Automating the design of graphical presentations of relational information
ACM Transactions on Graphics (TOG)
Data characterization for intelligent graphics presentation
CHI '90 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Task-analytic approach to the automated design of graphic presentations
ACM Transactions on Graphics (TOG)
Automating the design of network diagrams
Automating the design of network diagrams
Plan-based integration of natural language and graphics generation
Artificial Intelligence - Special volume on natural language processing
Intelligent multimedia interfaces
Intelligent multimedia interfaces
Intelligent multimedia presentation systems: research and principles
Intelligent multimedia interfaces
Automating the generation of coordinated multimedia explanations
Intelligent multimedia interfaces
Interactive graphic design using automatic presentation knowledge
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using argumentation to control lexical choice: a functional unification implementation
Using argumentation to control lexical choice: a functional unification implementation
Participating in explanatory dialogues: interpreting and responding to questions in context
Participating in explanatory dialogues: interpreting and responding to questions in context
Planning text for advisory dialogues: capturing intentional and rhetorical information
Computational Linguistics
Integrating planning and task-based design for multimedia presentation
Proceedings of the 2nd international conference on Intelligent user interfaces
Negotiation for automated generation of temporal multimedia presentations
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Task-sensitive cinematography interfaces for interactive 3D learning environments
IUI '98 Proceedings of the 3rd international conference on Intelligent user interfaces
Generating coordinated natural language and 3D animations for complex spatial explanations
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Student-sensitive multimodal explanation generation for 3D learning environments
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
User Modeling and User-Adapted Interaction
Figure captions in visual interfaces
AVI '98 Proceedings of the working conference on Advanced visual interfaces
A representation for complex and evolving data dependencies in generation
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
Multi-document summarization by visualizing topical content
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Using summarization for automatic briefing generation
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Reinterpretation of an existing NLG system in a generic generation architecture
INLG '00 Proceedings of the first international conference on Natural language generation - Volume 14
A mechanism for multimodal presentation planning based on agent cooperation and negotiation
Human-Computer Interaction
Multi-document summarization by visualizing topical content
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Using summarization for automatic briefing generation
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
AutoBrief: a multimedia presentation system for assisting data analysis
Computer Standards & Interfaces
Realtime generation of customized 3D animated explanations for knowledge-based learning environments
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Dynamically sequencing an animated pedagogical agent
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
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Graphical presentations can he used to communicate information in relational data sets suffciently and effectively However novel graphical presentations about numerous attributes and their relationships are often difficult to understand completely until explained Automatically generated graphical presenlations must therefore either be limited to simple conventional ones or risk incornprehensibility One way of alleviating this problem is to design graphical presentation systems that can work in conjunction with a natural language generator to produce explanatory captions This paper presents three strategies for generating explanatory captions to accompany information graphics based on (1) a representation of the structure of the graphical presentation (2) a framework for identifying the perceptual complexity of graphical elements and (3) the structure of the data expressed in the graphic We describe an implemented system and illustrate how it is used to generate explanatory captions for a range of graphics from a data set about real estate transactions in Pittsburgh.