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Continuous professional development: An overview from English language teachers in east Kalimantan
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In: Journal of Applied Linguistics and Literature, Vol 7, Iss 1, Pp 51-62 (2022) (2022)
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42 |
Generalizability of Writing Scores and Language Program Placement Decisions: Score Dependability, Task Variability, and Score Profiles on an ESL Placement Test
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In: Studies in Applied Linguistics & TESOL, Vol 21, Iss 2 (2022) (2022)
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43 |
Males and females’ complimenting behaviour on the celebrities’ Instagram comments
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In: Journal of Applied Linguistics and Literature, Vol 7, Iss 1, Pp 76-103 (2022) (2022)
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44 |
Automatic Detection of Plagiarism in Writing
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In: Studies in Applied Linguistics & TESOL, Vol 21, Iss 2 (2022) (2022)
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Abstract:
This paper reports on preliminary steps to create an external plagiarism detection tool. I used the PAN-PC-11 data sets and extracted tf-idf scores of text documents and cosine similarity measures between source and suspicious documents to find text overlap. The model was able to successfully create vectors and measure the similarity metrics. However, the algorithm was not extended further to automatically retrieve related documents to follow on the pipeline (converting texts to n-grams for detailed analysis and revealing the best match as a source of plagiarism and evaluating the accuracy of the model). The model produced a matrix of cosine similarity for all the documents, which I used to manually retrieve documents and check for overlap using online tools. While extending the algorithm based on the suggested pipeline would allow for a more accurate evaluation of the model, manual comparison of sample documents provided some validity of the model developed for the present study.
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Keyword:
cosine similarity; English language; LB5-3640; PE1-3729; plagiarism detection; similarity metrics; Theory and practice of education
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URL: https://doaj.org/article/167fb1f0d3514c5bbab58ea8708c6eff https://doi.org/10.52214/salt.v21i2.9058
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45 |
Readers' Credits for Volume 21, Issue 2
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In: Studies in Applied Linguistics & TESOL, Vol 21, Iss 2 (2022) (2022)
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The Justificative Discourse of Louis de Condé during the Second and Third Wars of Religion (1567-1568)
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In: Argumentum: Journal of the Seminar of Discursive Logic, Argumentation Theory and Rhetoric, Vol 20, Iss 1, Pp 33-58 (2022) (2022)
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