Attention, intentions, and the structure of discourse
Computational Linguistics
Planning interactive explanations
International Journal of Man-Machine Studies
Intelligent multimedia presentation systems: research and principles
Intelligent multimedia interfaces
The design of illustrated documents as a planning task
Intelligent multimedia interfaces
Designing presentation in multimedia interfaces
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Negotiation for automated generation of temporal multimedia presentations
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
An interactive visual query environment for exploring data
Proceedings of the 10th annual ACM symposium on User interface software and technology
A standard reference model for intelligent multimedia presentation systems
Computer Standards & Interfaces
AutoBrief: a multimedia presentation system for assisting data analysis
Computer Standards & Interfaces
Readings in intelligent user interfaces
Readings in intelligent user interfaces
An architecture for more realistic conversational systems
Proceedings of the 6th international conference on Intelligent user interfaces
Query-by-critique: spoken language access to large lists
Proceedings of the 15th annual ACM symposium on User interface software and technology
Introduction to Algorithms
Context-Based Multimodal Input Understanding in Conversational Systems
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Generating English summaries of time series data using the Gricean maxims
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Collaborative response generation in planning dialogues
Computational Linguistics - Special issue on natural language generation
Reactive content selection in the generation of real-time soccer commentary
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Automated generation of graphic sketches by example
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
An empirical study of the influence of user tailoring on evaluative argument effectiveness
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A graph-matching approach to dynamic media allocation in intelligent multimedia interfaces
Proceedings of the 10th international conference on Intelligent user interfaces
Preference elicitation for interface optimization
Proceedings of the 18th annual ACM symposium on User interface software and technology
Enabling context-sensitive information seeking
Proceedings of the 11th international conference on Intelligent user interfaces
A platform for output dialogic strategies in natural multimodal dialogue systems
Proceedings of the 12th international conference on Intelligent user interfaces
Instance-based sentence boundary determination by optimization for natural language generation
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Behavior-driven visualization recommendation
Proceedings of the 14th international conference on Intelligent user interfaces
Responsive information architect: enabling context-sensitive information seeking
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Optimization-based content selection for opinion summarization
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Designing with interactive example galleries
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Adaptive content presentation for the web
The adaptive web
Automatically generating personalized user interfaces with Supple
Artificial Intelligence
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We are building a multimedia conversation system to facilitate information seeking in large and complex data spaces. To provide tailored responses to diverse user queries introduced during a conversation, we automate the generation of a system response. Here we focus on the problem of determining the data content of a response. Specifically, we develop an optimization-based approach to content selection. Compared to existing rule-based or plan-based approaches, our work offers three unique contributions. First, our approach provides a general framework that effectively addresses content selection for various interaction situations by balancing a comprehensive set of constraints (e.g., content quality and quantity constraints). Second, our method is easily extensible, since it uses feature-based metrics to systematically model selection constraints. Third, our method improves selection results by incorporating content organization and media allocation effects, which otherwise are treated separately. Preliminary studies show that our method can handle most of the user situations identified in a Wizard-of-Oz study, and achieves results similar to those produced by human designers.