TrendMachine: A Temporal Webpage Resilience Portal
- Resource Type
- Conference
- Authors
- Alam, Sawood; Garg, Kritika; Weigle, Michele C.; Nelson, Michael L.; Graham, Mark; Ayala, Dietrich
- Source
- 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL) JCDL Digital Libraries (JCDL), 2023 ACM/IEEE Joint Conference on. :93-97 Jun, 2023
- Subject
- Computing and Processing
Analytical models
Soft sensors
Mathematical models
Libraries
Data models
Indexes
Portals
TrendMachine
Web Archiving
Resilience
Fixity
Chaos
Memento
- Language
- ISSN
- 2575-8152
We developed TrendMachine, a Sigmoid function-based mathematical model, for temporal assessment of various aspects of a webpage using web archival observations. We implemented an open-source interactive tool powered by the TrendMachine model to analyze URIs against any web archival Capture Index (CDX) data source. Our tool gave interesting insights on various websites and helped us recognize points of interest along their archival timelines.