A metadata generation system for scanned scientific volumes

Proceedings of the ACM International Conference on Digital Libraries

Volumn , Issue , 2008, Pages 167-176

  Lu, Xiaonan ^a   Kahle, Brewster ^b   Wang, James Z ^a,c   Giles, C Lee ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b Internet Archive   (United States)

^c CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Metadata generation; Scanned journal

Indexed keywords

CULTURAL ARTIFACTS; HISTORICAL DOCUMENTS; INTERNAL STRUCTURES; INTERNET ARCHIVES; LIBRARY USERS; METADATA GENERATION; REAL-WORLD; SCANNED JOURNAL; SCIENTIFIC PUBLICATIONS; TEXT FEATURES; TOOLS AND METHODS;

LIBRARIES; METADATA;

DIGITAL LIBRARIES;

EID: 57649210210     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1378889.1378918     Document Type: Conference Paper

References (24)

1. Biodiversity Heritage Library. http://www.biodiversitylibrary.org.
2. Djvu Zone, http://www.djvuzone.org.
3. Dublin Core Metadata Initiative. http://dublincore. org.
4. Gem. http://www.thegateway.org.
5. Google Book Search, http://books.google.com.
6. Internet Archive, http://www.archive.org.
7. Smithsonian Institute, http://www.si.edu.
8. The Universal Digital Library. In http://www.ulib.org.
9. W. Y. Arms, C Blanchi, and E. A. Overly. An Architecture for Information in Digital Libraries. 1997.
10. H. Besser. The Next Stage: Moving from Isolated Digtal Collections to Interoperable Digital Libraries. http://www.firstmonday.dk/issues/issue7-6/ besser. 2002.
11. F. Cesarini, M. Lastri, S. Marinai, and G. Soda. Page classification for meta-data extraction from digital collections. In Database and Expert Systems Applications, pages 82-91, 2001.
12. N. Dushay. Localizing experience of digital content via structural metadata. In Proceedings of the ACM/IEEE joint conference on Digital libraries, pages 244-252, New York, NY, USA, 2002. ACM.
13. C. L. Giles, K. Bollacker, and S. Lawrence. Citeseer: An automatic citation indexing system. In Proceedings of the International Conference on Digital Libraries, pages 89-98, 1998.
14. G. Giuffrida, E. C. Shek, and J. Yang. Knowledge-based metadata extraction from postscript files. In Proceedings of the International Conference on Digital Libraries, pages 77-84, 2000.
15. H. Han, C. L. Giles, E. Manavoglu, H. Zha, Z. Zhang, and E. A. Fox. Automatic document metadata extraction using support vector machines. In JCDL '03: Proceedings of the 3rd ACM/IEEE-CS Joint Conference on Digital Libraries, pages 37-48, 2003.
16. Y. Hu, H. Li, Y. Cao, D. Meyerzon, and Q. Zheng. Automatic extraction of titles from general documents using machine learning. In JCDL '05: Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries, pages 145-154, 2005.
17. N. Japkowicz and S. Stephen. The class imbalance problem: A systematic study. In Intelligent Data Analysis, pages 429-449, 2002.
18. T. Joachims. Making large-scale svm learning practical. In Advances in Kernel Methods - Support Vector Learning, 1999.
19. M. Kubat and S. Matwin. Addressing the curse of imbalanced training sets:one-sided selection. In International Conference on Machine Learning, pages 179-186, 1997.
20. V. I. Levenshtein. Binary codes capable of correcting deletions, insertions, and reversals. In Soviet Physics Doklady, pages 707-710, 1966.
21. Y. Liu, E. Shriberg, A. Stoicke, B. Peskin, J. Aug, D. Hillard, M. Ostendorf, M. Tomalin, P. Woodland, and M. Harper. Structural metadata research in the ears program. In Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, pages 957-960, 2005.
22. S. Mao, J. W. Kim, and G. R. Thoma. A dynamic feature generation system for automated metadata extraction in preservation of digital materials. In Proceedings of the International Workshop on Document Image Analysis for Libraries, pages 225-232, Washington, DC, USA, 2004. IEEE Computer Society.
23. Y. Petinot, C Giles, V. Bhatnagar, P. Teregowda, H. Han, and I. Councill. A service-oriented architecture for digital libraries. In International Conference on Service Oriented Computing, pages 263-268, 2004.
24. R. Wendler. LDI Update: Metadata in the Library. Library Notes, no. 1286 (July/August): 4-5, 1999.