Application domains that contain planning and scheduling (P&S) problems present a set of interesting challenges to the AI planning and scheduling community -- from modelling to technical to institutional issues. New real-world domains and problems are becoming increasingly affordable for AI and P&S techniques. The international Scheduling and Planning Applications woRKshop (SPARK) series was established to foster the practical application of advances made in the AI P&S community.
The workshop series aims to provide a stable forum on relevant topics connected to application-focused research and the deployment of P&S systems.
The immediate legacy began in 2007 with the ICAPS'07 Workshop on "Moving Planning and Scheduling Systems into the Real World", and continued in 2008-2018 with successful yearly editions. 2019 is the 12th edition of SPARK.
The websites of the previous editions of SPARK are available at http://decsai.ugr.es/~lcv/SPARK. These workshops presented a stimulating environment where researchers could discuss the opportunity and challenges in moving P&S developments into practice, and analyze domains and problem instances under study for, or closely inspired by, real industrial/commercial deployment of P&S techniques.
The challenges and discussions that emerged in the last years' editions set the baseline for this year's SPARK workshop. A goal of the workshop series is the definition of a longer term set of challenges that could be of benefit for the research community as well as practitioners. SPARK is the ideal incubator to test, discuss, mature and improve potential papers for that main track with the feedback of an excellent audience, and great place for the inception of new applications and challenges.
Authors of accepted papers will be encouraged to share their domains and instances, or parts of them, towards a library of practical benchmarking problems that could also be useful for the community.
Accepted papers will be presented in plenary or poster sessions during the workshop. Each presented paper will receive comments from a designated moderator, in order to start the discussion at the workshop.
Starting from the results of the previous editions, SPARK'19 will deepen the debate on application-relevant aspects of P&S theory and practice, with the aim of reporting and discussing experiences relating to deploying P&S systems.
Topics of the workshop include, but are not limited to:
Novel domains and benchmark or challenge problems
Experiences in deploying P&S systems, from their conception to their maturity in practice
Comparison with previously existing technologies and/or systems
Integration of operational knowledge from existing legacy components
Integration of multiple sources of knowledge and reasoning schemes (actions, time, resources)
Modelling and domain model acquisition
Handling dynamic and uncertain sources of knowledge
Algorithmic and technological issues
Plan execution and replanning
Mixed initiative approaches
User interface design, visualization and explanation
Machine learning methodologies applied to P&S systems
Engineering, deployment, and maintenance
Evaluation, testing, and validation
Assessment of impact on end users
Submissions may be regular papers (up to 8 pages plus references) or short position papers (up to 2 pages, including references). All papers should conform to the AAAI formatting guidelines and style (except the AAAI copyright notice can be removed). Submissions will be reviewed by at least three referees.
This year, SPARK (along with many other ICAPS workshops) is debuting the use of Open Review to handle submissions and the review process. If this is your first use of Open Review and you have questions regarding your submission and the way it will be handled, please feel free to get in touch with the workshop organizers.