DIS 2012 - Discovery Informatics Symposium

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/dis2...
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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