rwfork

A repository that includes the code for experiments for paper "Characterizing Knowledge Manipulation in a Russian Wikipedia Fork"

https://github.com/trokhymovych/rwfork

Science Score: 67.0%

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    Found 4 DOI reference(s) in README
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    Links to: zenodo.org
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    Low similarity (8.7%) to scientific vocabulary
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Repository

A repository that includes the code for experiments for paper "Characterizing Knowledge Manipulation in a Russian Wikipedia Fork"

Basic Info
  • Host: GitHub
  • Owner: trokhymovych
  • License: apache-2.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 2.06 MB
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Created 11 months ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

RWFork Knowledge Manipulation Analysis

scketch

A repository that includes the code for experiments for paper "Characterizing Knowledge Manipulation in a Russian Wikipedia Fork" accepted to ICWSM'25.

In the paper, we analyze the edits made by editors of the Russian Wikipedia Fork (RWFork, ruwiki.ru) to the original Russian Wikipedia articles between May and September 2023.

The final curated dataset is available at - Zenodo: DOI


Structure:

  • 01-relevance_evaluation.ipynb code used for answering RQ1 (Evaluating the RELEVANCE OF CHANGED ARTICLES).
  • 02-NE-EDA.ipynb code with analysis of named entities changes in text. (RQ2)
  • 03-temporal-analysis.ipynb code for temporal patterns analysis in editing activity. (RQ2)
  • 04-geospatialtopicanalysis_references.ipynb code for analysis of patterns in categories, topics, locations. (RQ2)
  • 05-iterative_clustering.ipynb code for clustering changes and defining changes taxonomy. (RQ3)

📚 Cite This Work

@article{rwfork, title={Characterizing Knowledge Manipulation in a Russian Wikipedia Fork}, volume={19}, url={https://ojs.aaai.org/index.php/ICWSM/article/view/35910}, DOI={10.1609/icwsm.v19i1.35910}, number={1}, journal={Proceedings of the International AAAI Conference on Web and Social Media}, author={Trokhymovych, Mykola and Kosovan, Oleksandr and Forrester, Nathan and Aragón, Pablo and Saez-Trumper, Diego and Baeza-Yates, Ricardo}, year={2025}, month={Jun.}, pages={1924-1936} }

📄 You can also use the CITATION.cff file for citation tools like GitHub's "Cite this repository" button.

Owner

  • Name: Mykola Trokhymovych
  • Login: trokhymovych
  • Kind: user
  • Company: Universitat Pompeu Fabra (UPF)

Predoctoral researcher @ Universitat Pompeu Fabra (UPF)

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this work, please cite it using the following metadata."
title: "Characterizing Knowledge Manipulation in a Russian Wikipedia Fork"
authors:
  - family-names: Trokhymovych
    given-names: Mykola
  - family-names: Kosovan
    given-names: Oleksandr
  - family-names: Forrester
    given-names: Nathan
  - family-names: Aragón
    given-names: Pablo
  - family-names: Saez-Trumper
    given-names: Diego
  - family-names: Baeza-Yates
    given-names: Ricardo
date-released: 2025-04-22
identifiers:
  - type: arXiv
    value: 2504.10663
  - type: url
    value: https://arxiv.org/abs/2504.10663
type: article
license: "arXiv"

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