Interactive learning of structural shape descriptions from automatically generated near-miss examples

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn 2006, Issue , 2006, Pages 210-217

  Hammond, Tracy ^a   Davis, Randall ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Active learning; Ladder; Near miss; Shape description; Sketch recognition; Structural description; User interfaces

Indexed keywords

ACTIVE LEARNING; LADDER; NEAR-MISS; SHAPE DESCRIPTION; SKETCH RECOGNITION; STRUCTURAL DESCRIPTION;

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL METHODS; FORMAL LANGUAGES; LEARNING SYSTEMS; PROGRAM DEBUGGING; SOFTWARE ENGINEERING; USER INTERFACES;

INTERACTIVE COMPUTER SYSTEMS;

EID: 33746101089     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1111449.1111495     Document Type: Conference Paper

References (11)

1. D. Cohn, L. Atlas, and R. Ladner. Improving generalization with active learning. In Machine Learning, pages 201-221, 1994.
2. G. Costagliola, G. Tortora, S. Orefice, and D. Lucia. Automatic generation of visual programming environments. In IEEE Computer, pages 56-65, 1995.
3. M. D. Gross. The electronic cocktail napkin - a computational environment for working with design diagrams. Design Studies, 17:53-69, 1996.
4. T. Hammond and R. Davis. LADDER: A language to describe drawing, display, and editing in sketch recognition. Proceedings of the 2003 International Joint Conference on Artificial Intelligence (IJCAI), 2003.
5. T. Hammond and R. Davis. Automatically transforming symbolic shape descriptions for use in sketch recognition. Proceedings of the Nineteenth National Conference on Artificial Intelligence (AAAI-04), pages 450-456, 2004.
6. T. Hammond and R. Davis. Shady: A shape description debugger for use in sketch recognition. AAAI Fall Symposium on Making Pen-Based Interaction Intelligent and Natural, 2004.
7. A. C. Long. Quill: a Gesture Design Tool for Pen-based User Interfaces. Eecs department, computer science division, U.C. Berkeley, Berkeley, California, December 2001.
8. O. Veselova and R. Davis. Perceptually based learning of shape descriptions. Proceedings of the Nineteenth National Conference on Artificial Intelligence (AAAI-04), pages 482-487, 2004.
9. VoiceXML Forum, http://www.voicexml.org/specs/VoiceXML-100.pdf. Voice extensible Markup Language, 1.00 edition, March 07 2000.
10. P. H. Winston. Learning structural description from examples. Psychology of Computer Vision, 1975.
11. Zue and Glass. Conversational interfaces: Advances and challenges. Proc IEEE, pages 1166-1180, 2000.