ISSN2320-2882
Impact Factor9.17
UGC ParametersAligned
Low Cost₹1501 / $59
CrossRefDOI
ESTD2013
Peer ReviewTransparent
AccessOpen
Submission: Always Open
Paper Title
Offline Text Matching and Plagiarism Detection
Authors
Akansha Uike , Shweta Tayade , Ankita Gulde , Aakanksha Tiwari , Priyanka Patil
Keywords
Plagiarism Detection, Offline Systems, Machine Learning, TF-IDF, Cosine Similarity, Text Similarity, NLP
Abstract
Plagiarism has become a significant concern in academic and content-driven environments due to the widespread availability of digital resources. Most existing plagiarism detection systems operate online and depend on cloud-based databases, raising issues related to data privacy, cost, and accessibility in low-connectivity environments. This paper presents an offline plagiarism detection system using machine learning techniques. The proposed system performs text preprocessing, feature extraction using TF-IDF, and similarity computation using cosine similarity to detect potential plagiarism within a locally maintained document repository. It generates similarity reports with percentage scores and highlights overlapping content for easy interpretation. Experimental evaluation demonstrates that the system effectively detects direct and partial plagiarism with acceptable accuracy in offline environments. The solution provides a privacy-preserving and cost-effective alternative suitable for educational institutions and organizations with limited internet access.
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How To Cite
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IJCRT — journal style
"Offline Text Matching and Plagiarism Detection", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 3, page no.j242-j247, March 2026, Available :https://ijcrt.org/papers/IJCRT26A3113.pdf
APA — 7th edition
Uike, A., Tayade, S., Gulde, A., Tiwari, A., & Patil, P. (2026). Offline Text Matching and Plagiarism Detection. International Journal of Creative Research Thoughts, 14(3), j242-j247. https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113
MLA — 9th edition
Uike, Akansha, et al. "Offline Text Matching and Plagiarism Detection." International Journal of Creative Research Thoughts, vol. 14, no. 3, 2026, pp. j242-j247, https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113.
Chicago — 17th, bibliography
Uike, Akansha, et al. "Offline Text Matching and Plagiarism Detection." International Journal of Creative Research Thoughts 14, no. 3 (2026): j242-j247. https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113.
Harvard — author–date
Uike, A. et al. (2026) 'Offline Text Matching and Plagiarism Detection', International Journal of Creative Research Thoughts, 14(3), pp. j242-j247. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113
IEEE — numbered reference
A. Uike, S. Tayade, A. Gulde, A. Tiwari and P. Patil, "Offline Text Matching and Plagiarism Detection," IJCRT, vol. 14, no. 3, pp. j242-j247, Mar. 2026.
Vancouver — biomedical
Uike A, Tayade S, Gulde A, Tiwari A, Patil P. Offline Text Matching and Plagiarism Detection. IJCRT. 2026 Mar;14(3):j242-j247.
AMA — 11th edition
Uike A, Tayade S, Gulde A, Tiwari A, Patil P. Offline Text Matching and Plagiarism Detection. IJCRT. 2026;14(3):j242-j247. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT26A3113,
author = {Akansha Uike and Shweta Tayade and Ankita Gulde and Aakanksha Tiwari and Priyanka Patil},
title = {Offline Text Matching and Plagiarism Detection},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {3},
pages = {j242-j247},
year = {2026},
month = {March},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Uike, Akansha
AU - Tayade, Shweta
AU - Gulde, Ankita
AU - Tiwari, Aakanksha
AU - Patil, Priyanka
TI - Offline Text Matching and Plagiarism Detection
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 3
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113
SP - j242-j247
ER -
Issue
Volume 14 Issue 3,
March-2026
Pages : j242-j247
Article Information
- Pages
- j242-j247
- Published
- March 2026
- Registration ID
- IJCRT_304497
- Published Paper ID
- IJCRT26A3113
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- Amravati, Maharashtra, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 166
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT26A3113
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT26A3113.pdf
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International Journal of Creative Research Thoughts
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2320-2882
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The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.
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