Final Call for Papers
3rd Workshop on AI Problems and Approaches for Intelligent Environments
AI@IE – http://2014.ai4ie.de
(in conjunction with ECAI 2014 in Prague)
IMPORTANT DATES
- Submission deadline: 25. May 2014 (slightly extendable on request)
- Notification of acceptance: 23. June 2014
- Final version deadline: 7. July 2014
- Workshop date: 18. August 2014 (during ECAI 2014)
CALL FOR PAPERS
Researchers in the area of intelligent environments try to embed intelligence into everyday working and living spaces. To reach this goal they investigate options to integrate smart technologies into ordinary objects within the environment or by controlling the available infrastructure in some clever way. The scale of tackled environments ranges from single rooms up to complete houses and whole cities. The ultimate goal is the creation of environments which support their users proactively and optimise themselves, for example with respect to energy usage. Advances in the area of artificial intelligence as well as in computer science in general should already enable researchers to build truly intelligent environments. In the last decade, numerous projects in industry and academia have targeted at providing intelligent environments and produced an impressive count of showcase-rooms or even buildings. Researchers from diverse disciplines, most notably Pervasive Computing, have been attracted by the chances and challenges in applying AI in IE. However, so far most intelligent environments are not yet intelligent from an AI perspective, but only instrumented environments providing some intelligent interaction modalities and some support for maintenance tasks. With this workshop we aim at bridging the gap between AI researchers and developers of intelligent environments in various disciplines. We want to provide a forum for discussion between the different communities. Among the goals of the workshop are:
- Establishing new research collaborations between researchers from the areas of artificial intelligence, intelligent environments and pervasive computing.
- The identification of open AI problems within the area of intelligent environments.
- The identification of problems occurring while applying AI techniques in practice (e.g., the availability of scalable and robust implementations), which need to be solved when building intelligent environments.
- Collecting a set of case studies of smart environments with a particular focus on the used AI techniques and open AI problems and the lessons learned while building them.
- The collection of benchmark data sets for the evaluation of AI methods within the area of intelligent environments.
- The development of a suitable notion of intelligence while considering intelligent environments.
TYPES OF SUBMISSIONS
We are looking for technical contributions, position papers, demonstrations and system descriptions related to the topics listed below.
- technical papers describe one particular problem and its solution
- position papers report on inspiring and new ideas
- demonstrations show a system in actions
- system descriptions provide insights into a running smart environment and its related AI problems and solutions
- posters may accompany any of the above
TOPICS OF INTEREST
- AI and the internet of things
- AI problems while analysing uncertain sensor data in Intelligent Environments
- AI problems while analysing massive amounts of information in Intelligent Environments (Novel clustering and classification methods)
- Activity recognition (in particular AI approaches for infrastructure mediated and device-free passive sensing)
- AI methods for intention analysis (e.g. prediction of activities and user goals)
- Machine learning methods for effective energy monitoring and analysis
- AI methods like constraint programming for energy optimisation
- Improving indoor localisation techniques using AI and ML techniques
- Cooperative and collaborative data processing in dense indoor environments (e.g., multi-agent systems, in-network processing approaches)
- Smart room/home/buildings technologies
- Ambient/urban intelligence
- Assisted living technologies and algorithms
- Evaluation methodologies
- Benchmarks for IE-related algorithms and technologies
- Theoretical foundations for AI in IE
- Application of AI in IE (advances and lessons learned)
- Organic and printed electronics for AI in intelligent environments
- AI methods to manage/improve information security in intelligent environments
- Ubiquitous/pervasive computing and context awareness
- Human-computer interaction in intelligent environments
- Robotics in IE
As usual, the above list is not an exhaustive list but an indicative one. All papers (up to 6 pages) must be written in English and adhere the submission guidelines posted on the submission page.
ORGANISERS
- Sebastian Bader – researcher at the University of Rostock, Germany
- Anika Schumann – researcher at IBM’s Smarter Cities Technology Centre in Dublin, Ireland
- Stephan Sigg – researcher at the Georg-August-University Goettingen, Germany
CONTACT
Please visit http://2014.ai4ie.de for all details concerning the workshop, visit http://www.easychair.org/conferences/?conf=ai4ie2014 for submissions or contact contact@ai4ie.de for further questions.