Entropy Dynamics for Early Warning in Reuse-Based Communication Networks: Monitoring Structural Reorganization under Limited ObservabilityCommunication networks can reorganize before those changes become visible in message volume.
- doi
- 10.1145/3800935.3830867
- isbn
- 979-8-4007-2564-7
- name
- Entropy Dynamics for Early Warning in Reuse-Based Communication Networks: Monitoring Structural Reorganization under Limited Observability
- source
- html
- acm_url
- https://dl.acm.org/doi/10.1145/3800935.3830867
- authors
- Władysław Błocki, Marcin Szewczyk, Andrzej Adamski
- doi_url
- https://doi.org/10.1145/3800935.3830867
- license
- CC BY 4.0
- summary
- Communication networks can reorganize before those changes become visible in message volume.
- keywords
- entropy dynamics; von Neumann graph entropy; early-warning detection; reuse-based proxy networks; structural reorganization; concentration shifts; prospective monitoring; networked discourse; hypertext; social media interpretability; Internet Research Agency; coordinated behavior; two-layer monitoring; operating conditions
- published
- 2026-09-14
- conference
- HT '26: 37th ACM Conference on Hypertext, London, United Kingdom, September 14–18, 2026
- acm_html_url
- https://dl.acm.org/doi/fullHtml/10.1145/3800935.3830867
- ccs_concepts
- CCS Concepts: • Human-centered computing → Collaborative and social computing~Collaborative and social computing design and evaluation methods~Social network analysis ; Collaborative and social computing~Collaborative and social computing theory, concepts and paradigms~Social media; • Mathematics of computing → Discrete mathematics~Graph theory~Spectra of graphs ; • Human-centered computing~Human computer interaction (HCI)~Interaction paradigms~Hypertext / hypermedia;
- displayAuthor
- Władysław Błocki, Marcin Szewczyk, Andrzej Adamski
- proceedings_url
- https://dl.acm.org/doi/proceedings/10.1145/3800935
- displayPublishTime
- 2026-09-14
- acm_reference_format
- ACM Reference Format: Władysław Błocki, Marcin Szewczyk, and Andrzej Adamski. 2026. Entropy Dynamics for Early Warning in Reuse-Based Communication Networks: Monitoring Structural Reorganization under Limited Observability. In 37th ACM Conference on Hypertext (HT '26), September 14--18, 2026, London, United Kingdom. ACM, New York, NY, USA 11 Pages. https://doi.org/10.1145/3800935.3830867
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