Functional semantic categories for art history text - Human labeling and preliminary machine learning

Proceedings of the 1st International Workshop on Metadata Mining for Image Understanding, MMIU 2008 - In Conjunction with VISIGRAPP 2008

Volumn , Issue , 2008, Pages 13-22

  Passonneau, Rebecca J ^a   Yano, Tae ^b   Lippincott, Tom ^c   Klavans, Judith ^d  

^a Columbia University ^*  (United States)

^b Carnegie Mellon University ^*  (United States)

^c Department of Earth and Environmental Sciences   (United States)

^d UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE UNDERSTANDING; INFORMATION THEORY; LABELING; LEARNING SYSTEMS; METADATA; ROBOT LEARNING; SEMANTICS; STATISTICAL TESTS; TECHNICAL PRESENTATIONS;

ART HISTORIES; DESCRIPTIVE METADATAS; DIGITAL IMAGES; FUNCTIONAL RELATIONS; MACHINE LEARNINGS; PILOT STUDIES; SEMANTIC CATEGORIES; SEMI AUTOMATICS; TRAINING AND TESTING; WORK OF ARTS;

TEXT PROCESSING;

EID: 57349131009     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. 3 = alpha (or beta). Technical Report NLE Technote 2005-01, University of Essex, Essex, 2005.
2. M. Baca. Practical Issues in Applying Metadata Schemas and Controlled Vocabularies to Cultural Heritage Information. The Haworth Press, Inc., 2003. Available through Library Literature, last accessed July 25, 2006.
3. H. Chen. An analysis of image queries in the field of art history. Journal of the American Society for Information Science and Technology, pages 260-273, 2001.
4. A. Giral and A. Taylor. Indexing overlap and consistency between the Avery Index to Architectural Periodicals and the Architectural Periodicals Index. Library Resources and Technical Services 37(1): 19-44, 1993.
5. J. Klavans. Using computational linguistic techniques and thesauri for enhancing metadata records in image search: The CLiMB project. Article in preparation.
6. K. Krippendorff. Content Analysis: An Introduction to Its Methodology. Sage Publications, Beverly Hills, CA, 1980.
7. S. S. Layne. Some issues in the indexing of images. Journal of the American Society for Information Science, pages 583-8, 1994.
8. K. Markey. Interindexer consistency tests: a literature review and report of a test of consistency in indexing visual materials. Library and Information Science Research, pages 155-177, 1984.
9. R. Passonneau. Measuring agreement on set-valued items (MASI) for semantic and pragmatic annotation. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC), 2006.
10. R. Passonneau, N. Habash and O. Rambow. Inter-annotatator agreement on a multilingual semantic annotation task. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC), 2006.
11. R. J. Passonneau, D. Elson, R. Blitz, and J. Klavans. CLiMB Toolkit: A case study of iterative evaluation in a multidis ciplinary project. In Proceedings of the Fifth International Conference on Language Resources and Evaluation (LREC), 2006.
12. D. Riedsma and J. Carletta. Reliability measurement: there's no safe limit To appear in Computational Linguistics.
13. I. Witten and E. Frank. Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann: San Fransisco, 2000.