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Dr. Markus Schedl Department of Computational Perception Johannes Kepler University (JKU) Linz Altenberger Str. 69, A-4040 Linz, Austria Science Park 3, Room 442 (4th Floor)
> Current Position
|
| Assistant Professor at the Department of Computational Perception of the Johannes Kepler University Linz, Austria. |
| Information Retrieval
/ Data Mining / Web Mining / Social Media Mining |
| Music Information Research / Multimedia Retrieval |
| Information Visualization / Intelligent User Interfaces |
| Machine Learning / Data Projection and Dimensionality Reduction |
| Recommendation / Personalization |
| International Business / Financial Markets |
| IEEE Conference on Visual Analytics Science and Technology (IEEE VAST): 2013 |
| European
Conference on
Information Retrieval (ECIR): 2012, 2013 |
| ACM Multimedia: 2012, 2013 |
| International Conference on Acoustics, Speech, and Signal Processing (ICASSP): 2012 |
| International Computer Music Conference (ICMC): 2012 |
| Sound and Music Computing Conference (SMC): 2011, 2012 |
| International Joint Conferences on Artificial Intelligence (IJCAI): 2009 |
| European Conference on Artificial Intelligence (ECAI): 2008, 2012 |
| International Symposium on Methodologies for Intelligent Systems (ISMIS): 2009 |
| IEEE International Conference on Digital Information Management (ICDIM): 2006, 2010 |
| International Society for Music Information Retrieval Conference (ISMIR): 2006, 2007, 2008, 2009, 2010 |
| IEEE Information Visualization Conference (InfoVis): 2008 |
| IEEE Visualization Conference (Vis): 2005 |
Project
Proposals / Funding Bodies
| Swiss National Science Foundation (SNSF), Switzerland |
| CONICYT,
Chile |
Organization of Conferences, Workshops, etc.
| MediaEval Benchmark "Affect Task: Violent Scenes Detection": 2013 |
| MusiCLEF Benchmarking Activity: 2011, 2012, 2013 |
| International Workshop on Search and Mining User-generated Contents (SMUC): 2011 |
| International Workshop on Adaptive Multimedia Retrieval (AMR): 2010 |
| International Workshop on Advances in Music Information Research (AdMIRe): 2009, 2010, 2011, 2012 |
| International
Workshop on
Real-Time Analysis and Mining of Social Streams (RAMSS): 2013 |
| ACM Multimedia: 2013 |
| European Conference on Information Retrieval (ECIR): 2013 |
| Workshop on Context-awareness in Retrieval and Recommendation (CaRR): 2012, 2013 |
| International Conference on MultiMedia Modeling (MMM): 2012 |
| ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies (MIRUM): 2011, 2012 |
| Challenge on Context-Aware Movie Recommendation (CAMRa): 2011 |
| International Workshop on Social Web Mining: 2011 |
| European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD): 2011 - Discovery Challenge |
| Workshop on Music Recommendation and Discovery (WOMRAD): 2010, 2011 |
| International Workshop on Adaptive Multimedia Retrieval (AMR): 2010 - PC Chair, 2011, 2012 |
| International Workshop on Content-Based Multimedia Indexing (CBMI): 2010 |
| International Society for Music Information Retrieval Conference (ISMIR): 2010, 2011, 2012, 2013 |
| International Workshop on Advances in Music Information Research (AdMIRe): 2009 - PC Chair, 2010 - PC Chair, 2011 - PC Chair, 2012 - PC Chair |
| IEEE International Conference on Digital Information Management (ICDIM): 2006, 2010 |
| Co-editor of International Journal of Multimedia Information Retrieval: Special Issue on Hybrid Music Information Retrieval, Springer. |
| Co-editor of Dagstuhl
Follow-Ups, Vol. 3: Multimodal Music Processing, Dagstuhl
Publishing, Saarbrücken/Wadern, Germany, 2012 |
| Co-editor of Springer LNCS 6817: Adaptive Multimedia Retrieval: Context, Exploration, and Fusion, Heidelberg, Germany, 2011 |
| Research Talk "#nowplaying Gangnam Style: Harvesting Social Media for Music Information Retrieval" at Vienna University of Technology, Austria, June 2013 |
| Research Talk "Mining User-generated Data for Music Information Retrieval" at Kungliga Tekniska Högskolan, Stockholm, Sweden, March 2013 |
| Research Talk
"Social Media
Mining for Listening Behavior Analysis" at Universiteit
van Amsterdam, the Netherlands,
November 2012 |
| Research Talk
"Connecting Music
Information
Retrieval and Social Media Mining" at Technische
Universität Graz, Austria, October 2012 |
| Research Talk
"Harvesting
Musical Information from Microblogs" at Universität Innsbruck, Austria,
August 2012 |
| Research Seminar "Geo-Aware Music Information Extraction from Social Media" at Universitat Pompeu Fabra, Barcelona, Spain, February 2012 |
| Research Colloquium "Social Media Mining for
Music
Information Extraction" at Universidade do Porto, Portugal,
February 2012 |
| Research Seminar "Inferring
Music Similarity from Content and Context" at Free
University of Bolzano,
Italy, November 2011 |
| Research Talk
"Contextual Music
and User Data for Personalized Music Retrieval" at Utrecht
University, the
Netherlands, September 2011 |
| Research
Talk "Web Content
Mining for Music Retrieval" at Vienna
University of Technology, Austria, April
2011 |
| Research Seminar "The (Social) Web and Music, Stars and the Like" at Queen Mary, University of London, UK, March 2011 |
| Seminar on Multimodal Music Processing, Dagstuhl, Germany, January 2011 |
| Workshop on Learning the Semantics of Audio Signals (LSAS 2009), Graz, Austria, December 2009 |
| Best Paper Committee Member | International
Society for Music
Information Retrieval Conference (ISMIR): 2011,
2012 |
| Judging Panel Member | International Computer Music Conference (ICMC): 2011 |
Current Funded Projects
| Social
Media Mining for Multimodal Music Retrieval -
Project Leader 2013 - 2016 Austrian Science Fund (FWF) |
| Performances
as Highly Enriched aNd Interactive Concert eXperiences (PHENICX)
- Work Package Leader 2013 - 2016 European Commission |
| Personalized
Music Retrieval via
Music Content, Music Context, and User Context - Project
Leader 2010 - 2013 Austrian Science Fund (FWF) |
| Music Retrieval Beyond Simple Audio
Similarity 2008 - 2011 Austrian National Science Foundation (FWF): Research Line "Translational Research" |
Internal Projects
| Mobile Music
Genius
since 2012 An intelligent mobile music player that learns listeners' taste and adapts the playlist accordingly |
| Music
Tweet Map
since 2012 A visualization and exploration tool for music listening behaviour as observed via Microblogs |
| AGMIS - Automatically Generated Music
Information System since 2007 A music information system build upon Web-based music information extraction techniques |
| CoMIRVA - Collection of Music Information
Retrieval and Visualisation Applications since 2004 A framework for Java-implementations of various algorithms concerning information retrieval and visualization of music and multimedia |
Past Scientific Projects
| Clouds of Music 2006 - 2007 ImpulsProgramm creativwirtschaft Cooperation with Innomotion, Vienna; Austrian Research Centers (Resarch Studio Smart Agent Technologies); 3united mobile solutions AG, Vienna. See this link for more information. |
| Operational Models of Music Similarity for
Music Information Retrieval 2005 - 2008 Austrian National Science Foundation (FWF): Research Line "Translational Research" |
| AllThatSounds 2005 - 2008 Österreichische Forschungsförderungsgesellschaft (FFG) Cooperation with Fachhochschule (University of Applied Sciences) St. Pölten; Team Teichenberg; Audite. |
Lectures at JKU
| Spezielle Kapitel aus Informatik: Exploratory Data Analysis | WT 2010/11, WT 2011/12 |
| Spezielle Kapitel aus Informatik: Music Information Retrieval | ST 2008, ST
2009, ST 2010, ST
2011, ST
2013
|
| Seminar aus Pervasive Computing | ST
2009, WT 2009/10, SS
2010, WT 2010/11, ST
2011, WT 2011/12, ST
2012 |
| Praktikum
aus Informatik |
WT
2010/11, WT
2011/12 |
| Artificial Intelligence Übung | WT 2007/08, WT
2009/10, WT
2010/11 |
| Seminar: Intelligente Systeme | ST 2007 |
| Projektpraktikum Masterstudium | ST 2007 |
| Übungen zu Softwareentwicklung I | WT 2006/07 |
| Spezielle Kapitel aus Intelligente Systeme: Pattern Recognition and Classification - Responsible for Practical Exercise | ST 2006 |
Guest Lectures
| 03/2013 | Kungliga Tekniska Högskolan, Stockholm, Sweden |
| 02-03/2012 |
Universitat
Pompeu Fabra, Barcelona, Spain |
| 09/2011 |
Utrecht
University, the Netherlands |
| 02-03/2011 | Queen Mary, University of London, UK, School of Electronic Engineering and Computer Science |
Supervised Bachelor and Master Theses
| Martin Moser |
BSc: Automatic
Playlist
Generation in Music Streaming Services |
|
| Mohammad Naghavi |
BSc: Estimating
Artist and
Track Popularity from Social Media |
|
| Claus Schabetsberger | MSc: Personalized
Music
Recommendation in a Mobile Environment |
|
| Georg Breitschopf | MSc: Personalized Playlist Generation on Mobile Android Devices | |
| Sebastian Pöll |
09/2012 |
BSc: A
Recommender
System Based on YouTube Activities |
| Markus Dopler |
02/2012 |
MSc: Hierarchical
Navigation
Through Music Collections via Audio and Web Data |
| Bernhard
Veitschegger |
02/2012 |
BSc: Automatic
Generation of
BibTeX Files from PDFs via Web Mining |
| Michael Aufreiter | 12/2011 |
MSc: Web-based Information Visualization |
| Sebastian Huber |
12/2011 |
BSc: nepTune for Android |
| Thomas Gängler | 05/2011 |
MSc: Semantic Federation of Musical and Music-related Information for Establishing a Personal Music Knowledge Base |
| Christian Höglinger | 10/2010 | MSc: A Hierarchical, Three-dimensional User Interface for Exploring Large Music Collections |
| Andreas Krenmair | 05/2010 | MSc: Music-related Information Extraction from the Web Pages |
| Benjamin Beer | 03/2010 |
BSc: Towards a Focused Web Crawler for Music Based on Bingo! |
| Daniel Thaller | 09/2009 | BSc: Accessing the Power of YouTube to Determine Similar-Artist Relations |
| Joel Valek | 02/2009 | BSc: A Client/Server-System for Automated Song Identification |
| Andrea Salfinger | 11/2008 | BSc: Multidimensional Scaling and Tag Clouds: New Approaches for Browsing Very Large Music Collections |
| Markus Jordan | 03/2008 | MSc: Analysing and Visualising the Similarity of Web Radio Stations |
| Florian Marchl | 02/2007 | BSc: Extending the Java Swing Canvas to Support PostScript Output |
| Manfred Waldl | 11/2006 | BSc: Islands of Music 3D for Mobile Devices |
| Klaus Seyerlehner | 10/2006 | MSc: Content-based Similarity Metrics for Navigating in Music Collections |
| Markus Straub | 03/2006 | BSc: Extending the CoMIRVA Framework with Initialization Algorithms for SOM and Playlist Generation Methods |
| Richard Vogl |
10/2005 | BSc: A 3D User Interface for the CoMIRVA Framework |
Jury Memberships of Defenses
| Marius Kaminskas | 05/2013 | PhD: Free Univsersity of Bozen - Bolzano, Italy |
| Mohamed Sordo |
02/2012 |
PhD: Semantic Annotation of Music Collections: A Computational Approach, Universitat Pompeu Fabra, Barcelona, Spain |
Tutorials
| "Music Similarity and Retrieval on the Web and in Social Media" at 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), Dublin, Ireland, July 2013 (jointly with Peter Knees) |
| "Music
Information Retrieval"
at ACM
International
Conference on Multimedia Retrieval (ICMR), Hong Kong, June
2012
(jointly with Masataka
Goto) |
| "Music Information Retrieval 2.0" at 34th European Conference on Information Retrieval (ECIR), Barcelona, Spain, April 2012 (jointly with Peter Knees) |
| 03/2011 - 04/2012 |
University | Bachelor Studies in Scandinavian Studies at University of Vienna, Universitätsring 1, A-1010 Vienna |
| 23/11/2010 | University | Graduation in International Business Administration from Vienna University of Economics and Business Administration |
| 08/2008 - 01/2009 | University | Exchange Semester in International Business Administration at Handelshögskolan (Göteborgs Universitet), Vasagatan 1, Göteborg, Sweden |
| 24/07/2008 | Graduation (with distinction) in Technical Sciences from Johannes Kepler University Linz, PhD Thesis: Automatically Extracting, Analyzing, and Visualizing Information on Music Artists from the World Wide Web | |
| 10/2004 - 07/2008 | University | PhD Study in Computer Science at Johannes Kepler University Linz, Altenberger Straße 69, A-4040 Linz |
| 03/2003 - 11/2010 | University | Diploma Study in International Business Administration at Vienna University of Economics and Business Administration, Augasse 2-6, A-1090 Vienna |
| 16/03/2004 | Graduation in Computer Science from Vienna University of Technology, Master's Thesis: An Explorative, Hierarchical User Interface to Structured Music Repositories | |
| 10/1998 - 03/2004 | University | Diploma Study in Computer Science at Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 17/06/1998 | High School Graduation (with distinction), Fachbereichsarbeit aus Informatik | |
| 09/1990 - 06/1998 | High School | Realgymnasium, Laaer Berg-Straße 25-29, A-1100 Vienna |
| 09/1986 - 06/1990 | Primary School | Volksschule, Bernhardtstalgasse 19, A-1100 Vienna |
| 02/2009 - |
Assistant Professor at the Department of Computational Perception of the Johannes Kepler University Linz, Altenberger Straße 69, A-4040 Linz |
| 07/2005 - 01/2009 |
Research Assistant at the Department of Computational Perception of the Johannes Kepler University Linz, Altenberger Straße 69, A-4040 Linz |
| 09/2004 - 06/2005 |
Scientific Assistant at the Austrian Research Institute for Artificial Intelligence, Freyung 6/6, A-1010 Vienna |
| 03/2004 - 12/2004 | Contract for work and services: Analysis of systems for digital music distribution, Development of a prototype for intelligent music search at Austrian Research Institute for Artificial Intelligence, Freyung 6/6, A-1010 Vienna |
| 03/2004 - 07/2004 | Tutor for "Theoretical Computer Science" ("Theoretische Informatik") at Institute of Computer Languages, Theory and Logic Group, Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 10/2003 - 01/2004 | Teaching Assistant (Studienassistent) for "Knowledge Based Systems" ("Wissensbasierte Systeme") at Institute of Information Systems, Knowledge Based Systems Group, Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 07/2003 - 08/2003 | Software Engineer (MS Excel VBA) and Team Leader at Siemens AG Österreich, Gudrunstraße 11, A-1101 Vienna |
| 03/2003 - 06/2003 | Teaching Assistant (Studienassistent) for "Knowledge Based Systems" ("Wissensbasierte Systeme") at Institute of Information Systems, Knowledge Based Systems Group, Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 10/2002 - 01/2003 | Teaching Assistant (Studienassistent) for "Database Systems" ("Datenbanksysteme") at Institute of Information Systems, Database and Artificial Intelligence Group, Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 07/2002 - 08/2002 | Software Engineer (MS Access and MS Excel Applications) at Siemens AG Österreich, Gudrunstraße 11, A-1101 Vienna |
| 03/2002 - 06/2002 | Teaching Assistant (Studienassistent) for "Data Modelling" ("Datenmodellierung") at Institute of Information Systems, Database and Artificial Intelligence Group, Vienna University of Technology, Karlsplatz 13, A-1040 Vienna |
| 07/2001 - 08/2001 | Software Engineer (MS Visual Basic and Visual Basic for Applications) at Siemens AG Österreich, Gudrunstraße 11, A-1101 Vienna |
| 07/2000 | Web Designer (Interactive Panorama Views) and Hardware Assembly at Heimhilcher & Weber GmbH, Steingasse 33, A-1030 Vienna |
| 07/1999 | Heimhilcher & Weber GmbH, Steingasse 33, A-1030 Vienna |
| 08/1996, 08/1997, 07/1998 | Update EDV Dienstleistungs- und Handelsges.m.b.H., Landstraßer Hauptstraße 146, A-1030 Vienna |
| 02/1999 - 01/2000 | Civilian Service at Kinderfreunde Wien |
| German | native |
| English | excellent |
| French | proficient |
| Italian | conversant |
| Swedish | conversant |
| ISMIR (International Society for Music Information Retrieval) |
| IEEE (Institute of Electrical and Electronics Engineers) |
| ACM
(Association for Computing Machinery) |
| TU Wien alumni club |
