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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Andrea Mannocci</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom fonts for this template -->
<link href="https://fonts.googleapis.com/css?family=Saira+Extra+Condensed:100,200,300,400,500,600,700,800,900"
rel="stylesheet">
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i,800,800i"
rel="stylesheet">
<!-- <link href="vendor/font-awesome/css/font-awesome.min.css" rel="stylesheet"> -->
<link href="vendor/font-awesome/css/all.min.css" rel="stylesheet">
<link rel="stylesheet"
href="https://cdn.rawgit.com/konpa/devicon/df6431e323547add1b4cf45992913f15286456d3/devicon.min.css">
<link href="vendor/simple-line-icons/css/simple-line-icons.css" rel="stylesheet">
<!-- Custom styles for this template -->
<link href="css/resume.min.css" rel="stylesheet">
</head>
<body id="page-top">
<nav class="navbar navbar-expand-lg navbar-dark bg-primary fixed-top" id="sideNav">
<a class="navbar-brand js-scroll-trigger" href="#page-top">
<span class="d-block d-lg-none">Andrea Mannocci</span>
<span class="d-none d-lg-block">
<img class="img-fluid img-profile rounded-circle mx-auto mb-2" src="img/myself.jpg" alt="">
</span>
</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent"
aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#about">About</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#experience">Experience</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#education">Education</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#skills">Skills</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#interests">Interests</a>
</li>
<li class="nav-item">
<a class="nav-link js-scroll-trigger" href="#awards">Awards & noteworthy</a>
</li>
</ul>
</div>
</nav>
<div class="container-fluid p-0">
<section class="resume-section p-3 p-lg-5 d-flex d-column" id="about">
<div class="my-auto">
<h1 class="mb-0">Andrea
<span class="text-primary">Mannocci</span>
</h1>
<div class="subheading mb-5">Institute of Information Science and Technologies (ISTI), Italian National Research
Council (CNR), Pisa, Italy
<br />
<a href="javascript:location='mailto:\u0061\u006e\u0064\u0072\u0065\u0061\u002e\u006d\u0061\u006e\u006e\u006f\u0063\u0063\u0069\u0040\u0069\u0073\u0074\u0069\u002e\u0063\u006e\u0072\u002e\u0069\u0074';void 0">andrea.mannocci [at] isti.cnr.it</a>
</div>
<p>
<span class="subheading">In a nutshell: </span>Data scientist & researcher; scholarly knowledge mining,
scientometrics, science of
science, analysis of the research landscape in the broader socioeconomic and geopolitical context, (research)
data infrastructures.
</p>
<p class="mb-5">
<!-- <i class="fas fa-spinner"></i> Loading... :)</p> -->
<i class="far fa-hand-point-right"></i> The full CV can be found
<a target="_blank"
href="https://drive.google.com/file/d/1SzMqRhUQwX7Mvd4ab0xTPIw4EqPbXpiM/view?usp=sharing">here</a>.
<p class="mb-5">
</p>
<ul class="list-inline list-social-icons mb-0">
<li class="list-inline-item">
<a target="_blank"
href="https://drive.google.com/file/d/1SzMqRhUQwX7Mvd4ab0xTPIw4EqPbXpiM/view?usp=sharing">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fas fa-file-alt fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="_blank" href="https://scholar.google.co.uk/citations?user=1DBVPZUAAAAJ&hl=en">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fas fa-graduation-cap fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="_blank" href="https://www.linkedin.com/in/andrea-mannocci">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-linkedin fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="_blank" href="https://github.com/andremann">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-github fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="_blank" href="https://twitter.com/andremanno">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-twitter fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a rel="me" target="_blank" href="https://mas.to/@andremanno">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-mastodon fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
<li class="list-inline-item">
<a target="_blank" href="https://www.flickr.com/photos/andremann">
<span class="fa-stack fa-lg">
<i class="fa fa-circle fa-stack-2x"></i>
<i class="fab fa-flickr fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
</ul>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="experience">
<div class="my-auto">
<h2 class="mb-5">Experience</h2>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Research Fellow</h3>
<div class="subheading mb-3">Institute of Information Science and Technologies (ISTI), Italian National
Research Council (CNR), Pisa, Italy
</div>
<!-- <p><i class="fa-li fa fa-spinner"></i> Loading... :)</p> -->
<ul>
<li>
Member of the <a target="_blank" href="https://infrascience.isti.cnr.it">InfraScience</a>
laboratory
<ul>
<li> Participation to the activities of the EU-funded project <a target="_blank"
href="https://www.openaire.eu/openaire-nexus-project">OpenAIRE NEXUS</a>.</li>
<li>Data analysis of the <a target="_blank"
href="https://www.openaire.eu/item/openaire-research-graph">OpenAIRE Research Graph</a> and other
scholarly
data sources such as ORCID, CORDIS, CrossRef.</li>
<li>Comparison and evaluation of different scholarly data sources and the
use-cases for analysis they are capable to support.</li>
<li>Quality and completeness assessment of the information contained in
the OpenAIRE Research Graph.</li>
<li>Research on novel metrics and indicators to measure the openness of
science and evaluate the impact of scientific research.</li>
</ul>
</li>
</ul>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">April 2019 - Present</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Research Associate</h3>
<div class="subheading mb-3">The Knowledge Media Institute (KMi), The Open University, Milton Keynes, UK
</div>
<!-- <p><i class="fa-li fa fa-spinner"></i> Loading... :)</p> -->
<ul>
<li>
Member of the Scholarly Knowledge Modelling, Mining and sense Making (<a target="_blank"
href="http://skm.kmi.open.ac.uk">SKM<sup>3</sup></a>) team
<ul>
<li> Research focusing on geopolitical and socioeconomic impact of academic research; analysis of
scholarly data in the broader context.</li>
<li> Analysis of trends and dynamics within conference venues. Analysis of authors affiliations and
their distribution on the research landscape.</li>
<li> Analysis of the evolution and forecast of technology diffusion across different disciplines and
research areas.</li>
<li> Creation and maintenance of the <a target="_blank"
href="https://cso.kmi.open.ac.uk/home">Computer Science Ontology</a> (automatically generated from
scientific literature) and automatic classification of papers.</li>
<li> Re-engineerization of the SKM<sup>3</sup> infrastructure for scholarly knowledge analytics:
moving from a single dataset hosted on a relational database to a scalable aggregation and analytics
infrastructure availing of the Big Data Cluster (Hadoop-based) owned by the university.</li>
<li> Exploration of the major scholarly datasets and sources of scholarly data such as CrossRef,
Microsoft Academic, Dimensions, Scopus, SciGraph, SemanticScholar and DBLP.</li>
<li> Management of the SKM<sup>3</sup> Azure infrastructure for a collaboration with <a
target="_blank" href="https://academic.microsoft.com">Microsoft Academics</a>.</li>
</ul>
</li>
<li>Technical support and cunsultancy for the project
<a target="_blank" href="http://citylabs.org.uk">CityLabs</a>. Consultancies delivered to several local
SMEs such as Medietas, UK postings and Design Buildings Ltd.
</li>
</ul>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">February 2017 - April 2019</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Research Assistant</h3>
<div class="subheading mb-3">Institute of Information Science and Technologies (ISTI), The National
Research Council of Italy (CNR), Pisa,
Italy
</div>
<ul>
<li>
<a target="_blank" href="https://www.openaire.eu">OpenAIRE2020</a> task leader: data flows and dynamics
monitoring services</li>
<li>
<a target="_blank" href="https://www.eagle-network.eu">EAGLE</a> technical manager: aggregation
workflows and data quality</li>
<li>Collaboration in the projects, OpenAIRE2020, OpenAIREplus,
<a target="_blank" href="http://www.peoplesheritage.eu/content/about_hope.htm">HOPE</a>,
<a target="_blank" href="http://efgproject.eu/index.php">EFG</a> and iCORDI</li>
<li>Realisation of service-oriented architectures (SOA) for data integration infrastructures</li>
<li>Development of
<a target="_blank" href="http://www.d-net.research-infrastructures.eu/node/1">D-NET</a> software
toolkit</li>
<li>Design of distributed systems for collaborative research environments</li>
<li>Data modelling, data management, curation and publishing</li>
</ul>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">November 2012 - January 2017</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Research Assistant</h3>
<div class="subheading mb-3">IMDEA Networks, Madrid, Spain</div>
<ul>
<li>Optimisation and performance evaluation of 802.11 MAC protocols</li>
<li>Collaboration within the framework of the EU FP7 research project FLAVIA</li>
<li>Research in Social Networks and predictions based on social media</li>
</ul>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">September 2010 - September 2011</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row">
<div class="resume-content mr-auto">
<h3 class="mb-0">Research Assistant</h3>
<div class="subheading mb-3">The Mærsk Mc-Kinney Møller Institute,\\The University of Southern Denmark,
Odense, Denmark</div>
<ul>
<li>Research in dynamic updating of Java software</li>
<li>Realisation of a case study for Javeleon, a Dynamic Software Updating System developed by a research
group
in the institute</li>
</ul>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">August 2009 - April 2010</span>
</div>
</div>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="education">
<div class="my-auto">
<h2 class="mb-5">Education</h2>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">Ph.D. in Information Engineering</h3>
<div class="subheading mb-3">University of Pisa, Italy</div>
<p>Thesis: “Data flow quality monitoring in data infrastructures”
<a href="https://etd.adm.unipi.it/theses/available/etd-12232016-151401/unrestricted/PhD_Thesis.pdf
">
<i class="fas fa-external-link-alt"></i>
</a>
<br /> Supervisors: Dr. Paolo Manghi (ISTI-CNR), Prof. Marco Avvenuti (University of Pisa)</p>
<!-- <p>GPA: 3.23</p> -->
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2013 - 2016</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">M.Sc. in Telematic Engineering</h3>
<div class="subheading mb-3">University Carlos III of Madrid, Spain</div>
<p>Thesis: “Control Theoretic Optimization of 802.11 WLANs: Implementation and Experimental Evaluation”
<a href="http://eprints.networks.imdea.org/277/1/A.Mannocci-MsC%20Thesis-July%202011.pdf">
<i class="fas fa-external-link-alt"></i>
</a>
<br /> Supervisors: Prof. Albert Banchs Roca (IMDEA Networks & UC3M), Prof. Vincenzo Mancuso (IMDEA
Networks)
</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2010 - 2011</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">M.Sc. in Computer Engineering</h3>
<div class="subheading mb-3">University of Pisa, Italy</div>
<p>Thesis: “Stepwise Evolution of Java Applications using Dynamic Updates”
<br /> Supervisor: Prof. Bo Nørregaard Jørgensen (Syddansk Universitet), Prof. Marco Avvenuti (University
of Pisa)
</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2007 - 2010</span>
</div>
</div>
<div class="resume-item d-flex flex-column flex-md-row mb-5">
<div class="resume-content mr-auto">
<h3 class="mb-0">B.Sc. in Computer Engineering</h3>
<div class="subheading mb-3">University of Pisa, Italy</div>
<p>Thesis: “Design and realisation of a software module for PLC/PAC remote controlling”
<br /> Supervisor: Prof. Aldo Balestrino (University of Pisa)
</p>
</div>
<div class="resume-date text-md-right">
<span class="text-primary">2003 - 2007</span>
</div>
</div>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="skills">
<div class="my-auto">
<h2 class="mb-5">Skills</h2>
<div class="subheading mb-3">Programming Languages & Tools</div>
<ul class="list-inline list-icons">
<li class="list-inline-item">
<i class="devicon-python-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-java-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-mongodb-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-postgresql-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-html5-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-bootstrap-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-css3-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-javascript-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-angularjs-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-git-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-visualstudio-plain"></i>
</li>
<li class="list-inline-item">
<i class="devicon-photoshop-plain"></i>
</li>
</ul>
<div>
<strong>Programming skills:</strong> Python, Java, JavaScript, C/C++, Bash scripting. Proficiency with Apache
Maven and VCSs (SVN & GIT). Advanced knowledge of Visual Studio Code, IntelliJ, Eclipse, NetBeans IDEs.
<strong>Data science frameworks & tools:</strong> Python notebooks, Pandas; <strong>big data</strong>:
Hadoop ecosystem, Hive, Spark, Map Reduce; <strong>complex networks</strong>: NetworkX, iGraph;
<strong>machine
learning</strong>: scikit-learn, Tensorflow/Keras; NLP: Gensim, NLTK; <strong>visualisation</strong>:
pyplot, plotly.
<strong>Java frameworks:</strong> proficiency with Spring framework (Core, MVC, Security), JPA and Hibernate.
<strong>Web development & JS frameworks:</strong> JQuery, Bootstrap, AngularJS, CSS, Django, JSP.
<strong>Application monitoring:</strong> ELK stack (Logstash, ElasticSearch, Kibana), Prometheus.
<strong>Markup languages:</strong> HTML, XHTML, XML (XML Schema, XPath, XQuery, XSL), LaTeX.
<strong>Web services and web applications:</strong> SOAP, WSDL, WADL, JAX-WS, REST, JAX-RS, Apache CXF,
Jersey, Apache
HTTP server and Apache Tomcat, Jetty, ServiceMix, OSGi;
<strong>Data management systems:</strong> proficiency with both SQL and noSQL paradigms; configuration and
optimisation of databases;
<strong>relational databases:</strong> PosgreSQL, MySQL, SQLite;
<strong>document stores:</strong> eXist, MongoDB;
<strong>triple stores:</strong> GraphDB, BlazeGraph;
<strong>k-v stores:</strong> Redis, Voldemort, EhCache;
<strong>time series databases:</strong> InfluxDB, Druid;
<strong>full-text indexes:</strong> Lucene/Solr, ElasticSearch.
<strong>Networking:</strong> Networking and Internet protocols. Wireless Networking and mobility.
Inter/Intra-domain routing.
Network security. Cisco CCNA certification.
</div>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="interests">
<div class="my-auto">
<h2 class="mb-5">Interests</h2>
<p>Love inline skating and freestyle slalom (instructor license), <a target="_blank" href="https://andremann.github.io/surf-lamma">windsurfing & SUP</a>, skiing, travelling, playing
electric
guitar, folding origami,
<a target="_blank" href="https://www.flickr.com/photos/andremann">shooting pictures</a>, reading Scandinavian
crime novels and fine cooking.</p>
</div>
</section>
<section class="resume-section p-3 p-lg-5 d-flex flex-column" id="awards">
<div class="my-auto">
<h2 class="mb-5">Awards, Scholarships & Committees</h2>
<ul class="fa-ul mb-0">
<li>
<i class="fa-li fas fa-trophy text-warning"></i>
Best Paper Award at The Web Conference 2018 (SAVE-SD workshop)
</li>
<li>
<i class="fa-li fas fa-graduation-cap text-normal"></i>
$20,000 Azure4research grant (Microsoft Research), 2018
</li>
<li>
<i class="fa-li fas fa-graduation-cap text-normal"></i>
GYM: Grants for Young Mobility (ISTI-CNR), 2016
</li>
<li>
<i class="fa-li fas fa-graduation-cap text-normal"></i>
Early Career Scientists programme (Research Data Alliance, RDA), 2014
</li>
</ul>
<br />
<ul class="fa-ul mb-0">
<li>
<i class="fa-li fas fa-users"></i>
Invited member of the steering committee <a target="_blank" href="http://epigraphy.info">epigraphy.info</a>
</li>
<li>
<i class="fa-li fas fa-users"></i>
Program committee member for several international conferences and
workshops such as K-CAP 2017-2019, ESWC 2019, The Web Conference
2018-2019, ISWC 2017, Re:coding Black Mirror 2017-2019 workshop series, EAGLE.
</li>
</ul>
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