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A preliminary study on similarity-preserving digital book identifiers. / Vladimir, Klemo; Silic, Marin
; Romic, Nenad et al.
Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities: LaTeCH 2015. ed. / Kalliopi A. Zervanou; Marieke van Erp; Beatrice Alex. Beijing: Association for Computational Linguistics (ACL), 2015. p. 78-83.
Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Harvard
Vladimir, K, Silic, M
, Romic, N, Delac, G & Srbljic, S 2015,
A preliminary study on similarity-preserving digital book identifiers. in KA Zervanou, M van Erp & B Alex (eds),
Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities: LaTeCH 2015. Association for Computational Linguistics (ACL), Beijing, pp. 78-83, 9th Socio-Economic Sciences and Humanities Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities - SIGHUM 2015, Peking, China,
26.07.15. <
http://www.aclweb.org/anthology/W15-3700.pdf>
APA
Vladimir, K., Silic, M.
, Romic, N., Delac, G., & Srbljic, S. (2015).
A preliminary study on similarity-preserving digital book identifiers. In K. A. Zervanou, M. van Erp, & B. Alex (Eds.),
Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities: LaTeCH 2015 (pp. 78-83). Association for Computational Linguistics (ACL).
http://www.aclweb.org/anthology/W15-3700.pdfVancouver
Vladimir K, Silic M
, Romic N, Delac G, Srbljic S.
A preliminary study on similarity-preserving digital book identifiers. In Zervanou KA, van Erp M, Alex B, editors, Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities: LaTeCH 2015. Beijing: Association for Computational Linguistics (ACL). 2015. p. 78-83
Bibtex
@inbook{75808cc943944961b64f45e3d92291c8,
title = "A preliminary study on similarity-preserving digital book identifiers",
abstract = "Due to proliferation of digital publishing, e-book catalogs are abundant but noisy and unstructured. Tools for the digital librarian rely on ISBN, metadata embedded into digital files (without accepted standard) and cryptographic hash functions for the identification of coderivative or nearduplicate content. However, unreliability of metadata and sensitivity of hashing toeven smallest changes prevents efficient detection of coderivative or similar digital books. Focus of the study are books with many versions that differ in certain amount of OCR errors and have a number of sentence-length variations. Identification of similar books is performed using small-sized fingerprints that can be easily shared and compared. We created synthetic datasets to evaluate fingerprinting accuracy while providing standard precision and recall measurements.",
keywords = "Digital media",
author = "Klemo Vladimir and Marin Silic and Nenad Romic and Goran Delac and Sinisa Srbljic",
note = "Funding Information: This work was supported in part by the Croatian science foundation through the Recommender System for Service-oriented Architecture research project and in part by Leuphana Universit{\"a}t L{\"u}neburg, DCRL Digital Cultures Research Lab. The authors would like to thank Robert M. Ochshorn and Goran Glavasˇ for their invaluable comments and suggestions and Project Gutenberg for their book collection. Publisher Copyright: {\textcopyright} 2015 Proceedings of the Annual Meeting of the Association for Computational Linguistics.; 9th Socio-Economic Sciences and Humanities Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities - SIGHUM 2015, LaTeCH SIGHUM workshop 2015 ; Conference date: 26-07-2015 Through 30-07-2015",
year = "2015",
language = "English",
pages = "78--83",
editor = "Zervanou, {Kalliopi A.} and {van Erp}, Marieke and Beatrice Alex",
booktitle = "Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities",
publisher = "Association for Computational Linguistics (ACL)",
address = "United States",
url = "https://aclanthology.info/volumes/proceedings-of-the-9th-sighum-workshop-on-language-technology-for-cultural-heritage-social-sciences-and-humanities-latech, https://sighum.wordpress.com/events/latech-2015/",
}
RIS
TY - CHAP
T1 - A preliminary study on similarity-preserving digital book identifiers
AU - Vladimir, Klemo
AU - Silic, Marin
AU - Romic, Nenad
AU - Delac, Goran
AU - Srbljic, Sinisa
N1 - Conference code: 9
PY - 2015
Y1 - 2015
N2 - Due to proliferation of digital publishing, e-book catalogs are abundant but noisy and unstructured. Tools for the digital librarian rely on ISBN, metadata embedded into digital files (without accepted standard) and cryptographic hash functions for the identification of coderivative or nearduplicate content. However, unreliability of metadata and sensitivity of hashing toeven smallest changes prevents efficient detection of coderivative or similar digital books. Focus of the study are books with many versions that differ in certain amount of OCR errors and have a number of sentence-length variations. Identification of similar books is performed using small-sized fingerprints that can be easily shared and compared. We created synthetic datasets to evaluate fingerprinting accuracy while providing standard precision and recall measurements.
AB - Due to proliferation of digital publishing, e-book catalogs are abundant but noisy and unstructured. Tools for the digital librarian rely on ISBN, metadata embedded into digital files (without accepted standard) and cryptographic hash functions for the identification of coderivative or nearduplicate content. However, unreliability of metadata and sensitivity of hashing toeven smallest changes prevents efficient detection of coderivative or similar digital books. Focus of the study are books with many versions that differ in certain amount of OCR errors and have a number of sentence-length variations. Identification of similar books is performed using small-sized fingerprints that can be easily shared and compared. We created synthetic datasets to evaluate fingerprinting accuracy while providing standard precision and recall measurements.
KW - Digital media
UR - http://www.scopus.com/inward/record.url?scp=85122502213&partnerID=8YFLogxK
M3 - Article in conference proceedings
SP - 78
EP - 83
BT - Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities
A2 - Zervanou, Kalliopi A.
A2 - van Erp, Marieke
A2 - Alex, Beatrice
PB - Association for Computational Linguistics (ACL)
CY - Beijing
T2 - 9th Socio-Economic Sciences and Humanities Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities - SIGHUM 2015
Y2 - 26 July 2015 through 30 July 2015
ER -
