[this information can also be found at:
http://www.tamuc.edu/academics/colleges/humanitiesSocialSciencesArts/depart
ments/literatureLanguages/ostl/FLAIRS_knowledge-based_AI_track.aspx] (01)
FLAIRS Knowledge-Based AI Track (02)
Special Track at FLAIRS-29, Key Largo, Florida USA (03)
In cooperation with the Association for the Advancement of Artificial
Intelligence (04)
Key Largo, Florida, USA
May 16 - 18, 2016 (05)
Paper submission deadline: November 16, 2015.
Notifications: January 18, 2016. (06)
Camera-ready version due: February 22, 2016. (07)
All accepted papers will be published as FLAIRS proceedings by the AAAI. (08)
Call for Papers (09)
What is Knowledge-Based AI?
After an early dominance in AI, especially in NLP, approaches based on
engineered knowledge-resources such as rule bases and ontologies modeling
(part of) the world, the statistical winter set in in the 1980s. Fueled by
increased computing power, statistics-based replacements for modeling the
world, including machine-learning and neural networks, lead to early
successes before they hit their ceiling and resulted in algorithmic arms
races. To get AI out of these trenches and back into mobile warfare,
knowledge-based methods have not only been being paid lipservice to in
the many "semantic" revolutions, but actual applications have been built,
often with complementary methodologies that paired statistical and
knowledge-based solutions.
The scope of the track includes research, proof-of-concept and industry
applications in the area of knowledge-based AI, i.e. systems whose
functionality is informed by computational knowledge resources
(ontologies, lexicons, semantic networks and/or knowledge bases). While
the knowledge-based AI is often juxtaposed to the statistics-based AI, we
see the contrast as unnecessarily exclusionary, in that systems combining
the intuitive directness of knowledge representation with the efficiency
of statistics-based computation have distinct advantages. (010)
What is the GOAL of the track?
To showcase recent knowledge-based theories, methodologies, and
applications in AI and to foster new approaches of this kind, also those
paired with statistical and machine-learning approaches. (011)
Who might be interested?
The scope of the track includes research, proof-of-concept and industry
applications in the area of knowledge-based AI, i.e. systems whose
functionality is informed by computational knowledge resources
(ontologies, lexicons, semantic networks and/or knowledge bases). While
the knowledge-based AI is often juxtaposed to the statistics-based AI, we
see the contrast as unnecessarily exclusionary, in that systems combining
the intuitive directness of knowledge representation with the efficiency
of statistical approximation have distinct advantages.
What kind of studies will be of interest?
Papers and contributions are encouraged for any work relating to
Knowledge-Based AI. Topics of interest may include (but are in no way
limited to):
€ ontologies
€ spreading activation networks
€ lexicon acquisition
€ knowledge integration
€ applications in knowledge-based AI
€ hybrid probabilistic/machine-learning & knowledge-based systems
Note: We invite original papers (i.e. work not previously submitted, in
submission, or to be submitted to another conference during the reviewing
process). (012)
Submission Guidelines
Interested authors should format their papers according to AAAI formatting
guidelines. The papers should be original work (i.e., not submitted, in
submission, or submitted to another conference while in review). Papers
should not exceed 6 pages (4 pages for a poster) and are due by November
16, 2015. For FLAIRS-29, the 2016 conference, the reviewing is a double
blind process. Fake author names and affiliations must be used on
submitted papers to provide double-blind reviewing. Papers must be
submittcoued as PDF through the EasyChair conference system, which can be
accessed through the main conference web site
(http://www.flairs-29.info/). Note: do not use a fake name for your
EasyChair login - your EasyChair account information is hidden from
reviewers. Authors should indicate the [your track name] special track for
submissions. The proceedings of FLAIRS will be published by the AAAI.
Authors of accepted papers will be required to sign a form transferring
copyright of their contribution to AAAI. FLAIRS requires that there be at
least one full author registration per paper.
Please, check the website http://www.flairs-29.info/ for further
information. (013)
Conference Proceedings
Papers will be refereed and all accepted papers will appear in the
conference proceedings, which will be published by AAAI Press. (014)
Organizing Committee
€ Christian F. Hempelmann, Texas A&M University-Commerce,
ontology@xxxxxxxxx
€ Gavin Matthews, NTENT.com, gmatthews@xxxxxxxxx
€ Max Petrenko, NTENT.com, mpetrenko@xxxxxxxxx (015)
Program Committee
€ Christian F. Hempelmann, Texas A&M University-Commerce,
ontology@xxxxxxxxx
€ Elena Kozerenko, Russian Academy of Sciences, kozerenko@xxxxxxx
€ Gavin Matthews, NTENT.com, gmatthews@xxxxxxxxx
€ Leo Obrst, MITRE, lobrst@xxxxxxxxx
€ Max Petrenko, NTENT.com,mpetrenko@xxxxxxxxx
€ Victor Raskin, Purdue University, vraskin@xxxxxxxxxx
€ Julia M. Taylor, Purdue University, jtaylor1@xxxxxxxxxx
€ Tony Veale, University College Dublin, tony.veale@xxxxxx
€ Yorick Wilks, University of Sheffield & IHMC, Florida,
y.wilks@xxxxxxxxxxxxxx
€ Michael Witbrock, VP for Research, Cycorp, witbrock@xxxxxxxxx (016)
Further Information
Questions regarding the Knowledge-Based AI Special Track should be
addressed to the track co-chairs:
€ Christian F. Hempelmann, Texas A&M University-Commerce,
ontology@xxxxxxxxx
€ Gavin Matthews, NTENT.com, gmatthews@xxxxxxxxx
€ Max Petrenko, NTENT.com, mpetrenko@xxxxxxxxx (017)
Questions regarding Special Tracks should be addressed to Zdravko Markov,
markovz@xxxxxxxx
Conference Chair: William (Bill) Eberle, Tennessee Technological
University, USA (WEberle@xxxxxxxxxx)
Program Co-Chairs: Zdravko Markov, Central Connecticut State University,
USA (markovz@xxxxxxxx)
Ingrid Russell, University of Hartford, USA (irussell@xxxxxxxxxxxx)
Special Tracks Coordinator: Vasile Rus, The University of Memphis, USA
(vrus@xxxxxxxxxxx) (018)
Conference Web Sites
Paper submission site: follow the link for submissions at
http://www.flairs-29.info/
FLAIRS-29 conference web page: http://www.flairs-29.info/
Florida AI Research Society (FLAIRS): http://www.flairs.com (019)
Christian F. Hempelmann, PhD | Assistant Professor of Computational
Linguistics
Department of Literature and Languages
c.hempelmann@xxxxxxxxx (020)
Texas A&M University-Commerce
P.O. Box 3011 | Commerce, TX 75429-3011
Tel. 903.468.5291 | Fax: 903.886.5980 | www.tamuc.edu
The Texas A&M University System (021)
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