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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>User Behavioural Module Idea and Approach</title>
<meta name="description" content="User Behavioural Module Idea and Approach">
<meta name="author" content="Aitor Corchero & Regina Enrich">
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</head>
<body>
<div class="reveal">
<!-- Any section element inside of this container is displayed as a slide -->
<div class="slides">
<section id="UserBehaviourTitle">
<h2>User Behavioural Module Idea and Approach</h2>
<p>
<small>Aitor Corchero & Regina Enrich</small>
</p>
<small><a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="images/cc-by-sa.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/">Creative Commons Attribution-ShareAlike 4.0 International License.</a></small>
</section>
<section id="MainContent">
<h2>Content</h2>
<ol>
<li class="fragment"> Introduction to User Behaviour Module</li>
<li class="fragment"> Main Ideas to be accomplished</li>
<li class="fragment"> Architecture Design</li>
<li class="fragment"> Technology to be applied</li>
<li class="fragment"> Main Conclusion</li>
</ol>
</section>
<section id="Introduction">
<h3>Introduction to User Behaviour</h3>
<section id="DoW Overall Description">
<p><strong>DoW Description</strong><p>
<blockquote>The main goal of the module is to capture occupants' behaviour and weather forecasting
relavant to the building usage strategy</blockquote>
</section>
<section>
<p>For that, the user behaviour will collect data from:</p>
<ol>
<li><strong>Data Sources</strong> such as mobile phones, smart devices, occupants' preferences and <strong>weather
forecast services</strong></li>
<li><strong>Information modelling (ontologies)</strong></li>
<li><strong>Detection of relevant events (usage of data analytics)</strong></li>
</ol>
</section>
<section id="DoW Task Description">
<p><strong>DoW Task Description</strong><p>
<blockquote>This task will design a framework for user behavior modelling, monitoring and communication.</blockquote>
</section>
<section id= "User behaviour DoW features">
<ol>
<li class="fragment">Modelling</li>
<ul class="fragment">
<li>Behavioural modelling scheme</li>
<li>User Communication (Task 1.6)</li>
</ul>
<li class="fragment">Monitoring</li>
<ul class="fragment">
<li>Indoor Conditions Change (e.g thermostat settings)</li>
<li>Usage of natural ventilation (windows opening) vs HVAC</li>
<li>Lighting Efficiency (e.g light swich on when nobody is on the room)</li>
</ul>
<li class="fragment">Communication</li>
<ul class="fragment">
<li>User Communication (Task 1.6)</li>
</ul>
</ol>
</section>
</section>
<section id="MainIdeas">
<section od="API_video">
<h3>Intial ideas from API (Nikos)</h3>
<div>
<iframe src="images/The_Behaviour_Module_BM_Version_1.mp4" width="400" height="250" frameborder="0"></iframe>
</div>
</section>
<section id="Video Feedback">
<h3>More ideas over the video</h3>
<ol>
<li class="fragment">Align with comfort parameters</li>
<li class="fragment">Input from Questionaires for user feedbacking</li>
<li class="fragment">Standards Compliance</li>
</ol>
</section>
<section>
<h3>Other ideas from mails...</h3>
<ol>
<li class="fragment"><strong>Modular Approach</strong>based on <strong>event-driven</strong></li>
<li class="fragment">Real-time actuation over the building</li>
<li class="fragment">Identification and remediation of complex behaviour events</li>
<li class="fragment">Energy inefficiencies meanwhile the user comfort is mainteaned or enhanced</li>
</ol>
</section>
</section>
<section id="Architecture Design">
<h3>User behaviour Architecture</h3>
<section>
<p><strong>Inital Architecture</strong></p>
<img src="images/UserBehaviourModule.png" alt="InitalArchitecture"/>
</section>
<section>
<p><strong>Updated Architecture</strong></p>
<img src="images/NewUserBehaviourModule.png" alt="InitalArchitecture"/>
</section>
</section>
<section id="Strategy and Technology">
<section id="Strategy">
<p><strong>Strategy</strong></p>
<ol>
<li class="fragment">Define a Common User Behaviour Module (common vision)</li>
<li class="fragment">Start with a Simple events detection (real-time)</li>
<li class="fragment">Complex event detection (identification of complex rules at real-time)</li>
</ol>
</section>
<section id="Technology">
<p><strong>Technology</strong></p>
<ol>
<li class="fragment"><strong>Event-Detection:</strong>ESPER+CSPARQL+other??</li>
<li class="fragment"><strong>Semantic Modeling:</strong>JENA+ (SPIN or SWRL)/li>
<li class="fragment"><strong>Data Mining/Pattern Recognition:</strong>WEKA or Rapidminer or R</li>
<li class="fragment"><strong>General Environment:</strong>JAVA??</li>
</ol>
</section>
</section>
<section id="Open Discusion">
<h3>Open Discussion</h3>
<img src="images/focus-group.jpg" alt="InitalArchitecture" border="0"/>
</section>
<section id="Ending">
<h3>Thank you very much!!!</h3>
<img src="images/thanks.gif" alt="InitalArchitecture" border="0" />
</section>
</div>
</div>
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