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<!DOCTYPE html>
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<head>
<title>SICSA PhD Conference 2018</title>
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<div class="title-style">ReaLX Event 2018</strong></div>
<div class="paragraph-style">
<p>
This year the SICSA AI Workshop <a href="https://sites.google.com/view/realx18/home">ReaLX’18: Reasoning, Learning & Explainability in AI</a> will be co-located with the SICSA PhD conference. The workshop shall be held on the 27th Jun 2018 in Aberdeen at Robert Gordon University. For further information please check the event <a href="https://sites.google.com/view/realx18/home">website</a>.
</p>
<p>
Reasoning, Learning and Explainability are key to AI systems that must interact naturally to support
users in decision making. Systems need to be capable of explaining their output. Regulations
increasingly support users rights to fair and transparent processing in automated decision-making
systems. Addressing this challenge is steadily becoming more urgent as the increasing reliance on
learned models in deployed applications continues to be driven by the recent success of deep
learning and other data-driven systems.
</p>
<p>
Though models learned directly from data offer improved accuracy, mapping these concepts to
facilitate human reasoning is difficult. In contrast, reasoning systems can offer transparency through
logical alignment of representation and reasoning methods to allow the necessary insight into the
decision-making process. This is a core principle behind explainability and is critical if we are to use
AI with the intent of improving user performance and experience.
</p>
<p>
The ReaLX’18 workshop will provide a forum to share exciting research on real AI methods,
highlighting and documenting promising approaches, and encouraging further work, thereby
fostering connections among SICSA researchers interested in AI. We expect to draw interest from AI
researchers working in a number of related areas including NLP, ML, reasoning systems, intelligent
user interfaces, conversational AI and adaptive user interfaces, causal modelling, computational
analogy, constraint reasoning and cognitive theories of explanation and transparency.
</p>
<h3>Submission Topics</h3>
<p>
The ReaLX’18 workshop Organisation Committee invites submissions of original, theoretical and
applied research on all aspects related to AI with focus on the synergies to be had between
reasoning, learning and explainable AI. Example submission areas include, but are not limited to
addressing issues such as:
<ol>
<li> AI in human-in-the-loop systems
<ul>
<li> Practical cons ideration for real AI Applications</li>
<li> User interfaces for explainable AI</li>
</ul>
</li>
<li> Mechanisms for explainability
<ul>
<li> Generation of post-hoc explanations</li>
<li> Architecture for interpretable systems</li>
</ul>
</li>
<li> Evaluating explainable systems
<ul>
<li> Evaluation paradigms for explainable algorithms</li>
<li> Evaluation metrics for explainable algorithms</li>
<ul>
</li>
</ol>
</p>
<h3>Paper Submission Instructions</h3>
<p>
Paper submissions should be formatted according to Springer instructions (see
<a href="https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines">https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines</a>). You
have the following submission options:
<ul>
<li>
Short paper: 5 pages to describe preliminary work, present an overview of existing work or to be
accompanied by a demonstration.
</li>
<li>Position paper: Maximum of 2 pages to present an idea, discuss challenges or identify the landscape
in this area of research.
</li>
</ul>
</p>
<p>
Workshop submissions will be subject to review by at least two reviewers who will be members of
the Programme Committee. Researchers who submit demo systems will be required to provide
access to the software in advance to facilitate evaluation.
</p>
<p>
To submit a paper, please send a PDF version of your paper to <a href="realx@rgu.ac.uk"><strong>realx@rgu.ac.uk</strong></a> with the title "ReaLX Workshop Submission".
</p>
<p>
Please note that the programme committee will assign the most suitable presentation method
(either poster or oral presentation), but if any author should have a preference then please state this
in the email.
</p>
<h3>Publishing</h3>
<p>
Accepted short papers will be considered for publication through CEUR. CEUR is a free open-access
publications service operated under RWTH Aachen University. For more information, see: <a href="http://ceur-ws.org/">http://ceur-ws.org/</a>
</p>
<p>
Unfortunately, we cannot consider position papers for publication.
</p>
<h3>Important Dates</h3>
<p>Submission Deadline: May 25, 2018 </p>
<p>Notification Date: June 8, 2018 </p>
<p>Camera-Ready Deadline: June 15, 2018 </p>
<p>Workshop Date: June 27th, 2018 </p>
<h3>Workshop Chairs</h3>
<p><a href="l.s.smith@cs.stir.ac.uk"><strong>Prof Leslie Smith</strong></a></p>
<p><a href="e.hart@napier.ac.uk"><strong>Prof Emma Hart</strong></a></p>
<p><a href="n.wiratunga@rgu.ac.uk"><strong>Prof Nirmalie Wiratunga</strong></a></p>
<h3>Local Organisers</h3>
<p><a href="s.sani@rgu.ac.uk"><strong>Dr Sadiq Sani</strong></a></p>
<p><a href="k.martin@rgu.ac.uk"><strong>Mr Kyle Martin</strong></a></p>
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