========= Call for Papers =========
A Special Issue on Emerging Synergies of Artificial Intelligence and
Software Engineering
International Journal of Software Engineering and Knowledge Engineering
http://zimmer.csufresno.edu/~shliu/IJSEKE/
=== Theme ===
As software engineering is requested to answer dynamic, automated,
adaptive, optimal and/or
large-scale demands, other computer science disciplines come to play.
Artificial Intelligence
is one of them that may bring software engineering into further height.
Conversely, software
engineering techniques also play an important role to alleviate
development cost and time of
AI techniques as well as assist in introducing new AI techniques. Such
mutually beneficial
characteristics have appeared in the past few decades and still evolved
due to new challenges.
Several exemplified challenges include, but not limited to, how machine
learning addresses
software optimization problems derived from new software approaches
(e.g., model-driven
engineering, service-oriented computing, and cloud computing); and
conversely how these new
software approaches may help develop artificial intelligence-related
software environments.
A special issue on Emerging Synergies of Artificial Intelligence and
Software Engineering of
the International Journal of Software Engineering and Knowledge
Engineering will devote to the
latest innovative "synergistic" AI and software engineering
techniques/practices to the
aforementioned challenges. Namely, we are interested in new and novel AI
solutions to software
engineering challenges, software engineering practices to answer AI
obstacles, and techniques
that could benefit these realms bi-directionally.
The special issue seeks high-quality original and unpublished papers in
the following topics
including but not limited to these topics:
* AI techniques for optimization, transformation, and configuration
management
* AI techniques for software reuse, evolution, maintenance and
refactoring
* AI techniques for ontology and other semantic aspects in software
engineering
* AI techniques for business process management and business rules
* AI techniques for reverse engineering and program understanding
* AI techniques for aspect mining and pattern mining
* AI techniques for testing and quality assurance
* AI techniques for performance engineering (e.g., performance
approximation, monitoring, and adaptation)
* AI techniques for software specification, design, integration and
requirement engineering
* AI techniques for software analysis and validation
* AI techniques for cost analysis and risk assessment in software
projects
* Agent-based software engineering
* Visual modeling and model-driven development for AI techniques
* Domain modeling and software language engineering (e.g.,
domain-specific languages) for AI techniques
* Service-oriented computing and Cloud computing for AI-based
techniques/software
* Object-oriented and aspect-oriented frameworks to implement and
evaluate AI techniques
* Formal methods for AI techniques
* Rapid prototyping and scripting for AI techniques
* Software for knowledge acquisition and representation
* Software metrics applied to AI techniques
* Search engines in AI
* User interfaces for AI techniques
AI techniques of interest include (but are not limited to):
* Machine Learning (unsupervised and supervised learning), Evolutionary
Algorithms (e.g. GA, GP, ES),
Swarm Intelligence, Simulated Annealing, Tabu Search, Probabilistic
Reasoning, Fuzzy Logic, Neural
Networks, Petri Nets, Data Mining, Game Theory, Time Series Analysis,
Logic and reasoning, Knowledge
representation, AI planning, among others.
=== Important Dates ===
Paper submission due: February 15, 2011
Notification due: June 1, 2011
Revised paper submission due: August 15, 2011
Final notification: September 30, 2011
Camera-version due: October 15, 2011
Tentative publication date: February, 2012
=== Paper Preparation/Submission Guidelines ===
Paper preparation/submission instructions can be found at
http://www.worldscinet.com/ijseke.
=== Contacts ===
* Jun Suzuki, University of Massachusetts, Boston, USA (jxs (at) cs
(dot) umb (dot) edu)
* Shih-Hsi "Alex" Liu, California State University, Fresno, USA
(shliu (at) csufresno (dot) edu)
* Marjan Mernik, University of Maribor, Slovenia (marjan (dot) mernik
(at) uni-mb (dot) si)
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Thursday, August 26, 2010
[Artificial Intelligence Group] [CFP] A Special Issue on Emerging Synergies of AI and Software Eng., IJSEKE
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