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<!DOCTYPE HTML>
<!--
This file is part of the OPENNESS Research Project Public Website.
The original HTML template is based on "Dopetrope" by HTML5 UP.
OPENNESS Research Project Public Website is free software: you can redistribute
it and/or modify it under the terms of the GNU General Public License as
published by the Free Software Foundation, either version 3 of the License,
or (at your option) any later version.
OPENNESS Research Project Public Website is distributed in the hope that it will be
useful, but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with OPENNESS Research Project Public Website.
If not, see <https://www.gnu.org/licenses/>
-->
<html>
<head>
<title>OPENNESS: OPtimal bEhavior iN paNdEmic ScenarioS</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="no-sidebar is-preload">
<div id="page-wrapper">
<!-- Header -->
<section id="header">
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<h1><a href="index.html">OPENNESS</a></h1>
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<ul>
<li><a href="index.html">Home</a></li>
<li class="current"><a href="#">Project</a>
<ul>
<li><a href="project.html#objectives">Objectives</a></li>
<li><a href="project.html#consortium">Consortium</a></li>
<li><a href="project.html#glance">Project at a glance</a></li>
</ul>
</li>
<li>
<a href="resources.html">Resources</a>
<ul>
<li><a href="resources.html#deliverables">Deliverables</a></li>
<li><a href="resources.html#publications">Publications</a></li>
<li><a href="resources.html#presentations">Presentations</a></li>
<li><a href="resources.html#poster">Poster</a></li>
<li><a href="https://cloud.cnr.it/owncloud/index.php/s/b3AUcDx6N8Xvz7A">OwnCloud</a></li>
</ul>
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<li><a href="#social">Software</a></li>
<li><a href="#contacts">Contacts</a></li>
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<section id="banner">
<header>
<h2>OPENNESS</h2>
<p>OPtimal bEhavior iN paNdEmic ScenarioS</p>
</header>
</section>
</section>
<!-- Main -->
<section id="main">
<div class="container">
<!-- Content -->
<article id="objectives" class="box post">
<header>
<h2>Objectives</h2>
<p>Artificial Intelligence tools to govern soft targets in pandemic scenarios</p>
</header>
<p>
The main goal of <strong>OPENNESS</strong> is to design a system based on artificial intelligence that determines the optimal behavioural logic limiting the spread of an epidemic disease in critical infrastructures.
</p>
<p>
The target of <strong>OPENNESS</strong> is the adoption of innovative technologies to reduce the spread of an epidemic disease, such as the current COVID-19 pandemic. Achieving the main and intermediate results of <strong>OPENNESS</strong> will allow citizens to remain active, continuing to use critical infrastructures such as airports, railway stations, and museums while maintaining individual security.
</p>
<section>
<header>
<h3>Scientific and Technological Methodology</h3>
</header>
<p>
In the context of COVID-19 pandemic, <strong>OPENNESS</strong> aims at providing a tool for effectively reducing the spread rate of COVID-19, and similar infection diseases, by supporting the decision making process of those who are in charge of defining strategies to prevent from further infections.
By analysing the dynamic of the SARS-CoV-2 virus transmission, we will investigate and model transmission patterns in a variety of different environments.
</p>
<p>
The key component of our approach is an environment simulator integrated with closed loop mechanisms that make use of the real data captured from the environment.
The simulator outputs a forecast that predicts the effects of the SARS-CoV-2 virus spread in response to specific behaviours adopted in “soft target” environments, such as squares, theatres, subway stations, and commuting zones of urban areas.
</p>
<p>
By using the quantitative data obtained from the simulation, <strong>OPENNESS</strong> will make use of reinforcement learning to elicit the logic behind the observed behaviours as a set of rules.
These rules will be specified within a mathematical framework to verify their correctness and validate their use within the decision making process.
This verification and validation process will be conducted by using well established techniques from software engineering.
</p>
</section>
<section>
<header>
<h3>Overall Strategy</h3>
</header>
<p>
The objectives of <strong>OPENNESS</strong> are pursued thanks to the synergy of the skills of the Institute of Systems Analysis and Computer Science "Antonio Ruberti" of the National Research Council of Italy and the Department of General and Applied Hygiene of the Catholic University of the Sacred Heart.
</p>
<p>
The skills in the field of public health and epidemiology of the Department of General and Applied Hygiene of the Catholic University of the Sacred Heart are used to evaluate, on the basis of the available evidence, the diffusion index of the SARS-CoV-2 based on different environmental situations.
</p>
<p>
The skills in the fields of reinforcement learning, engineering methods, and software systems verification of the Institute of Systems Analysis and Computer Science "Antonio Ruberti" of the National Research Council of Italy, instead, allow to create a realistic virtual environment that is able to effectively determine how different behavioural logic affect the spread of an epidemic, to use this simulator to find the behavioural logic that minimises the risk of spreading the epidemic, and to determine the degree of robustness of these behavioural logic.
</p>
</section>
</article>
<article id="consortium" class="box post">
<header>
<h2>Consortium</h2>
</header>
<section>
<header>
<h3>Partners:</h3>
</header>
<div class="row">
<div class="col-4 col-6-medium col-12-small">
<section class="box">
<a href="http://www.iasi.cnr.it/" class="image smallfeatured"><img src="images/iasicnr-bis-400.png" alt="IASI-CNR" /></a>
<!-- <header>
<h3>IASI - CNR<br/><br/></h3>
</header>-->
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box">
<a href="https://roma.unicatt.it/" class="image smallfeatured"><img src="images/logoCattolica800-bis.png" alt="Università Cattolica del Sacro Cuore - Rome" /></a>
<!-- <header>
<h3>Università Cattolica del Sacro Cuore</h3>
</header>-->
</section>
</div>
</div>
</section>
<section>
<header>
<h3>Collaborators:</h3>
</header>
<div class="row">
<div class="col-4 col-6-medium col-12-small">
<section class="box">
<a href="https://www.ieiit.cnr.it/" class="image tinyfeatured"><img src="images/logoIEIIT-400.png" alt="IEIIT-CNR" /></a>
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<h3>IASI - CNR<br/><br/></h3>
</header>-->
</section>
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<div class="col-4 col-6-medium col-12-small">
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box">
<a href="https://www.stamtech.com/" class="image tinyfeatured"><img src="images/logoSTAM-alt-ter.png" alt="STAM" /></a>
<!-- <header>
<h3>Università Cattolica del Sacro Cuore</h3>
</header>-->
</section>
</div>
</div>
</section>
<section>
<div class="row">
<div class="col-4 col-6-medium col-12-small">
</div>
<div class="col-4 col-6-medium col-12-small">
<section class="box">
<header>
<h3>Key Persons:</h3>
</header>
<p>
<ul>
<li><strong>Corrado Possieri</strong> (WP1 Leader)</li>
<li><strong>Roberta Pastorino</strong> (WP2 Leader)</li>
<li><strong>Corrado Possieri</strong> (WP3 Leader)</li>
<li><strong>Maurizio Mongelli</strong> (WP4 Leader)</li>
<li><strong>Emanuele De Angelis</strong> (WP5 Leader)</li>
<li><strong>Maurizio Proietti</strong> (WP6 Leader)</li>
<li><strong>Guglielmo De Angelis</strong> (WP7 Leader, Project Coordinator)</li>
</ul>
</p>
</section>
</div>
<div class="col-4 col-6-medium col-12-small">
</div>
</div>
</section>
</article>
<article id="glance" class="box post">
<header>
<h2>Project at a glance</h2>
</header>
<section>
<header>
<h3>Fact sheet</h3>
</header>
<p>
<table>
<tr>
<td>Grant Number</td>
<td>A0375-2020-36616</td>
</tr>
<tr>
<td>CUP</td>
<td>B85F21001280002</td>
</tr>
<tr>
<td>Official Start Date:</td>
<td>15th April 2021</td>
</tr>
<tr>
<td>Duration:</td>
<td>24 Months</td>
</tr>
<tr>
<td>Total investment:</td>
<td>€ 149.923,72</td>
</tr>
<tr>
<td>Grant:</td>
<td>€ 149.923,72</td>
</tr>
<tr>
<td>IASI-CNR's Grant:</td>
<td>€ 119.266,92</td>
</tr>
<tr>
<td>Università Cattolica Sacro Cuore's Grant:</td>
<td>€ 30.656,80</td>
</tr>
</table>
</p>
<p>
<table>
<tr>
<th>Workpackage</th>
<th>Name</th>
</tr>
<tr>
<td>WP1</td>
<td>Analysis of the state of the art and definition of specifications</td>
</tr>
<tr>
<td>WP2</td>
<td>Systematic analysis of the evidence on the transmission rate of SARS-CoV-2</td>
</tr>
<tr>
<td>WP3</td>
<td>Design of a virtual environment for the evaluation of the spread of an epidemic</td>
</tr>
<tr>
<td>WP4</td>
<td>Design of optimal behavioral logic</td>
</tr>
<tr>
<td>WP5</td>
<td>Validation of the optimal behavioural logic</td>
</tr>
<tr>
<td>WP6</td>
<td>Dissemination and Publicity</td>
</tr>
<tr>
<td>WP7</td>
<td>Project Management</td>
</tr>
</table>
</p>
</section>
</article>
</div>
</section>
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<section>
<header>
<h2>In brief ...</h2>
</header>
<!-- <a href="#" class="image featured"><img src="images/logoOpenness.png" alt="OPENNESS" /></a>
-->
<p>
OPENNESS is a research project founded under the call: <a href="http://www.lazioeuropa.it/bandi/por_fesr_progetti_di_gruppi_di_ricerca_2020-689/">POR FESR LAZIO 2014-2020. Public Notice "Progetti Gruppi di Ricerca 2020"</a>
</p>
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<li><a href="project.html" class="button">Find out more</a></li>
</ul>
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<section>
</section>
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<header>
<h2>Contact us</h2>
</header>
<ul id="social" class="social">
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</ul>
<ul class="contact">
<li>
<h3>Address</h3>
<p>
IASI-CNR<br />
Via dei Taurini, 19<br />
00185 Roma<br />
Italy
</p>
</li>
<li>
<h3>Mail</h3>
<p><a href="#">openness@iasi.cnr.it</a></p>
</li>
<!-- <li>
<h3>Phone</h3>
<p>(800) 000-0000</p>
</li>
-->
</ul>
<br>
</section>
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<div class="col-12 col-12-medium col-12-small">
<section>
<a href="https://www.lazioinnova.it/bandi/progetti-gruppi-ricerca-2020/" class="image featured"><img src="images/founders/imagesFooter1.png" alt="Regione Lazio" /></a>
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<li>Contents: The OPENNESS Consortium</li><li>Design: <a href="http://html5up.net">HTML5 UP</a></li>
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