A Probabilistic Framework for Recognizing Intention in Information Graphics

Elzer, Stephanie; Carberry, Sandra; Zukerman, Ingrid; Chester, Daniel; Green, Nancy L.; Demir, Seniz

A Probabilistic Framework for Recognizing Intention in Information Graphics

Stephanie Elzer, Sandra Carberry, Ingrid Zukerman, Daniel Chester, Nancy L. Green, Seniz Demir

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Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence. Pages 1042-1046.

Abstract

This paper extends language understanding and plan inference to information graphics. We identify the kinds of communicative signals that appear in information graphics, describe how we utilize them in a Bayesian network that hypothesizes the graphic’s intended message, and discuss the performance of our implemented system. This work is part of a larger project aimed at making information graphics accessible to individuals with sight impairments.

Stephanie Elzer, Sandra Carberry, Ingrid Zukerman, Daniel Chester, Nancy L. Green, and Seniz Demir. 2005. A Probabilistic Framework for Recognizing Intention in Information Graphics. In Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, IJCAI-05. IJCAI, 1042–1046. https://ijcai.org/proceedings/2005/46

@inproceedings{ijcai2005p46,
  title     = {A Probabilistic Framework for Recognizing Intention in Information Graphics},
  author    = {Elzer, Stephanie and Carberry, Sandra and Zukerman, Ingrid and Chester, Daniel and Green, Nancy L. and Demir, Seniz},
  booktitle = {Proceedings of the Nineteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-05}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  pages     = {1042--1046},
  year      = {2005},
  url       = {https://ijcai.org/proceedings/2005/46},
}

TY  - CPAPER
TI  - A Probabilistic Framework for Recognizing Intention in Information Graphics
AU  - Elzer, Stephanie
AU  - Carberry, Sandra
AU  - Zukerman, Ingrid
AU  - Chester, Daniel
AU  - Green, Nancy L.
AU  - Demir, Seniz
T2  - Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, IJCAI-05
PB  - International Joint Conferences on Artificial Intelligence
PY  - 2005
SP  - 1042
EP  - 1046
UR  - https://ijcai.org/proceedings/2005/46
ER  -