More Web Proxy on the site http://driver.im/

Article

Bibliographic attribute extraction from erroneous references based on a statistical model

Author:

Atsuhiro TakasuAuthors Info & Claims

JCDL '03: Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries

Pages 49 - 60

Published: 27 May 2003 Publication History

Abstract

In this paper, we propose a method for extracting bibliographic attributes from reference strings captured using Optical Character Recognition (OCR) and an extended hidden Markov model. Bibliographic attribute extraction can be used in two ways. One is reference parsing in which attribute values are extracted from OCR-processed references for bibliographic matching. The other is reference alignment in which attribute values are aligned to the bibliographic record to enrich the vocabulary of the bibliographic database. In this paper, we first propose a statistical model for attribute extraction that represents both the syntactical structure of references and OCR error patterns. Then, we perform experiments using bibliographic references obtained from scanned images of papers in journals and transactions and show that useful attribute values are extracted from OCR-processed references. We also show that the proposed model has advantages in reducing the cost of preparing training data, a critical problem in rule-based systems.

References

[1]

F. H. Ayres, J. A. W. Huggill, and E. J. Yannakoudakis. The universal standard bibligraphic code (usbc): its use for clearing, merging and controlling large databases. Program - Automated Library and Information Systems, 22(2):117--132, 1988.

Digital Library

[2]

A. Belaid, J. C. Anigbogu, and Y. Chenevoy. Qualitative Analysis of Low-Level Logical Structures. In Proc. of International Conference on Electronic Publishing, pages 435--446, 1994.

[3]

H. Bunke and P. S. P. Wang, editors. Handbook of Character Recoginition and Document Image Analysis. World Scientific, 1997.

[4]

D. Devroye, L. Gyorfi, and G. Lugosi. "A Probabilistic Theory of Pattern Recognition". Springer, 1996.

[5]

C. L. Giles, K. D. Bollacker, and S. Lawrence. CiteSeer: An Automatic Citation Indexing System. In Proc. of International Conference on Digital Libraries, pages 89--98, 1998.

Digital Library

[6]

P. Goyal. An investigation of different string coding methods. Journal of the American Society for Information Science, 35(4):248--252, 1984.

[7]

P. Goyal. Duplicate record identification in bibiliographic databases. Information Systems, 12(3):239--242, 1987.

Digital Library

[8]

S. Hitchcock, L. Carr, S. Harris, J. M. N. Hey, and W. Hall. Citatition linking: Improving access to on-line journal. In Proc. of Second ACM Conference on Digital Libraries(DL97), pages 115--122, 1997.

Digital Library

[9]

S. Kahan, T. Pavlidis, and H. S. Baird. On the recognition of printed characters of any font and size. IEEE Trans. on Pattern Analysis and Machine Intelligence, 9(2):274--288, March 1987.

Digital Library

[10]

Karen Kukich. "Techniques for Automtically Correcting Words in Text". ACM Computing Surveys, 24(4):377--439, 1992.

Digital Library

[11]

S. Lawrence, C. L. Giles, and K. D. Bollacker. Digital libraries and autonmous citation indexing. IEEE Computer, 32(6):67--71, June 1999.

Digital Library

[12]

S. Lawrence, C. L. Giles, and K. D. Bollacker. Autonomous citation matching. In Proc. of Third International Conference on Autonomous Agents, 1999.

Digital Library

[13]

Y. Li, D. Lopresti, and A. Tomkins. "Validation of Document Image Defect Models for Optical Character Recognition". In Proc. of 3rd Annual Symposium on Document Analysis and Information Retrieval, pages 137--150, 1994.

[14]

G. Nagy, S. Seth, and M Viswanathan. A prototype document image analysis for technical journals. IEEE Computer, 25(7):10--22, July 1992.

Digital Library

[15]

T. O'Neill, E., A. Rogers, S., and M. Oskins, W. Characteristics of duplicate records in OCLC's online union catalog. Library Resources & Technical Services, 37(1):59--71, 1992.

[16]

F. Parmentier and A. Belaid. "Bibliography References Validation Using Emergent Architecture". In Proc. of IAPR International Conference on Document Analysis and Recognition, pages 532--535, 1995.

Digital Library

[17]

A. Takasu. "Statistical Analysis of Bibliographic Strings for Constructing an Integrated Document Space". In Proc. of European Conference on Research and Advanced Technology for Digital Libraries (ECDL02), pages 75--90, 2002.

Digital Library

[18]

A. Takasu and K. Aihara. "DVHMM: Variable Length Text Recognition Error Model". In Proc. of Internationa Conference on Pattern Recognition (ICPR02), Vol. III, pages 110--114, 2002.

Digital Library

[19]

Vladimir N. Vapnik. "Statistical Learning Theory". John Wiley & Sons, 1998.

[20]

K. Y. Wong, R. G. Casey, and F. M. Wahl. "Document Analysis System". IBM journal Research and Development, 26(6):647--656, 1982.

Digital Library

Cited By

Gao LQi XTang ZLin XLiu YBoughida KHoward BNelson MVan de Sompel HSølvberg I(2012)Web-based citation parsing, correction and augmentationProceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries10.1145/2232817.2232872(295-304)Online publication date: 10-Jun-2012
https://dl.acm.org/doi/10.1145/2232817.2232872
Sautter GBöhm K(2012)Improved bibliographic reference parsing based on repeated patternsProceedings of the Second international conference on Theory and Practice of Digital Libraries10.1007/978-3-642-33290-6_40(370-382)Online publication date: 23-Sep-2012
https://dl.acm.org/doi/10.1007/978-3-642-33290-6_40
Masada TTakasu AShibata YOguri K(2011)Semi-supervised bibliographic element segmentation with latent permutationsProceedings of the 13th international conference on Asia-pacific digital libraries: for cultural heritage, knowledge dissemination, and future creation10.5555/2075271.2075285(60-69)Online publication date: 24-Oct-2011
https://dl.acm.org/doi/10.5555/2075271.2075285
Show More Cited By

Index Terms

Recommendations

Referencing behaviours across disciplines: publication types and common metadata for defining bibliographic references
Abstract
In this work, we investigate existing citation practices by analysing a huge set of articles published in journals to measure which metadata are used across the various scholarly disciplines, independently from the particular citation style ...
Bibliographic component extraction from references based on a text recognition error model

Citation linkage is important for information retrieval and navigation in digital libraries. This paper proposes a novel method to extract bibliographic components from reference strings obtained from scanned document images. The proposed method uses an ...
Character Recognition Based on Attribute-Dependent Programmed Grammar

The recognition of Korean characters by a syntactic method is considered. Korean characters are composed of phonetic symbols in two dimensions and contain very little redundancy. In addition, the phonetic symbols in each character are different in shape ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences

JCDL '03: Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries

May 2003

393 pages

ISBN:0769519393

Conference Chair:
Lois Delcambre
Oregon Health & Science University
,
General Chair:
Geneva Henry
Rice University
,
Program Chair:
Catherine C. Marshall
Microsoft Corporation

Sponsors

SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
SIGIR: ACM Special Interest Group on Information Retrieval
IEEE Technical Committee on Digital Libraries (TC DL)

Publisher

IEEE Computer Society

United States

Publication History

Published: 27 May 2003

Check for updates

Qualifiers

Article

Conference

JCDL03

Sponsor:

JCDL03: Joint Conference on Digital Libraries 2003

May 27 - 31, 2003

Texas, Houston

Acceptance Rates

JCDL '03 Paper Acceptance Rate 54 of 216 submissions, 25%;

Overall Acceptance Rate 415 of 1,482 submissions, 28%

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

23
Total Citations
View Citations
651
Total Downloads

Downloads (Last 12 months)1
Downloads (Last 6 weeks)0

Reflects downloads up to 24 Dec 2024

Other Metrics

View Author Metrics

Citations

Cited By

Gao LQi XTang ZLin XLiu YBoughida KHoward BNelson MVan de Sompel HSølvberg I(2012)Web-based citation parsing, correction and augmentationProceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries10.1145/2232817.2232872(295-304)Online publication date: 10-Jun-2012
https://dl.acm.org/doi/10.1145/2232817.2232872
Sautter GBöhm K(2012)Improved bibliographic reference parsing based on repeated patternsProceedings of the Second international conference on Theory and Practice of Digital Libraries10.1007/978-3-642-33290-6_40(370-382)Online publication date: 23-Sep-2012
https://dl.acm.org/doi/10.1007/978-3-642-33290-6_40
Masada TTakasu AShibata YOguri K(2011)Semi-supervised bibliographic element segmentation with latent permutationsProceedings of the 13th international conference on Asia-pacific digital libraries: for cultural heritage, knowledge dissemination, and future creation10.5555/2075271.2075285(60-69)Online publication date: 24-Oct-2011
https://dl.acm.org/doi/10.5555/2075271.2075285
Masada T(2011)Unsupervised Segmentation of Bibliographic Elements with Latent PermutationsInternational Journal of Organizational and Collective Intelligence10.4018/joci.20110401042:2(49-62)Online publication date: 1-Apr-2011
https://dl.acm.org/doi/10.4018/joci.2011040104
Masada TShibata YOguri K(2010)Unsupervised segmentation of bibliographic elements with latent permutationsProceedings of the 2010 international conference on Web information systems engineering10.5555/2044492.2044517(254-267)Online publication date: 12-Dec-2010
https://dl.acm.org/doi/10.5555/2044492.2044517
Kan MLuong MNguyen T(2010)Logical Structure Recovery in Scholarly Articles with Rich Document FeaturesInternational Journal of Digital Library Systems10.4018/jdls.20101001011:4(1-23)Online publication date: 1-Oct-2010
https://dl.acm.org/doi/10.4018/jdls.2010100101
Mahdi AJoorabchi A(2010)A citation-based approach to automatic topical indexing of scientific literatureJournal of Information Science10.1177/016555151038808036:6(798-811)Online publication date: 1-Dec-2010
https://dl.acm.org/doi/10.1177/0165551510388080
Ohta MHachiki TTakasu A(2009)Using web resources for support of online-browsing of research papersProceedings of the 10th IEEE international conference on Information Reuse & Integration10.5555/1689250.1689313(348-353)Online publication date: 10-Aug-2009
https://dl.acm.org/doi/10.5555/1689250.1689313
Gao LTang ZLin XHeath FRice-Lively MFuruta R(2009)CEBBIPProceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries10.1145/1555400.1555412(73-76)Online publication date: 15-Jun-2009
https://dl.acm.org/doi/10.1145/1555400.1555412
Heidorn PWei QDekkers MNeuroth H(2008)Automatic metadata extraction from museum specimen labelsProceedings of the 2008 International Conference on Dublin Core and Metadata Applications10.5555/1503418.1503425(57-68)Online publication date: 22-Sep-2008
https://dl.acm.org/doi/10.5555/1503418.1503425
Show More Cited By

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Full Access

Get this Publication

View options

PDF

View or Download as a PDF file.

eReader

View online with eReader.

Media

Figures

Other

Tables

View Table of Contents