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CREATION
Title : Named entity recognition and dependency parsing for better concept extraction in summary obfuscation detection
Author :

Umar Taufiq, S.Kom., M.Cs. (1) Prof. Dr.-Ing. Mhd. Reza M. I. Pulungan, S.Si., M.Sc. (2) Dr. Yohanes Suyanto, M.I.Kom. (3)
Date : 0 2023
Keyword : Summary obfuscation, idea plagiarism, Named Entity Recognition, Dependency Parsing, information anchors, cosine similarity Summary obfuscation, idea plagiarism, Named Entity Recognition, Dependency Parsing, information anchors, cosine similarity
Abstract : Summary obfuscation is a type of idea plagiarism where a summary of a text document is inserted into another text document so that it is more difficult to detect with ordinary plagiarism detection methods. Various methods have been developed to overcome this problem, one of which is based on genetic algorithms. This paper proposes a new approach for summary obfuscation detection based on named entity recognition and dependency parsing, which is straightforward but accurate and easy to analyze compared to genetic algorithm-based methods. The proposed method successfully detects summary obfuscation at the document level more accurately than existing genetic algorithm-based methods. Our method produced accuracy at sentence level up to more than 84% for specific benchmark and threshold cases. In addition, we have also tested our proposed method on other types of plagiarism, and the resulting accuracy is excellent.
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
No Title Document Type Action
1 TPS-ESWA-23.pdf
Document Type : [PAK] Full Dokumen
[PAK] Full Dokumen View
2 TPS-ESWA-23-turnitin.pdf
Document Type : [PAK] Cek Similarity
[PAK] Cek Similarity View
3 Bukti-Korespondensi-S3-UT-2024-Plus-Tahapan-Paper.pdf
Document Type : [PAK] Bukti Korespondensi Penulis
[PAK] Bukti Korespondensi Penulis View
4 form-L1-surat pernyataan_penghargaan-karya-ilmiah-sudah-terbit-2024 (2024 04 04 0454)-UmarTaufiq-signed.pdf
Document Type : Dokumen Pendukung Karya Ilmiah (Hibah, Publikasi, Penelitian, Pengabdian)
Dokumen Pendukung Karya Ilmiah (Hibah, Publikasi, Penelitian, Pengabdian) View