommunikationsdaten

JM Felser - 2023 - monami.hs-mittweida.de
Die Auswertung von Kurznachrichten, die auf mobilen Endgeräten gespeichert sind, nimmt
bei strafrechtlichen Ermittlungen immer mehr an Bedeutung zu. Häufig sind Ermittler hierbei …