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<span class="d-block d-lg-none">Andrea Mannocci</span>

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<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>

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<p>

<span class="subheading">In a nutshell: </span>Data scientist &amp; 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">

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<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>

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<ul>

<li>

Member of the Scholarly Knowledge Modelling, Mining and sense Making (<a target="_blank"

href="http://skm.kmi.open.ac.uk">SKM³</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 SKM³ 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 SKM³ 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 &amp; 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 &amp; 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>

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<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 &amp; 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 &amp; 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>

</div>

</section>

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