Interpretable Classification of Wiki-Review Streams
Explore this paper's citation graph
Summary
The goal of this work is to anticipate and explain which reviews to revert, so editors are informed why their edits will be reverted and the final classification fairer.
- Type
- article
- Published
- 2024-05-28
- Cited by
- 1
- References
- 79
- Access
- Open access
- OpenAlex
- https://openalex.org/W4389692470
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:266283770
Keywords
Computer science, STREAMS, Information retrieval, World Wide Web, Data science
References
- WHAD: Wikipedia historical attributes data - Historical structured data extraction and vandalism detection from the Wikipedia edit history
- WikiTrust: Content-Driven Reputation for the Wikipedia
- Your Day in 'Wiki-Court': ADR, Fairness, and Justice in Wikipedia's Global Community
- Revisiting reverts: accurate revert detection in wikipedia
- SmartWiki: A reliable and conflict-refrained Wiki model based on reader differentiation and social context analysis
- VEWS: A Wikipedia Vandal Early Warning System
- Read What You Trust: An Open Wiki Model Enhanced by Social Context
- Wikipedia vandalism detection
- SigmoRep: A Robust Reputation Model for Open Collaborative Environments
- Vandalism detection in Wikipedia: a high-performing, feature-rich model and its reduction through Lasso
- Ranking of Wikipedia articles in search engines revisited: Fair ranking for reasonable quality?
- Language of Vandalism: Improving Wikipedia Vandalism Detection via Stylometric Analysis
- The illiterate editor: metadata-driven revert detection in Wikipedia
- Editing Behavior to Recognize Authors of Crowdsourced Content
- “Why Should I Trust You?”: Explaining the Predictions of Any Classifier
- Comparing the Pearson and Spearman correlation coefficients across distributions and sample sizes: A tutorial using simulations and empirical data.
- Vandalism Detection in Wikidata
- Measuring Quality of Collaboratively Edited Documents: The Case of Wikipedia
- Detecting vandalism on English Wikipedia using LNSMOTE resampling and Cascaded Random Forest classifier
- Building Automated Vandalism Detection Tools for Wikidata
Cited by
Related papers
- ИСПОЛЬЗОВAНИЕ ПОТЕНЦИAЛA СОЦИAЛЬНЫХ ПAРТНЕРОВ В ПОДГОТОВКЕ БУДУЩИХ ПЕДAГОГОВ
- DETERMINING QUALITY REQUIREMENTS AT THE UNIVERSITIES TO IMPROVE THE QUALITY OF EDUCATION
- The influence of water quality on macroinvertebrate community responses to copper in outdoor experimental streams
- A Comparison of Fish Community Composition of Headwater and Adventitious Streams in a Coldwater River System
- Time of travel of selected Arkansas streams
- Acid Sensitivity of Three Large Nepalese Catchments: Case Study of Bhote Kosi, Everest and Langtang
- Geochemical Interpretation of Water Analyses from Tennessee Streams
- Temporal and spatial variability of invertebrate communities in potential reference headwater streams of the Georgia Piedmont