Artificial intelligence publications
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AAAI Spring Symposium – Technical Report: Preface
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RADAR: a Personal Assistant That Learns to Reduce Email Overload
This paper describes the integration of diverse AI technologies and presents results from human evaluation studies comparing RADAR user performance to unaided COTS tool users and users partnered with a…
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A Process Catalog for Workflow Generation
This paper describes PROCAT, an implemented ontology-based catalog for components, built on a layered representation that allows reasoning about processes at varying levels of abstraction, from qualitative constraints reflecting preconditions and…
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A Demonstration of the Radar Personal Assistant
Email clients were not designed to serve as a task management tools, but a high volume of task-relevant information in email leads many people to use email clients for this…
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A Framework for Evidential-Reasoning Systems
Both the formal basis and a framework for the implementation of automated reasoning systems based upon these techniques are presented. The formal and practical approaches are divided into four parts.
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Outdoor Mapping and Navigation Using Stereo Vision
We consider the problem of autonomous navigation in an unstructured outdoor environment. The goal is for a small outdoor robot to come into a new area, learn about and map…
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Usable Artificial Intelligence
The AI and HCI communities have often been characterized as having opposing views of how humans and computers should interact" observes Winograd in "Shifting Viewpoints". Reconciling these views requires a…
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Answering Science Questions: Deduction with Answer Extraction and Procedural Attachment
An approach to question answering through automated deduction is advocated. External knowledge resources, including data and software, are consulted through a mechanism known as procedural attachment.
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Toward Establishing Trust in Adaptive Agents
We present the results of a study among test users of CALO, one such complex adaptive agent system, to investigate themes surrounding trust and understandability. We identify and discuss eight…
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Template-Based Structured Argumentation
Collaborative analysis is supported via simultaneous access to arguments through web browser clients connected to a common argument server.
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Using a Semantic Wiki as a Knowledge Source for Rich Modeling and Question Answering
We are exploring the following hypothesis at the intersection between knowledge engineering and the semantic web: Can we use a semantic wiki to acquire symbolic knowledge on the web that…
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Sampling Stable Properties of Massive Track Datasets
In this paper, we explore ways in which stable properties of sensor observations can be extracted and visualized using a statistical sampling of features from a very large track dataset,…