My research at Kassel University includes the investigation of scientometrics and webometrics, correlations thereof and their possible applications for recommendations and rankings. Further interests include formal concept analysis, social network analysis, and machine learning in general.
I am also a senior developer of the blue social bookmark and publication sharing system BibSonomy.
Full list of my publications and posters.
Zoller, D., Doerfel, S., Jäschke, R., Stumme, G., Hotho, A.: Posted, visited, exported: Altmetrics in the social tagging system BibSonomy. Journal of Informetrics . 10, 732 – 749 (2016).
Doerfel, S., Jäschke, R., Stumme, G.: The Role of Cores in Recommender Benchmarking for Social Bookmarking Systems. ACM Transactions on Intelligent Systems and Technology. 7, 40:1-40:33 (2016).
Doerfel, S., Zoller, D., Singer, P., Niebler, T., Hotho, A., Strohmaier, M.: What Users Actually do in a Social Tagging System: A Study of User Behavior in BibSonomy. ACM Transactions on the Web. 10, 14:1–14:32 (2016).
Doerfel, S., Jäschke, R.: An Analysis of Tag-Recommender Evaluation Procedures. Proceedings of the 7th ACM conference on Recommender systems (RecSys 2013). pp. 343-346. ACM, Hong Kong, China (2013).
Doerfel, S., Hotho, A., Kartal-Aydemir, A., Roßnagel, A., Stumme, G.: Informationelle Selbstbestimmung Im Web 2.0 – Chancen Und Risiken Sozialer Verschlagwortungssysteme. Vieweg + Teubner Verlag (2013).
In the DFG funded project „Akademisches Publikationsmanagement“ (PUMA), we used and extended the BibSonomy software to create a new web portal that is run locally at an institution (library, university, etc.) and that integrates there with the existing eco system by connecting to the local open access repository, the publication discovery service or the eLearning platform.
In the DFG funded Project „Informationelle Selbstbestimmung im Web 2.0“ (Info 2.0), we analyzed opportunities and risks in Web 2.0 systems, regarding issues of privacy. A second aspect that was investigated were consequences of user-generated ratings and reviews of products and particularly of scholarly publications. The project’s results have been published as a book.
BibSonomy is a scholarly social bookmarking system where researchers manage their collections of publications and web pages. BibSonomy is an open source project, continously developed by researchers in Kassel, Würzburg, and Hannover. Functioning as a test bed for recommendation and ranking algorithms, as well as through the publicly available datasets, containing traces of user behavior on the Web, BibSonomy has been the subject of various scientific studies.
Full list of my reviewing and teaching activities.
- Subreviewer: 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), July 9 – 15, 2016, New York City, USA.
- PC Member: 2nd International Workshop on Machine learning, Optimization and Big Data (MOD 2016), August 26 – 29, 2016, Volterra, Italy.
- PC Member: 13th International Conference on Concept Lattices and their Applications (CLA 2016), July 11 – 15, 2016, Moscow, Russia.
- PC Member: 7th International Workshop on Modeling Social Media (MSM 2016) – Behavioral Analytics in Social Media, Big Data and the Web, May 12th, 2016, Montreal, Canada.
- Journal Reviewer: IEEE Transactions on Services Computing (2015)
- PC Member: Workshop „Knowledge Discovery, Data Mining, Maschinelles Lernen 2015“ der Fachgruppe KDML (KDML 2015), October 7 – 9, 2015, Trier, Germany.
- PC Member: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2015), September 7 – 11, 2015, Porto, Portugal.
- PC Member: 13th International Conference on Formal Concept Analysis (ICFCA 2015), June 23 – 26, 2015, Nerja (Málaga), Spain.
- Subreviewer: 14th International Semantic Web Conference (ISWC 2015), October 11 – 15, 2015, Bethlehem, Pennsylvania.
- Sommersemester 2015