CALL FOR PAPERS
Discovery Informatics Symposium:
The Role of AI Research in Innovating Scientific Processes
November 2-4, 2012, Arlington, VA (USA)
AAAI Fall Symposium Series
http://www.discoveryinformaticsinitiative.org/dis2012
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Addressing the ambitious research agendas put forward by many scientific
disciplines requires meeting a multitude of challenges in intelligent
systems, information sciences, and human-computer interaction. There are
many aspects of the scientific discovery process that our community could
help automate, facilitate, or make more efficient through
artificial intelligence techniques. For example, although considerable
efforts have been directed toward data modeling and integration, these
activities continue to demand large investments of scientists time and
effort. The scientific literature continues to grow and is becoming
more and more unmanageable for researchers operating in the most active
disciplines. Better interfaces for collaboration, visualization, and
understanding would significantly improve scientific practice. Scientific
data, publications, and tools could be published in open formats with
appropriate semantic descriptions and metadata annotations to improve
sharing and dissemination. Opportunities for broader participation in
well-defined scientific tasks enable human contributors to provide large
amounts of data, annotations, or complex processing results that could not
otherwise be obtained. These are just some examples of areas where there
are opportunities for artificial intelligent techniques could make a
difference. Improvements and innovations across the spectrum of scientific
processes and activities will have a profound impact on the rate of
scientific discoveries.
This symposium will provide a forum for researchers interested in
understanding the role of AI techniques in improving or innovating
scientific processes.
We seek submissions that: (1) report on success stories that illustrate
the potential of future research in this field; (2) discuss lessons learned
in the process of addressing challenging aspects of the scientific process;
(3) analyze the impact of a particular technique in an area of science and
reflect on its potential for broader applicability in other sciences; and
(4) propose future concepts grounded in lessons learned and an
understanding of the challenges in the scientific discovery process.
Topics of interest include but are not limited to:
Ontologies and knowledge bases that model particular areas of scientific
knowledge
Semantic representations of metadata for all aspects of scientific
processes
Techniques for organizing scientific literature
Workflow systems to manage complex data analysis processes
Knowledge discovery techniques that are embedded in the context of
scientific investigations
Integrative approaches of machine learning and scientific model induction
Automated systems for experiment design, data analysis, and hypothesis
generation and refinement
User-centered design of intelligent systems that partner with scientists
to perform complex tasks
Integrated approaches to visualizing data, models, and the connections
between them to foster new insights
Cognitive-centered design of scientist aids
Social computing systems that let novice participants contribute to
scientific tasks
Submissions can be up to 6 pages, using the AAAI style files. Submissions
should be uploaded to the submission site no later than June 5 2012 before
midnight on the timezone of your choice.
ORGANIZING COMMITTEE
Co-Chairs:
Will Bridewell, Stanford University
Yolanda Gil, University of Southern California
Haym Hirsh, Rutgers University
Kerstin Kleese van Dam, Pacific Northwest National Laboratory
Karsten Steinhaeuser, University of Minnesota
Program Committee:
Cecilia Aragon, University of Washington
Phil Bourne, University of California San Diego
Elizabeth Bradley, University of Colorado
Paolo Ciccarese, Harvard University
Susan Davidson, University of Pennsylvania
Helena Deus, Digital Enterprise Research Institute
Tom Dietterich, Oregon State University
Yolanda Gil, University of Southern California
Clark Glymour, Carnegie Mellon University
Carla Gomes, Cornell University
Alexander Gray, Georgia Institute of Technology
Larry Hunter, University of Colorado Denver
David Jensen, University of Massachusetts Amherst
Vipin Kumar, University of Minnesota
Pat Langley, Arizona State University
Hod Lipson, Cornell University
Huan Liu, Arizona State University
Yan Liu, University of Southern California
Miriah Meyer, University of Utah
Mark Musen, Stanford University
Andrey Rzhetsky, University of Chicago
Steve Sawyer, Syracuse University
Alex Schliep, Rutgers University
Christian Schunn, University of Pittsburgh
Nigam Shah, Stanford University
Alex Szalay, The Johns Hopkins University
Loren Terveen, University of Minnesota
Raul E. Valdes-Perez, Vivisimo Inc.
Evelyne Viegas, Microsoft Research
IMPORTANT DATES:
· Submission deadline: June 5, 2012
· Notification to authors: June 30, 2012
· Camera-ready due: September 7, 2012
· Registration deadline: September 14, 2012
· Symposium: November 2-4, 2012
(To receive further notifications about this and related meetings please
subscribe to:
http://discoveryinformaticsinitiative.org/mailman/listinfo/dii)
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