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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>Professional Homepage of Prof. Dr. Michael Granitzer</title>
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<div class="container">
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<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
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<span class="icon-bar"></span>
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<img class="navbar-brand" src="photo.png" style="height:80px"/>
<a class="navbar-brand" href="#">M. Granitzer</a>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-navbar-collapse">
<Ul class="nav navbar-nav">
<li>
<a href="#PublicationList">Publications</a>
</li>
<li>
<a href="#Projects">Projects/Challenges</a>
</li>
<li>
<a href="#source">Source, Data and Demos</a>
</li>
<li>
<a href="#teaching">Teaching</a>
</li>
<li>
<a href="#">Thesis</a>
</li>
<li>
<a href="#resources">Resources</a>
</li>
</ul>
</div>
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</nav>
<!-- Page Content -->
<div class="container">
<div class="row">
<div class="col-md-12 text-justify">
<h1>Professional Homepage of Prof. Dr. Michael
Granitzer (Under Construction)</h1>
<p> Welcome to my professional homepage, which gathers all
activities and resources of my past and current
research.</p>
<cite> "The prize is the pleasure of finding the thing
out, the kick in the discovery, the observation that other
people use it - those are the real things, the honors
are unreal to me." (R. Feynman about the nobel prize)</cite>
</div>
</div>
<!-- /row-->
<div class="row">
<div class="col-md-12 text-justify">
<h2>Short CV</h2>
<img src="photo.jpg" class="pull-left"
style="padding:4px 5px 0px 0px"/><p> Since 2017 I am holding the <a href="http://www.fim.uni-passau.de/data-science"> Chair of Data Science </a> at the University of Passau, following a Professorship for Media Computer Science since 2012 (also at University of Passau). Before, I was Scientific Director of the <a href="http://www.know-center.at"> Know-Center Graz</a> (since 2010) and assistant professor at the <a href="http://kti.tugraz.at"> Knowledge Technology Institute of Graz University of Technology </a> (since 2008). In 2011, I had the pleasure to visit <a href="http://www.mendeley.com"> Mendeley Ltd</a> as a Marie Curie Research Fellow working on machine learning and information retrieval in academic knowledge bases.</p>
<p> On my educational background: I
studied <a href="http://portal.tugraz.at/portal/page/portal/TU_Graz/Einrichtungen/Fakultaeten/FakInformatik/dek7001/studium/Master%20Telematik">Telematik
at Graz University of Technology</a> with special focus on
Computational Intelligence and Biomedical Computer
Science. After receiving my MsC in 2004 I obtained a PhD
degree, passed with distinction, in technical science in
2006 under the supervision
of <a href="https://en.wikipedia.org/wiki/Klaus_Tochtermann">
Prof. Klaus Tochtermann </a>
and <a href="https://en.wikipedia.org/wiki/Hermann_Maurer">Prof. Hermann
Maurer</a>. In parallel to my MsC and PhD studies, I
worked as R&D project manager and later as division
manager for Knowledge Discovery at the Know-Center Graz
(2001-2010), where I conducted and managed projects on
automatic text classification, text retrieval in millions
of documents and visualisation of several million
documents. Before this, I was involved in several database
projects at JOANNEUM RESEARCH Austria in particular the
development of the IMDAS platform for museums and
libraries.</p>
</div>
</div>
<!-- /row-->
<div class="row">
<div class="col-md-8 text-justify">
<h2>Research Interests</h2>
<p> The on-going data deluge has been the main driver for my
research. I am particularly interested in intelligent
methods for extracting knowledge from unstructured or
semi-structured media (e.g. text,
images, social media, linked data) through exploiting
synergies between man and machine</p>
<p>Research Fields:
<ul>
<li> Knowledge Discovery in Media with a focus on
Deep Learning Methods
<li> Visual Analytics
<li> (Social) Network Analysis
<li> Personalized Information Retrieval
</ul>
</div>
<div class="col-md-4 text-justify">
<h2> Social Media Profiles</h2>
With varying degree of completness
<ul>
<li> <a href="https://orcid.org/0000-0003-3566-5507">ORCID</a>
<li> <a href="https://scholar.google.de/citations?user=nZKtn6AAAAAJ&hl=en&oi=sra">Google Scholar</a>
<li> <a href="https://www.linkedin.com/pub/michael-granitzer/8/390/2">
LinkedIn</a>
<div class="span2">
<script src="//platform.linkedin.com/in.js" type="text/javascript"></script>
<script type="IN/MemberProfile" data-id="https://www.linkedin.com/pub/michael-granitzer/8/390/28" data-format="hover" data-related="false"></script>
</div>
<li> Xing
<li> <a href="https://www.mendeley.com/profiles/michael-granitzer/"> Mendeley</a>
<li> <a href="https://www.researchgate.net/profile/Michael_Granitzer">Research Gate</a>
<li> <a href="https://twitter.com/mgrani">Twitter </a>
<li> <a href="https://github.com/mgrani">GitHub </a>
</ul>
</div>
</div>
<div class="row">
<div class="col-md-12 text-justify">
<h2>Selected Publications</h2>
<div class="col-md-12 text-justify">
<table id="pubTable_selected" class="table table-condensed"></table>
</div>
</div>
</div>
<!-- /.row -->
<div class="row" id="PublicationList">
<div class="col-md-12 text-justify">
<h2>All Publications</h2>
</div>
<div class="col-md-12 text-justify">
<table id="pubTable" class="table table-condensed"></table>
</div>
</div>
<div class="row" id="Projects">
<div class="col-md-12 text-justify">
<h2>European Projects </h2>
</div>
</div>
<div class="row">
<div class="col-md-4 text-justify">
<img src="http://eexcess.eu/wp-content/uploads/2013/04/eexcess_Logo_neu1.jpg" href="http://www.eexcess.eu" class="pull-left"
style="padding:4px 5px 0px 0px;width:150px"/> <a href="http://www.eexcess.eu"> EU FP7 IP EEXCESS - Enhancing
Europe’s eXchange in Cultural Educational and Scientific
reSources.</a>
<br>Scientific Coordinator (2013-2016)
<br>
The vision of EEXCESS is to push high-quality content from
the so-called long tail to platforms and devices which are
used every day. Instead of navigating a multitude of
libraries, repositories and databases, users will find
relevant and specialised information in their habitual
environment.
</div>
<div class="col-md-4 text-justify">
<img src="media/img/code_logo.png" href="http://www.eexcess.eu" class="pull-left"
style="padding:4px 5px 0px 0px;width :
150px"/> <a href="http://code-research.eu/"> FP7
STREP CODE -
Commercially Empowered Linked Open Data Ecosystems in
Research</a> <br>
Scientific Coordinator (2012-2014) <br>
The vision of CODE has been to create data markeptlace
concept for research through mining facts from
research papers and integrating those facts into
Linked Open Data repositories. Crowdsourcing
workflows have been investigated in order to enhance
the quality of fact extraction.
</div>
<div class="col-md-4 text-justify">
<img src="media/img/mico_logo.png" href="http://www.mico-project.eu/ " class="pull-left"
style="padding:4px 5px 0px 0px;width :
150px"/> <a href="http://www.mico-project.eu"> FP7
STREP MICO - Media In COntext </a> <br>
(2013-2016) <br>
MICO will develop models, standards and software tools to jointly analyse, query and retrieve information out of connected and related media objects (text, image, audio, video, office documents) to provide better information extraction results for more relevant search and information discovery.
</div>
</div>
<!-- /.row-->
<div class="row">
<div class="col-md-4 text-justify">
<img src="media/img/team_logo.png" href="http://cordis.europa.eu/project/rcn/94719_en.html" class="pull-left"
style="padding:4px 5px 0px 0px;width:150px"/> <a href="http://cordis.europa.eu/project/rcn/94719_en.html"> FP7 Marie Curie IAPP Project TEAM -Transferring knowledgE in Academic knowledge</a>
<br>Coordinator (2010-2012)
<br>The main objective of the TEAM proposal is to enable and cultivate a dynamic partnership and two-way transfer of knowledge between TUG as a public research institution with key competencies in knowledge management and semantic technologies and the two private commercial SMEs Mendeley and ELIKO with engineering expertise in developing commercial knowledge management solutions and products
</div>
<div class="col-md-4 text-justify">
<a href="https://www.eurostars-eureka.eu/content/eurostars-makinit-project"> Eurostars Project MAKIN IT-Managing Academic Knowledge with INtegrated, collaboratIve Tools</a>
<br>Researcher, (2009-2010)
<br>The general objective of the MAKIN’ IT project is to develop a consistent database of academic knowledge, driven by semantic algorithms, to efficiently manage and share academic content, and to achieve superior recommendations based on personalised user profiles and user preferences.
</div>
<div class="col-md-4 text-justify">
<a href="http://cordis.europa.eu/project/rcn/99075_en.html"> FP7 Marie Curie IRSES Project WIQ EI–Web Information Quality Evaluation Initiative </a>
<br>Coordinator, (2011-2012)
<br>Today’s information and data pools on the Web focus on the quantity of information rather than its quality; a fact observable through the increasing size of the blogosphere, the number of growing artificially created data, the well established copy & paste syndrome and the lack of semantically enriched data. The research underlying WIQ-EI’s knowledge transfer addresses information quality in terms of determining web quality measures and the development of multi-lingual, automatic methods for estimating those measures.
</div>
</div> <!-- /.row -->
<div class="row">
<div class="col-md-12 text-justify">
<h2>Nationaly funded research Projects - Germany</h2>
</div>
</div>
<div class ="row">
<div class="col-md-4 text-justify">
<img src="media/img/mirkul_logo.png" href="http://www.mirkul.uni-passau.de/ueberblick/" class="pull-left"
style="padding:4px 5px 0px 0px;width :
150px"/> <a href="http://www.mirkul.uni-passau.de/ueberblick/ ">
BMBF funded VIP Project mirKUL - Kollaborative Unterstützung von Arbeits- und Lernprozessen im Unternehmen mit mobilen interaktiven Multimedia-Anwendungen </a> <br>
Scientific Coordinator, (2013-2016) <br>
(in German:) Ziel des vorliegenden Validierungsvorhabens mirKUL ist es, kleinen und mittleren Unternehmen (KMU) ein kostengünstiges, multimedial gestütztes System zum Wissenstransfer anzubieten, dass sich an die speziellen Bedürfnisse des Unternehmens anpassen lässt und die rechtlichen Anforderungen des Datenschutzes und des Betriebsverfassungsrechts erfüllt. Die wirtschaftlichen Verwertungsmöglichkeiten sollen bei unternehmensinternen, unternehmensexternen und unternehmens- übergreifende Anwendungen überprüft werden. Im Erfolgsfall entstehen neue Dienstleistungen und Softwareprodukte, mit denen die Effizienz des Wissensmanagements in KMU nachhaltig gesteigert werden kann.
</div>
<div class="col-md-4 text-justify">
<img src="http://www.uni-passau.de/fileadmin/dokumente/wissenschaft/Fotolia_89393115_web.jpg" href="http://www.uni-passau.de/internetkompetenzzentrum-ostbayern/" class="pull-left"
style="padding:4px 5px 0px 0px;width :
125px"/> <a href="http://www.uni-passau.de/internetkompetenzzentrum-ostbayern/">
Internetkompetenzzentrum Ostbayern: Teilprojekt BODA - Big and Open Data Analytics für den Mittelstand </a><br>
Scientific Coordinator, (2015-2020) <br>
(in German:) Das Teilprojekt „BODA“ zielt auf die Erforschung, Entwicklung und prototypische Erprobung neuer Cloud-Dienste zur Nutzbarmachung offener Daten in Big Data-Prozessen für den bayerischen Mittelstand. Die Erforschung erfolgt in Zusammenarbeit mit Wirtschaftspartnern u.a. aus dem Bereich der Datenanalyse und Anwendungspartnern im Bereich der datengestützten Kundenanalyse.
</div>
<div class="col-md-4 text-justify">
<a href="http://www.uni-passau.de/internetkompetenzzentrum-ostbayern/">
IT4ALL: Digitale Geisteswissenschaften Bayern</a><br>
Teaching Project, Coordinator, (2015-2020) <br>
</div>
</div>
<!-- /.row-->
<div class="row">
<div class="col-md-12 text-justify">
<h2>National funded research Projects - Austria</h2>
</div>
</div>
<div class ="row">
<div class="col-md-4 text-justify">
<img src="media/img/know_logo.png" href="http://www.know-center.tugraz.at/" class="pull-left"
style="padding:4px 5px 0px 0px;width :
150px"/> <a href="http://www.know-center.tugraz.at/">
Different K-Plus/COMET Projects at the Know-Center
GmbH in Graz</a><br>
Several Roles, (2001-2012) <br>
(in German:) K-Plus/COMET projects are application oriented research projects conducted at the Know-Center Graz, where I have been area manager and later on scientific director. The research projects were funded under the Austrian K-Plus/COMET program. Partner projects have been conducted with industry partners; strategic research projects are basic research projects conducted with scientific partners.
</div>
<div class="col-md-4 text-justify">
<img src="media/img/dyonipos_logo.jpg" href="http://www.iicm.tugraz.at/DIONYPOS" class="pull-left"
style="padding:4px 5px 0px 0px;width :
150px"/> <a href="http://www.iicm.tugraz.at/DIONYPOS">
DYONIPOS - DYnamic ONtology based Integrated Process OptimiSation</a><br>
Scientific Coordinator, (2006-2008) <br>
(in German:) Zielsetzung von DYONIPOS ist die Entwicklung eines kontextsensitiven, intelligenten, hochflexiblen Systems, welches zu einer signifikanten Produktivitätssteigerung in wissensintensiven Unternehmen beiträgt. Basierend auf semantischen Technologien, Methoden des Knowledge Discovery und Verfahren wie der Wissensflussanalyse integriert DYONIPOS strukturierte, explizit abgebildete Geschäftsprozesse und dynamische, undokumentierte Wissensflüsse. Semantische Technologien ermöglichen dabei eine flexible und einheitliche Behandlung von strukturierten als auch unstrukturierten Geschäftsprozessen und Daten.
</div>
<div class="col-md-4 text-justify">
<a href="http://www.know-center.tugraz.at/forschung/projekte/mistral-measurable-intelligent-and-reliable-semantic-extraction-and-98/">
FIT-IT Semantic Systems: MISTRAL- Measurable Intelligent and Reliable Semantic Extraction and Retrieval of Multimedia Data</a><br>
Researcher, (2005-2007) <br>
Multimedia data has a rich and complex structure in terms of inter- and intra-document references and can be an extremely valuable source of information. However, this potential is severely limited until and unless effective methods for semantic extraction and semantic-based cross-media exploration and retrieval can be devised. MISTRAL will extract a large variety of semantically relevant metadata from one media type and integrate it closely with semantic concepts derived from other media types. Eventually, the results from this cross-media semantic integration will also be fed back to the semantic extraction processes of the different media types so as to enhance the quality of the results of these processes.
</div>
<div class="row">
<div class="col-md-6 text-justify">
<h2>Challenges </h2>
<ul>
<li> <a href="http://pan.webis.de/"> International Competition on Plagiarism Detection, PAN 10 @ CLEF 2010 – Cross Language Evaluation Forum (3rd)</a>
<li> <a href="http://www.ecmlpkdd2010.org/articles-mostra-2041-eng-discovery_challenge_2010.htm "> Discovery Challenge 2010, ECML/PKDD 2010 (2nd)</a>
<li> <a href="http://ixa2.si.ehu.es/clirwsd/index.php?option=com_content&view=article&id=18&Itemid=38">Robust WSD Task @ CLEF 2009 –Cross Language Evaluation Forum (3rd) </a>
<li> <a href="http://ir.dcs.gla.ac.uk/wiki/TREC-BLOG">Blog Distillation Task @ TREC 2009 – Text Retrieval Evaluation Conference</a>
<li> <a href="http://ir.dcs.gla.ac.uk/wiki/TREC-BLOG">Blog Distillation Task @ TREC 2011 – Text Retrieval Evaluation Conference</a>
<li> <a href="http://ixa2.si.ehu.es/clirwsd/index.php?option=com_content&view=article&id=14&Itemid=39"> International Competition on Plagiarism Detection, PAN 09</a>
<li> <a href="http://www.inex.otago.ac.nz/">Initiative for the Evaluation of XML Retrieval, INEX 2008, Link-the-Wiki Track</a>
</ul>
</div>
<div class="col-md-6 text-justify">
<h2>Awards</h2>
<ul>
<li> Best Fit-IT Semantic System Research Proposal 2005 (Award of the BMVIT Austria), Principal Investigator
<li> <a href="http://www.iaria.org/conferences2009/AwardsINTENSIVE09.html">Best Paper Award Intensive 2009 „Accelerating K-Means on the Graphics Processor via CUDA”, Co-Author</a>
<li> Best Paper Award JCDL 2012 “TeamBeam - Meta-Data Extraction from Scientific Literature”, Co-Author
<li> 2013 ACM Douglas Engelbart Best Paper Award Nominee at Hypertext 2013, 24th ACM Conference on Hypertext and Social Media (HT’2013), for the paperModels of human navigation in information networks based on decentralized search, Paris, France, Co-Author
<li> 2014 iV Best Paper Award: Seifert, C.; Jurgovsky, J. & Granitzer, M. FacetScape: A Visualization for Exploring the Search Space Proc. International Conference on Information Visualization (IV), IEEE Computer Society, 2014, 94-101
</ul>
</div>
</div>
<div class="row" id="teaching">
<div class="col-md-12 text-justify">
<h2>Teaching and Teaching Materials</h2>
My current teaching activities can be found on the <a href="http://www.fim.uni-passau.de/medieninformatik/lehre-und-studium/">Uni Passau Homepage.</a>
<h3>Teaching Material</h3>
<ul>
<li> <a href="http://www.uni-weimar.de/en/media/chairs/webis/teaching/lecturenotes/#machine-learning">I am contributing to the WEBIS Lecture Notes on Machine Learning</a>
<li> <a href="https://github.com/mgrani/LODA-lecture-notes-on-data-analysis">Lecture Notes on Data Analysis </a> <a href="https://zenodo.org/badge/latestdoi/21848/mgrani/LODA-lecture-notes-on-data-analysis"><img src="https://camo.githubusercontent.com/6af59968f9f1c4504484cb9417ff7cf4e267fd57/68747470733a2f2f7a656e6f646f2e6f72672f62616467652f32313834382f6d6772616e692f4c4f44412d6c6563747572652d6e6f7465732d6f6e2d646174612d616e616c797369732e737667" alt="DOI" data-canonical-src="https://zenodo.org/badge/21848/mgrani/LODA-lecture-notes-on-data-analysis.svg" style="max-width:100%;"></a>
</ul>
</div>
</div>
<div class="row" id="source">
<div class="col-md-6 text-justify">
<h2>Tools, Demos, Source Code</h2>
<ul>
<li> <a href="http://schlegel.github.io/balloon/">Balloon - A toolsuit for Linked Data consumption </a>
<li> <a href="https://github.com/Leative/STOA">Creating optimized Navigation Hierarchies using Genetic Algorithms</a>
</ul>
</div>
<div class="col-md-6 text-justify">
<h2>Ressources</h2>
This is a list of resources i find helpful.
<h3>Scientific Process </h3>
<ul>
<li> <a href="https://zenodo.org/">Zenodo for archiving not only publications, but also source</a>
<li> <a href="http://dissem.in">Dissemin for seeing which of your papers can be made Open Access</a>
<li> <a href="http://orcid.org"> Orcid for Registering a Unique Researcher ID </a>
</ul>
<h3>Videos</h3>
<ul>
<li> <a href="https://vimeo.com/89936101"> John Cleese on Creativity </a>
</ul>
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