[topicmapmail] CfP: AAAI Fall Symposium on Explanation-aware Computing ExaCt 2005
Dr. Thomas Roth-Berghofer
Thomas.Roth-Berghofer@dfki.de
Fri, 4 Feb 2005 16:49:04 +0100
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CALL FOR PAPERS
for the AAAI Fall Symposium on
EXPLANATION-AWARE COMPUTING (ExaCt 2005)
3 - 6 November 2005, Washington DC (USA)
http://exact2005.workshop.hm/
Paper submission deadline: May 6th, 2005
OBJECTIVES
With the introduction of intelligent, adaptive systems and decision
automation, the need arises for explaining system answers to the user
with respect to the application's knowledge. Explanations improve the
knowledge of the user in a goal directed way and contribute not only
to a higher acceptance but also to better reactions of the user.
In expert systems research, considerable results were produced, but
research activity decreased together with the general decline of expert
systems research in the nineties of the last century. The major problems
with respect to classical expert systems seemed to be solved. Research
on explanation is of interest today because the whole scenario of=20
research
on knowledge-based systems has changed: knowledge-based systems are no
longer considered as boxes that provide a full solution to a problem.
Problem solving is seen as an interactive process, a socio-technical
process. Problem descriptions can be incomplete and changing. As a
consequence, there has to be communication between human and software
systems. Communication requires mutual understanding that can be
essentially supported by explanations. Such explanations can improve
the problem solving process to a large degree.
A major role in interactive systems is played by knowledge management
that also is intended to increase the knowledge of the user. Therefore,
explanations should be integrated in knowledge management activities
and, in particular, related to ontologies.
Procedural programs play an essential role in many stand alone as well
as in interactive computer systems. Many such systems are optimization
programs dealing with subjective goals of different participants. This
asks for explaining procedural programs as well.
An important issue is the acceptance of the results of the systems which
is closely related to the trust in its results. Belief in a system can=20=
be
increased not only by the quality of its output but, more importantly,=20=
by
evidence of how (and why) it was derived. This adds a psychological
component to the scenario, and one can also rely on results obtained in
philosophy.
In order to fulfill these aspects, advanced models, methods, and tools
are needed that provide mechanisms and techniques for structured=20
management
of explanation relevant information, effective ways for retrieving it,=20=
and
the possibility to integrate explanation and application knowledge.=20
Beyond
technical aspects, it becomes important to understand explanations from
social and philosophical perspectives on software systems.
GOALS AND AUDIENCE
The major goal of this symposium is to bring researchers, scientists
from both industry and academia, and representatives from such
different communities and fields as informatics, philosophy, and
sociology, together to study, understand, and explore the aspect of
explanation in software systems. Besides contributions and invited
talks, this symposium will offer organized and open spaces for targeted
discussions and creating an interdisciplinary community. As a result, a
common understanding on the topic of explanation-aware computing shall
originate.
TOPICS OF INTEREST
Topics for contributions include but are not limited to:
* Models for explanations
* Methodologies for developing explanation modules
* Explanation awareness in applications
* Integrating application and explanation knowledge
* Methodologies for explanation-embedded development
* Learning to explain
* Context-aware explanation
* Confidence/acceptance and explanations
* Explanation and human computer interfaces
* Dialogs and explanation (explanation strategies)
* Role of explanation in mixed-initiative interaction
* Requirements and human needs for understanding
* Perception of complex, autonomous systems
* Impact of explanation on user satisfaction /solution quality
* Explanation versus proof
* Application scenarios
* Role of explanations in knowledge management
* Explanation for informal, uncertain, and subjective issues
* Explanations for changing and incomplete requirements
* Explanation and case-based reasoning
* Explanation and agile programming
SUBMISSIONS
Those interested in participating should send a three-page extended
abstract describing their related work and areas of interest.
Submissions may discuss work in any stage of development, from
concepts and future directions to finished work. PDF submissions in
AAAI format should be sent to trb at dfki.uni-kl.de. Admission to the
symposium is decided upon at least two reviews of the abstracts. A
limited number of participants will be invited to prepare long
presentations or posters to start up discussion rounds on focused
explanation-aware computing topics.
IMPORTANT DATES
Submission deadline: May 6th, 2005
Notification of acceptance and
invitation for full papers: May 31st, 2005
Camera-ready versions of full papers: August 31st, 2005=A0
SYMPOSIUM SCHEDULE
The schedule will be made available on the workshop's website.
INVITED TALK
David B. Leake (Indiana University)
SYMPOSIUM CHAIRS
Thomas R. Roth-Berghofer, trb at dfki.uni-kl.de
DFKI GmbH / TU Kaiserslautern, Germany
Stefan Schulz, schulz at sce.carleton.ca
Systems and Computer Engineering, Carleton University, Canada
Andrea Woody, awoody at u.washington.edu
Department of Philosophy, University of Washington, Seattle, USA
PROGRAM COMMITTEE
Agnar Aamodt, Norwegian University of Science and Technology (NTNU)
Derek Bridge, University College Cork, Ireland
Gregor B=FCchel, University of Applied Sciences, K=F6ln, Germany
Hans-Dieter Burkhard, Humboldt University Berlin, Germany
J=F6rg Cassens, Norwegian University of Science and Technology (NTNU)
P=E1draig Cunningham, Trinity College Dublin, Ireland
Babak Esfandiari, Carleton University, Canada
Luciano Floridi, Faculty of Philosophy, University of Oxford, UK
Peter Funk, M=E4lardalen University, Sweden
Mehmet G=F6ker, Price Waterhouse Coopers, USA
Pierre Grenon, IFOMIS, University of Saarbr=FCcken, Germany
Mohamed Khedr, Arab Academy for Science and Technology, Egypt
Bertin Klein, DFKI GmbH, Kaiserslautern, Germany
David B. Leake, Indiana University, USA
David McSherry, University of Ulster, Northern Ireland
Enric Plaza, IIIA-CSIC, Spain
Michael M. Richter, University of Kaiserslautern, Germany
Christophe Roche, University of Savoie, France
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. 10. - 13. April 2005 in Kaiserslautern .
. 3rd Conference Professional Knowledge Management .
. http://wm-konferenz.de .
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Dr. Thomas Roth-Berghofer - Senior Researcher
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AG Wissensbasierte Systeme (Knowledge Based Systems Group)
Technische Universit=E4t Kaiserslautern
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Knowledge Management Department
German Research Center for Artificial Intelligence DFKI GmbH
Erwin-Schr=F6dinger-Stra=DFe 57, 67663 Kaiserslautern, Germany
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Phone: +49.631.205-4820 Bau 57 Secr.: +49.631.205-3216
Mobile: +49.172.696 7330 Raum 384 Fax: +49.631.205-3472
mailto:Thomas.Roth-Berghofer@dfki.de http://www.dfki.uni-kl.de/~roth/=