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Plagiarism Detector

This repo is provides all the code from this TBD blog post

When successfully run, you will get output that shows how similar some documents are to the original text and which ones are suspected of plagiarism.

                Group Person Task Category Native English  Knowledge  Difficulty  difference  plagiarized
g4pE_taskb.txt      4      E    b    light     non-native          3           2    0.000069         True
g0pA_taskb.txt      0      A    b      cut         native          4           3    0.000078         True
g2pE_taskb.txt      2      E    b    light     non-native          3           2    0.000174         True
g3pA_taskb.txt      3      A    b    heavy         native          3           2    0.000237         True
g0pD_taskb.txt      0      D    b    light     non-native          2           2    0.000242         True
g0pE_taskb.txt      0      E    b    heavy     non-native          2           2    0.000269         True
g2pA_taskb.txt      2      A    b    heavy         native          3           2    0.000271         True
g1pD_taskb.txt      1      D    b      cut         native          4           1    0.000279         True
g1pA_taskb.txt      1      A    b    heavy         native          4           3    0.000332         True
g0pB_taskb.txt      0      B    b      non         native          3           3    0.000340        False
g2pC_taskb.txt      2      C    b      non         native          5           3    0.000343        False
g1pB_taskb.txt      1      B    b      non         native          5           4    0.000359        False
g3pC_taskb.txt      3      C    b      non         native          4           3    0.000360        False
g2pB_taskb.txt      2      B    b      non         native          4           3    0.000362        False
g4pC_taskb.txt      4      C    b      non     non-native          2           2    0.000365        False
g3pB_taskb.txt      3      B    b      non         native          2           3    0.000372        False
g0pC_taskb.txt      0      C    b      non         native          3           3    0.000376        False
g4pD_taskb.txt      4      D    b      cut     non-native          5           1    0.000379        False
g4pB_taskb.txt      4      B    b      non     non-native          5           1    0.000390        False

Installation Instructions

Prerequisites

  1. (optional) Docker

Download and install

git clone https://github.com/PluribusDigital/plagiarism-detector.git
cd plagiarism-detector

Run in your local environment

<set your favorite virtual environment up>
pip install -r requirements.txt
python src/app.py {taska,taskb,taskc,taskd,taske}

Run using Docker

docker-compose up --build
docker-compose down

References

  1. A Corpus of Plagiarised Short Answers
  2. Triangle/Sector similarity
  3. How to Use Tfidftransformer & Tfidfvectorizer?