TY - GEN
T1 - Overview of fingerprinting methods for local text reuse detection
AU - Lulu, Leena
AU - Belkhouche, Boumediene
AU - Harous, Saad
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2017/3/16
Y1 - 2017/3/16
N2 - We overview several local text reuse detection methods based on fingerprinting techniques. We first define the context of local text reuse and situate it within the general spectrum of information retrieval in order to pinpoint its particular applicability and challenges. After a brief description of the major text reuse detection approaches, we introduce the general principles of fingerprinting algorithms from an information retrieval perspective. Three classes of fingerprinting methods (overlap, non-overlap, and randomized) are surveyed. Specific algorithms, such as k-gram, winnowing, hailstorm, DCT and hash-breaking, are described. The performance and characteristics of these algorithms are summarized based on data from the literature.
AB - We overview several local text reuse detection methods based on fingerprinting techniques. We first define the context of local text reuse and situate it within the general spectrum of information retrieval in order to pinpoint its particular applicability and challenges. After a brief description of the major text reuse detection approaches, we introduce the general principles of fingerprinting algorithms from an information retrieval perspective. Three classes of fingerprinting methods (overlap, non-overlap, and randomized) are surveyed. Specific algorithms, such as k-gram, winnowing, hailstorm, DCT and hash-breaking, are described. The performance and characteristics of these algorithms are summarized based on data from the literature.
KW - Fingerprinting
KW - Information Retrieval
KW - Plagiarism Detection
KW - Text Reuse
UR - http://www.scopus.com/inward/record.url?scp=85017654348&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85017654348&partnerID=8YFLogxK
U2 - 10.1109/INNOVATIONS.2016.7880050
DO - 10.1109/INNOVATIONS.2016.7880050
M3 - Conference contribution
AN - SCOPUS:85017654348
T3 - Proceedings of the 2016 12th International Conference on Innovations in Information Technology, IIT 2016
BT - Proceedings of the 2016 12th International Conference on Innovations in Information Technology, IIT 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th International Conference on Innovations in Information Technology, IIT 2016
Y2 - 28 November 2016 through 29 November 2016
ER -