Publikationen

2024

Exploring AI for Interpolation of Combine Harvester Yield Data. In: Hoffmann, Christa and Stein, Anthony and Gallmann, Eva and Dörr, Jörg and Krupitzer, Christian and Floto, Helga (Herausgeber): Informatik in der Land-, Forst- und Ernährungswirtschaft, Band 344, Seiten 107-118. Gesellschaft für Informatik, Bonn 2024. Lucas Johannsen, Sebastian Ramm, Yves Reckleben und Stephan Doerfel. [Link]  [BibTeX]

Predicting part quality early during an injection molding cycle. International Polymer Processing, 2024. Lucas Bogedale, Stephan Doerfel, Alexander Schrodt und Hans-Peter Heim. [Link]  [BibTeX]

2023

Online Prediction of Molded Part Quality in the Injection Molding Process Using High-Resolution Time Series. Polymers, 15(4):978, 2023. Lucas Bogedale, Stephan Doerfel, Alexander Schrodt und Hans-Peter Heim. [Link]  [BibTeX]

2020

Künstliche Intelligenz braucht menschliche Intelligenz - was KI und Individualsoftware gemeinsam haben. technik nordhessen, 1:5-7, 2020. Stephan Doerfel. [Link]  [BibTeX]

Wie spät ist es eigentlich? Ein Praxisblick auf die Teamuhr. Java aktuell, 3:39-43, 2020. Stephan Doerfel und Simon Krackrügge. [Link]  [BibTeX]

2018

Clones in Graphs. In: M. Ceci, N. Japkowicz, J. Liu, G. A. Papadopoulos und Z. W. Raś (Herausgeber): International Symposium on Methodologies for Intelligent Systems, Band 11177, Seiten 56-66. Springer, Cham, 2018. Stephan Doerfel, Tom Hanika und Gerd Stumme. [Link]  [BibTeX]

2017

Supporting Researchers: Analyzing the Scholarly Publication Life Cycle and Social Bookmarking Systems. Doktorarbeit, University of Kassel, 2017. Stephan Doerfel. [Link]  [BibTeX]

Leveraging User-Interactions for Time-Aware Tag Recommendations. In: M. Bielikova, V. Bogina, T. Kuflik und R. Sasson (Herausgeber): Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), Reihe CEUR Workshop Proceedings. CEUR-WS, 2017. Daniel Zoller, Stephan Doerfel, Christian Pölitz und Andreas Hotho. [Link]  [BibTeX]

2016

Description-Oriented Community Detection using Exhaustive Subgroup Discovery. Information Sciences, 329:965-984, 2016. Martin Atzmueller, Stephan Doerfel und Folke Mitzlaff. [Link]  [BibTeX]

The Role of Cores in Recommender Benchmarking for Social Bookmarking Systems. ACM Transactions on Intelligent Systems and Technology, 7(3):40:1-40:33, 2016. Stephan Doerfel, Robert Jäschke und Gerd Stumme. [Link]  [BibTeX]

What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. ACM Transactions on the Web, 10(2):14:1-14:32, 2016. Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho und Markus Strohmaier. [Link]  [BibTeX]

FolkTrails: Interpreting Navigation Behavior in a Social Tagging System. In: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, Reihe CIKM '16. ACM, New York, NY, USA, 2016. Thomas Niebler, Martin Becker, Daniel Zoller, Stephan Doerfel und Andreas Hotho. [Link]  [BibTeX]

Posted, visited, exported: Altmetrics in the social tagging system BibSonomy. Journal of Informetrics , 10(3):732 - 749, 2016. Daniel Zoller, Stephan Doerfel, Robert Jäschke, Gerd Stumme und Andreas Hotho. [Link]  [BibTeX]

2015

Fast Description-Oriented Community Detection using Subgroup Discovery (Extended Abstract, Resubmission). In: Proceedings of the LWA 2015 (KDML Special Track). 2015. Martin Atzmueller, Stephan Doerfel und Folke Mitzlaff. [Link]  [BibTeX]

On Publication Usage in a Social Bookmarking System. In: Proceedings of the 2015 ACM Conference on Web Science, Reihe WebSci '15, Seiten 67:1-67:2. ACM, New York, NY, USA, 2015. Daniel Zoller, Stephan Doerfel, Robert Jäschke, Gerd Stumme und Andreas Hotho. [Link]  [BibTeX]

2014

Ubicon and its applications for ubiquitous social computing. New Review of Hypermedia and Multimedia, 20(1):53-77, 2014. Martin Atzmueller, Martin Becker, Mark Kibanov, Christoph Scholz, Stephan Doerfel, Andreas Hotho, Bjoern-Elmar Macek, Folke Mitzlaff, Juergen Mueller und Gerd Stumme. [Link]  [BibTeX]

ECML PKDD Discovery Challenge - Recommending Given Names. Band 1120. CEUR-WS, 2014. Stephan Doerfel, Andreas Hotho, Robert Jäschke, Folke Mitzlaff und Juergen Mueller. [Link]  [BibTeX]

Evaluating Assumptions about Social Tagging - A Study of User Behavior in BibSonomy. In: T. Seidl, M. Hassani und C. Beecks (Herausgeber): Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, Aachen, Germany, September 8-10, 2014., Seiten 18-19. CEUR-WS.org, 2014. Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho und Markus Strohmaier. [Link]  [BibTeX]

How Social is Social Tagging?. In: Proceedings of the Companion Publication of the 23rd International Conference on World Wide Web Companion, Seiten 251-252. International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland, 2014. Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho und Markus Strohmaier. [Link]  [BibTeX]

Of course we Share! Testing Assumptions about Social Tagging Systems. 2014. Stephan Doerfel, Daniel Zoller, Philipp Singer, Thomas Niebler, Andreas Hotho und Markus Strohmaier. [Link]  [BibTeX]

Summary of the 15th Discovery Challenge: Recommending Given Names. In: S. Doerfel, A. Hotho, R. Jäschke, F. Mitzlaff und J. Mueller (Herausgeber): 15th Discovery Challenge of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2013, Prague, Czech Republic - October 27, 2013. Proceedings, Band 1120, Seiten 7-24. CEUR-WS, Aachen, Germany, 2014. Folke Mitzlaff, Stephan Doerfel, Andreas Hotho, Robert Jäschke und Juergen Mueller. [Link]  [BibTeX]

Mining Social Links for Ubiquitous Knowledge Engineering. In: K. David, K. Geihs, J. M. Leimeister, A. Roßnagel, L. Schmidt, G. Stumme und A. Wacker (Herausgeber): Socio-technical Design of Ubiquitous Computing Systems, Seiten 109-129. Springer International Publishing, 2014. Christoph Scholz, Bjoern-Elmar Macek, Martin Atzmueller, Stephan Doerfel und Gerd Stumme. [Link]  [BibTeX]

2013

An Analysis of Tag-Recommender Evaluation Procedures. In: Proceedings of the 7th ACM conference on Recommender systems (RecSys 2013), Reihe RecSys '13, Seiten 343-346. ACM, New York, NY, USA, 2013. Stephan Doerfel und Robert Jäschke. [Link]  [BibTeX]

Informationelle Selbstbestimmung Im Web 2.0 - Chancen Und Risiken Sozialer Verschlagwortungssysteme. 2013. Stephan Doerfel, Andreas Hotho, Aliye Kartal-Aydemir, Alexander Roßnagel und Gerd Stumme. [Link]  [BibTeX]

Deeper Into the Folksonomy Graph: FolkRank Adaptations and Extensions for Improved Tag Recommendations. cs.IR, 1310.1498, 2013. Nikolas Landia, Stephan Doerfel, Robert Jäschke, Sarabjot Singh Anand, Andreas Hotho und Nathan Griffiths. [Link]  [BibTeX]

Tag Recommendations for SensorFolkSonomies. In: B. Mobasher, D. Jannach, W. Geyer, J. Freyne, A. Hotho, S. S. Anand und I. Guy (Herausgeber): Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013) Hong Kong, China, October 13, 2013., Band 1066. CEUR-WS, 2013. Juergen Mueller, Stephan Doerfel, Martin Becker, Andreas Hotho und Gerd Stumme. [Link]  [BibTeX]

2012

Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles. In: M. Atzmueller, A. Chin, D. Helic und A. Hotho (Herausgeber): Modeling and Mining Ubiquitous Social Media - International Workshops MSM 2011, Boston, MA, USA, October 9, 2011, and MUSE 2011, Athens, Greece, September 5, 2011, Revised Selected Papers, Seiten 21-39. Springer Berlin Heidelberg, Heidelberg, Germany, 2012. Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff und Gerd Stumme. [Link]  [BibTeX]

Ubicon: Observing Social and Physical Activities. In: J. Bourgeois und A. Zomaya (Herausgeber): Proceedings of the 2012 IEEE International Conference on Cyber, Physical and Social Computing, CPSCom 2012, Besançon, France, 20-23 November, 2012, Seiten 317-324. IEEE Computer Society, Los Alamitos, CA, USA, 2012. Martin Atzmueller, Martin Becker, Stephan Doerfel, Mark Kibanov, Andreas Hotho, Björn-Elmar Macek, Folke Mitzlaff, Juergen Mueller, Christoph Scholz und Gerd Stumme. [Link]  [BibTeX]

Leveraging Publication Metadata and Social Data into FolkRank for Scientific Publication Recommendation. In: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, Reihe RSWeb '12, Seiten 9-16. ACM, New York, NY, USA, 2012. Stephan Doerfel, Robert Jäschke, Andreas Hotho und Gerd Stumme. [Link]  [BibTeX]

Publication Analysis of the Formal Concept Analysis Community. In: F. Domenach, D. Ignatov und J. Poelmans (Herausgeber): Formal Concept Analysis - 10th International Conference, ICFCA 2012, Leuven, Belgium, May 7-10, 2012. Proceedings, Band 7278, Reihe Lecture Notes in Computer Science, Seiten 77-95. Springer, Berlin/Heidelberg, 2012. Stephan Doerfel, Robert Jäschke und Gerd Stumme. [Link]  [BibTeX]

Extending FolkRank with content data. In: Proceedings of the 4th ACM RecSys workshop on Recommender systems and the social web, Reihe RSWeb '12, Seiten 1-8. ACM, New York, NY, USA, 2012. Nikolas Landia, Sarabjot Singh Anand, Andreas Hotho, Robert Jäschke, Stephan Doerfel und Folke Mitzlaff. [Link]  [BibTeX]

2011

Enhancing Social Interactions at Conferences. it - Information Technology, 53(3):101-107, 2011. Martin Atzmueller, Dominik Benz, Stephan Doerfel, Andreas Hotho, Robert Jäschke, Bjoern Elmar Macek, Folke Mitzlaff, Christoph Scholz und Gerd Stumme. [Link]  [BibTeX]

Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players. In: Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011. 2011. Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff und Gerd Stumme. [Link]  [BibTeX]

Face-to-Face Contacts during LWA 2010 - Communities, Roles, and Key Players. In: Working Notes of the LWA 2011 - Learning, Knowledge, Adaptation. 2011. Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff und Gerd Stumme. [BibTeX]

A Context-Based Description of the Doubly Founded Concept Lattices in the Variety Generated by M_3. In: P. Valtchev und R. Jäschke (Herausgeber): Formal Concept Analysis, Band 6628, Reihe Lecture Notes in Computer Science, Seiten 93-106. Springer, Berlin / Heidelberg, 2011. Stephan Doerfel. [Link]  [BibTeX]

Privatsphären- und Datenschutz in Community-Plattformen: Gestaltung von Online-Bewertungsportalen. In: H.-U. Heiß, P. Pepper, H. Schlingloff und J. Schneider (Herausgeber): Informatik 2011 - Informatik schafft Communities - Proceedings der 41. GI-Jahrestagung , Band 192, Reihe Lecture Notes in Informatics, Seiten 412. Bonner Köllen Verlag, 2011. Aliye Kartal, Stephan Doerfel, Alexander Roßnagel und Gerd Stumme. [Link]  [BibTeX]

Resource-Aware On-line RFID Localization Using Proximity Data. In: ECML/PKDD (3), Seiten 129-144. 2011. Christoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho und Gerd Stumme. [Link]  [BibTeX]

2010

The Scaffolding of a Formal Context. In: M. Kryszkiewicz und S. Obiedkov (Herausgeber): Concept Lattices and Their Applications 2010 - Proceedings of the 7th International Conference on Concept Lattices and Their Applications Sevilla, Spain, October 19-21, 2010., Band 672, Seiten 283-293. CEUR-WS, 2010. Stephan Doerfel. [Link]  [BibTeX]

2009

Gerüste Formaler Kontexte. Diplomarbeit (Diplomarbeit), TU Dresden, 2009. Stephan Doerfel. [BibTeX]