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Dr. Markus Schedl Department of Computational Perception Johannes Kepler University (JKU) Linz Altenberger Str. 69, A-4040 Linz, Austria TNF-Tower, Room 726 (7th Floor) Tel:
+43 732 2468 1512
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| Assistant Professor and Technical Assistant at the Department of Computational Perception of the Johannes Kepler University Linz, Austria. |
Information on upcoming conferences can be found here.
| Music Information Retrieval (MIR) |
| Web Information Extraction |
| Information Visualization |
| Intelligent User Interfaces |
| Recommendation and Personalization |
| Multimedia Retrieval |
| Data Mining / Web Mining |
| International Business |
Conferences
| 2010 |
| Automatic
Music Tag Classification based on Block-Level Features Seyerlehner, K., Widmer, G., Schedl, M., and Knees, P. Proceedings of the 7th Sound and Music Computing Conference (SMC 2010), Barcelona, Spain, July 2010. >> BibTeX |
| What's Hot? Estimating
Country-Specific Artist Popularity Schedl, M., Pohle, T., Koenigstein, N., and Knees, P. Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, the Netherlands, August 2010. >> BibTeX |
| On the Use of Microblogging Posts for
Similarity Estimation and Artist Labeling Schedl, M. Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, the Netherlands, August 2010. >> BibTeX |
| Supervised
and Unsupervised Web Document Filtering Techniques to Improve
Text-Based Music Retrieval Knees, P., Schedl, M., Pohle, T., Seyerlehner, K., and Widmer, G. Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, the Netherlands, August 2010. >> BibTeX |
| Country of Origin Determination via Web
Mining Techniques Schedl, M., Schiketanz, C., and Seyerlehner, K. Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2010): 2nd International Workshop on Advances in Music Information Research (AdMIRe 2010), Singapore, July 2010. >> BibTeX |
| Three Web-based
Heuristics to Determine a Person's or Institution's Country of Origin Schedl, M., Seyerlehner, K., Schnitzer, D., Widmer, G., and Schiketanz, C. Proceedings of the 33th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2010), Geneva, Switzerland, July 2010. >> BibTeX |
| 2009 |
| Context-based
Music Similarity Estimation Schedl, M. and Knees, P. Proceedings of the 3rd International Workshop on Learning the Semantics of Audio Signals (LSAS 2009), Graz, Austria, December 2009. >> PDF, BibTeX |
| Augmenting
Text-Based Music Retrieval with Audio Similarity Knees, P., Pohle, T., Schedl, M., Schnitzer, D., Seyerlehner, K., and Widmer, G. Proceedings of the 10th International Conference on Music Information Retrieval (ISMIR 2009), Kobe, Japan, October 2009. >> PDF, BibTeX |
| On Rhythm and
General Music Similarity Pohle, T., Schnitzer, D., Schedl, M., Knees, P., and Widmer, G. Proceedings of the 10th International Conference on Music Information Retrieval (ISMIR 2009), Kobe, Japan, October 2009. |
| The ISMIR Cloud:
A Decade of ISMIR Conferences at Your Fingertips Grachten, M., Schedl, M., Pohle, T., and Widmer, G. Proceedings of the 10th International Conference on Music Information Retrieval (ISMIR 2009), Kobe, Japan, October 2009. >> PDF, BibTeX |
| 2008 |
| Exploring Music
Artists via Descriptive Terms and Multimedia Content Schedl, M. and Pohle, T. Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies (SAMT 2008), Koblenz, Germany, December 2008. >> PDF, BibTeX |
| Accessing Music
Collections via Representative Cluster Prototypes in a Hierarchical
Organization Scheme Dopler, M., Schedl, M., Pohle, T., and Knees, P. Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR 2008), Philadelphia, PA, USA, September 2008. >> PDF, BibTeX |
| A Deeper Look
into Web-based Classification of Music Artists Knees, P., Schedl, M., and Pohle, T. Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (LSAS 2008), Paris, France, June 2008. >> PDF, BibTeX |
| Investigating
Different Term Weighting Functions for Browsing Artist-Related Web
Pages by Means of Term Co-Occurrences Schedl, M. and Knees, P. Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (LSAS 2008), Paris, France, June 2008. >> PDF, BibTeX |
| Towards an
Automatically Generated Music Information System via Web Content Mining Schedl, M., Knees, P., Pohle, T., and Widmer, G. Proceedings of the 30th European Conference on Information Retrieval (ECIR 2008), Glasgow, Scotland, March-April 2008. © Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series. >> PDF, BibTeX |
| A
Document-centered Approach to a Natural Language Music Search Engine Knees, P., Pohle, T., Schedl, M., Schnitzer, D., and Seyerlehner K. Proceedings of the 30th European Conference on Information Retrieval (ECIR 2008), Glasgow, Scotland, March-April 2008. © Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series. |
| 2007 |
| Browsing the Web
Using Stacked Three-Dimensional Sunbursts to Visualize Term
Co-Occurrences and Multimedia Content Schedl, M., Knees, P., Widmer, G., Seyerlehner, K., and Pohle, T. Proceedings of the IEEE Visualization 2007 Conference (Vis 2007), Sacramento, California, USA, October 2007. >> PDF, BibTeX |
| The Quest for
Ground Truth in Musical Artist Tagging in the Social Web Era Geleijnse, G., Schedl, M., and Knees, P. Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007), Vienna, Austria, September 2007. >> PDF, BibTeX |
| Meaningfully
Browsing Music Services Pohle, T., Knees, P., Schedl, M., and Widmer, G. Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007), Vienna, Austria, September 2007. >> PDF, BibTeX |
| Web-based
Detection of Music Band Members and Line-Up Schedl, M., Widmer, G., Pohle, T., and Seyerlehner, K. Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007), Vienna, Austria, September 2007. >> PDF, BibTeX |
| Automatic Music
Detection in Television Productions Seyerlehner, K., Pohle, T., Schedl, M., and Widmer, G. Proceedings of the 10th International Conference on Digital Audio Effects (DAFx 2007), Bordeaux, France, September 2007. >> PDF, BibTeX |
| Automatically
Detecting Members and Instrumentation of Music Bands via Web Content
Mining Schedl, M. and Widmer, G. Proceedings of the 5th Workshop on Adaptive Multimedia Retrieval (AMR 2007), Paris, France, July 2007. >> PDF, BibTeX |
| A Music Search
Engine Built upon Audio-based and Web-based Similarity Measures Knees, P., Pohle, T., Schedl, M., and Widmer, G. Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2007), Amsterdam, the Netherlands, July 2007. >> PDF, BibTeX |
| Building an
Interactive Next-Generation Artist Recommender Based on Automatically
Derived High-Level Concepts Pohle, T., Knees, P., Schedl, M., and Widmer, G. Proceedings of the 5th International Workshop on Content-Based Multimedia Indexing (CBMI 2007), Bordeaux, France, June 2007. >> PDF, BibTeX |
| The CoMIRVA
Toolkit for Visualizing Music-Related Data Schedl, M., Knees, P., Seyerlehner, K., and Pohle, T. Proceedings of the 9th Eurographics/IEEE VGTC Symposium on Visualization (EuroVis 2007), Norrköping, Sweden, May 2007. >> BibTeX |
| 2006 |
| Automatically
Describing Music on a Map Knees, P., Pohle, T., Schedl, M., and Widmer, G. Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS 2006), Athens, Greece, December 2006. >> PDF, BibTeX |
| Automatically
Adapting the Structure of Audio Similarity Spaces Pohle, T., Schedl, M., Knees, P., and Widmer, G. Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS 2006), Athens, Greece, December 2006. |
| Investigating
Web-Based Approaches to Revealing Prototypical Music Artists in Genre
Taxonomies Schedl, M., Knees, P., and Widmer, G. Proceedings of the 1st IEEE International Conference on Digital Information Management (ICDIM 2006), Bangalore, India, December 2006. >> PDF, BibTeX |
| Combining
Audio-based Similarity with Web-based Data to Accelerate Automatic
Music Playlist Generation Knees, P., Pohle, T., Schedl, M., and Widmer, G. Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2006), Santa Barbara, California, USA, October 2006. >> PDF, BibTeX |
| An Innovative
Three-Dimensional User Interface for Exploring Music Collections
Enriched with Meta-Information from the Web Knees, P., Schedl, M., Pohle, T., and Widmer, G. Proceedings of the ACM Multimedia 2006, Santa Barbara, California, USA, October 2006. >> PDF, BibTeX |
| Independent
Component Analysis for Music Similarity Computation Pohle, T., Schedl, M., Knees, P., and Widmer, G. Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR 2006), Victoria, Canada, October 2006. >> PDF, BibTeX |
| Assigning and
Visualizing Music Genres by Web-based Co-Occurrence Analysis Schedl, M., Pohle, T., Knees, P., and Widmer, G. Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR 2006), Victoria, Canada, October 2006. >> PDF, BibTeX |
| Towards Automatic
Retrieval of Album Covers Schedl, M., Knees, P., Pohle, T., and Widmer, G. Proceedings of the 28th European Conference on Information Retrieval (ECIR 2006), London, UK, April 2006. © Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series. >> PDF, BibTeX |
| 2005 |
| Interactive
Poster: Using CoMIRVA for Visualizing
Similarities Between Music Artists Schedl, M., Knees, P., and Widmer, G. Proceedings of the IEEE Visualization 2005 (Vis 2005), Minneapolis, Minnesota, USA, October 2005. >> PDF, BibTeX |
| Improving
Prototypical Artist Detection by Penalizing Exorbitant Popularity Schedl, M., Knees, P., and Widmer, G. Proceedings of the 3rd International Symposium on Computer Music Modeling and Retrieval (CMMR 2005), Pisa, Italy, September 2005. © Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series. >> PDF, BibTeX |
| Discovering and
Visualizing Prototypical Artists by Web-based Co-Occurrence Analysis Schedl, M., Knees, P., and Widmer, G. Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR 2005), London, UK, September 2005. >> PDF, BibTeX |
| Multiple Lyrics
Alignment: Automatic Retrieval of Song Lyrics Knees, P., Schedl, M., and Widmer, G. Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR 2005), London, UK, September 2005. >> PDF, BibTeX |
| Studio Report:
The Machine Learning and Intelligent Music Processing Group at the
Austrian Research Institute for Artificial Intelligence (OFAI) Widmer, G., Dixon, S., Flexer, A., Goebl, W., Madsen, S.T., Pampalk, E., Pohle, T., Schedl, M., Tobudic, A. Proceedings of the 2005 International Computer Music Conference (ICMC 2005), Barcelona, Spain, September 2005. |
| A Web-Based
Approach to Assessing Artist Similarity using Co-Occurrences Schedl, M., Knees, P., and Widmer, G. Proceedings of the 4th International Workshop on Content-Based Multimedia Indexing (CBMI 2005), Riga, Latvia, June 2005. >> PDF, BibTeX |
Journals
| Enlightening the
Sun: A User Interface to Explore Music Artists via Multimedia Content Schedl, M. and Pohle, T. Multimedia Tools and Applications: Special Issue on Semantic and Digital Media Technologies, volume 49, number 1, August 2010. |
| Exploring Music
Collections in Virtual Landscapes Knees, P., Schedl, M., Pohle, T., and Widmer, G. IEEE MultiMedia, volume 14, number 3, pp. 46-54, July-September 2007. |
| "Reinventing The
Wheel": A Novel Approach to Music Player Interface Pohle, T., Knees, P., Schedl, M., Pampalk, E., Widmer G. IEEE Transactions on Multimedia, volume 9, issue 3, pp. 567-575, 2007. |
| Intelligent
Structuring and Exploration of Digital Music Collections Schedl, M., Pampalk, E., Widmer, G. e&i elektrotechnik und informationstechnik, Heft 7/8, Juli/August 2005, 122. Jahrgang. |
Others
| Using Block-Level Features for Genre Classification, Tag Classification, and Music Similarity Estimation Seyerlehner, K., Schedl, M., Pohle, T., and Knees, P. Extended Abstract to the Music Information Retrieval Evaluation eXchange (MIREX 2010), Utrecht, the Netherlands, August 2010. |
| Block-Level Audio
Features for Music Genre Classification Seyerlehner, K. and Schedl, M. Extended Abstract to the Music Information Retrieval Evaluation eXchange (MIREX 2009), Kobe, Japan, October 2009. |
| Artificial
Intelligence for e-Business: A Survey of Methods and Systems for
Digital Music Distribution Schedl, M. and Widmer, G. Unpublished Study, commissioned by the Austrian Federal Ministry for Commerce and Labour (BMWA), June 2004. >> BibTeX |
| Artificial
Intelligence for Digital Music Distribution Schedl, M. and Widmer, G. Unpublished Study, commissioned by the Austrian Federal Ministry for Commerce and Labour (BMWA), May 2004. >> BibTeX |
Theses
| Automatically
Extracting, Analyzing, and Visualizing Information on Music Artists
from the World Wide Web PhD Thesis. Johannes Kepler University Linz, June 2008. >> PDF, BibTeX |
| An Explorative,
Hierarchical User Interface to Structured Music Repositories Master's Thesis. Vienna University of Technology, December 2003. >> Webpage, PDF (Complete Version), PDF (Short Version), BibTeX |
Conferences
| 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, the Netherlands, August 2010 |
| 5th IEEE International Conference on Digital Information Management (ICDIM 2010), Thunder Bay, Canada, July 2010 |
| International Workshop on Advances in Music Information Research (AdMIRe 2009), San Diego, USA, December 2009 |
| 10th International Conference on Music Information Retrieval (ISMIR 2009), Kobe, Japan, October 2009 |
| 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), Prague, Czech Republic, September 2009 |
| 21st International Joint Conferences on Artificial Intelligence (IJCAI-09), Pasadena, USA, July 2009 |
| IEEE Information Visualization Conference 2008 (IEEE InfoVis 2008), Columbus, USA, October 2008 |
| 9th International Conference on Music Information Retrieval (ISMIR 2008), Philadelphia, USA, September 2008 |
| 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, Greece, July 2008 |
| 8th International Conference on Music Information Retrieval (ISMIR 2007), Vienna, Austria, September 2007 |
| 1st IEEE International Conference on Digital Information Management (ICDIM 2006), Bangalore, India, December 2006 |
| 7th International Conference on Music Information Retrieval (ISMIR 2006), Victoria, Canada, October 2006 |
| IEEE Visualization Conference
2005 (IEEE Vis 2005),
Minneapolis, USA, October 2005 |
Journals
| Springer Multimedia Tools and Applications |
| IEEE Communications Magazine |
| IEEE Transactions on Multimedia |
| Springer Multimedia Systems |
Organization of Conferences and Workshops, Program Committee Membership, etc.
Workshop on Learning the Semantics of Audio Signals (LSAS 2009), Graz, Austria, December 2009
Current Projects
| Personalized
Music Retrieval via
Music Content, Music Context, and User Context 2010 - 2013 Austrian Science Fund (FWF) |
| Music Retrieval Beyond Simple Audio
Similarity 2008 - 2011 Austrian National Science Foundation (FWF): Research Line "Translational Research" |
| CoMIRVA - Collection of Music Information
Retrieval and Visualisation Applications since 2004 Internal Project A framework for Java-implementations of various algorithms concerning information retrieval and visualization of music and multimedia. |
Past 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. |
| ST 2010 | Spezielle Kapitel aus Informatik: Music Information Retrieval |
| Seminar aus Pervasive Computing | |
| WT 2009/10 | Artificial Intelligence Übung |
| Seminar aus Pervasive Computing | |
| ST 2009 | Spezielle Kapitel aus Informatik: Music Information Retrieval |
| Seminar aus Pervasive Computing | |
| ST 2008 | Spezielle Kapitel aus Informatik: Music Information Retrieval |
| WT 2007/08 | Artificial Intelligence Übung |
| ST 2007 | Seminar: Intelligente Systeme |
| Projektpraktikum Masterstudium | |
| WT 2006/07 | Übungen zu Softwareentwicklung I |
| ST 2006 | Spezielle Kapitel aus Intelligente Systeme: Pattern Recognition and Classification - Responsible for Practical Exercise |
| 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) 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 - | 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 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 | very good |
| French | good |
| Italian | good |
| Swedish | beginner |
| ISMIR (International Society for Music Information Retrieval) |
| IEEE (Institute of Electrical and Electronics Engineers) |
| Runner-up for Best Paper Award at ACM Multimedia 2006 for the paper An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web |
| Mentor for International Students at Vienna University of Economics and Business Administration |
| Mentor for Exchange Students at Johannes Kepler University (REFI) |
