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RAISE 2015 : 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering


When May 17, 2015 - May 17, 2015
Where Florence, Italy
Submission Deadline Jan 23, 2015
Notification Due Feb 18, 2015
Final Version Due Feb 27, 2015
Categories    AI   software engineering

Call For Papers

This workshop brings together academics and industrial practitioners to exchange and discuss the latest synergies arising from AI and SE techniques and practices. In SE we have to solve a wide range of increasingly complex questions that are dynamic, automated, adaptive, or large scale. In theory, AI technologies can support the development of increasingly complex SE systems (as in the case of recommendation systems), and help us to deal with the many problems inherent in requirements engineering. Conversely, in theory, SE can play a role in alleviating development costs and the development effort associated with AI tools and applications such as robotics where rigorous development and testing practices are of utmost importance. In practice, this theoretical connection between SE and AI is rarely achieved. All this begs the question:
* Are SE and AI researchers ignoring important insights from AI and SE?
To answer this question, RAISE ’15 will explore not only the application of AI techniques to SE problems but also the application of SE techniques to AI problems. We seek papers that are position statements that review current state of the art results as well as papers that look over the horizon to discover future directions. Papers may either be regular position papers that will be published in the ICSE proceedings, or they may be published as “abstract only” and be seen solely by workshop attendees, presented in brainstorming sessions and discussed in breakout groups.

Topics of interest
Prospective participants should submit a position paper on one or more of the following perspectives.
1. Improving SE through AI – including but not limited to knowledge acquisition, knowledge representation, reasoning, agents, machine learning, machine-human interaction, planning and search, natural language understanding, problem solving and decision-making, understanding and automation of human cognitive tasks, AI programming languages, reasoning about uncertainty, new logics, statistical reasoning, software analytics.
2. Applying AI to SE activities – including but not limited to requirements engineering, design, specification, traceability, program understanding, model-driven development, testing and quality assurance, domain-specific SE, adaptive systems, software evolution.
3. SE for AI – including but not limited to AI programming languages, program derivation techniques in AI domains, platforms and programmability, software architectures, rapid prototyping and scripting for AI techniques, SE infrastructure for reflective and self-sustaining systems.
4. Deployed Applications of AI or SE – papers that describe a deployed SE application in the AI domain or an AI application in the SE domain including but not limited to robotics software development and recommendation systems in SE.

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