Artificial intelligence and statistics
Patterns in statistical strategy
Artificial intelligence and statistics
Hypertext and hypermedia
Communicating with high-level plans
Intelligent user interfaces
Watch what I do: programming by demonstration
Watch what I do: programming by demonstration
Computer as Thinker/Doer: Problem-Solving Environments for Computational Science
IEEE Computational Science & Engineering
A comparison of placement strategies for effective visual design
HCI '94 Proceedings of the conference on People and computers IX
Interaction with a mixed-initiative system for exploratory data analysis
Proceedings of the 2nd international conference on Intelligent user interfaces
A simulation substrate for real-time planning TITLE2:
A simulation substrate for real-time planning TITLE2:
An experiment with navigation and intelligent assistance
IUI '98 Proceedings of the 3rd international conference on Intelligent user interfaces
The user interface as an agent environment
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Toward automated exploration of interactive systems
Proceedings of the 7th international conference on Intelligent user interfaces
Personal assistant agents for collaborative design environments
Computers in Industry - Special issue: Collaborative environments for concurrent engineering
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Mixed-initiative planning is one approach to building an intelligent decision-making environment. A mixed-initiative system shares decision-making responsibility with the user such that it acts sometimes as a tool, to be directly applied to a specific task, and other times as an autonomous problem-solver. In the best case, the user can delegate the details of a task to the automated system without giving up the ability to guide and review the decision-making process. We have developed a simple mixed-initiative planner that incorporates a view of problem-solving as navigation. We have explored this notion in two different applications: exploratory statistical analysis and layout design for user interface dialogs. This paper discusses navigation issues in the context of these two systems, the potential benefits of the approach, and some implications for user interface design.