David Martin

David Martin
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Main area of research
Natural language & AI

David Martin is part of the Artificial Intelligence and Reasoning group. His research interest is in the area of Natural Language & AI.

Prior to joining Nuance, David worked as a researcher in the Artificial Intelligence Center of SRI International, as a technical lead at Siri, Inc. and Apple, and as a software designer/developer at Mark V Systems. He has conducted and led research on a broad range of AI technologies, primarily in knowledge representation and reasoning, software agents, intelligent personal assistance, and natural language processing. Martin has been a leading figure in research on Semantic Web services, in which he co-led the development of Semantic Web services specification languages OWL-S (OWL for Services) and SWSL (Semantic Web Services Language), both of which became W3C Member Submissions. He was a major contributor to the foundational technology used in Siri and to its development as a product at Siri, Inc. and Apple. He was a co-developer of the Open Agent Architecture, a pioneering software agent framework released as open source and used in many research and prototyping efforts, and a contributor to the information extraction system FASTUS and its commercialization as Discern Communications. David has co-edited 2 books, authored about 30 peer-reviewed research publications, presented a number of keynote presentations and tutorials at conferences, played numerous organizational roles for conferences and workshops, and co-invented 5 patents.

Selected articles

Ontologies in Enterprise Applications: Dimensional Comparison

Many important categories of applications such as information integration, data analytics, and personal assistance require access to a general store of knowledge. The usefulness of

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CogMap: A Cognitive Support Approach to Property and Instance Alignment

CogMap: A Cognitive Support Approach to Property and Instance Alignment The iterative user interaction approach for data integration proposed by Falconer and Noy can be

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Semantic web services: advancement through evaluation

In this book, the editors present an overall overview and comparison of the main current evaluation initiatives for SWS. The presentation is divided into four

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A process catalog for workflow generation

As AI developers increasingly look to workflow technologies to perform complex integrations of individual software components, there is a growing need for the workflow systems

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Reasoning about resources and hierarchical tasks using OWL and SWRL

Military training and testing events are highly complex affairs, potentially involving dozens of legacy systems that need to interoperate in a meaningful way. There are

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