University of Würzburg
Department for Artificial Intelligence
and Applied Computer Science
Phone: +49 931 / 31 - 86325
Fax: +49 931 / 31 - 86732
I am currently looking for a PostDoc position (preferably in an English speaking country).
After a stay at the University of Texas, Austin, I have received my diploma degree in Computer Science in 2011 at the University of Würzburg. Since then, I have been part of the DMIR Research Group lead by Andreas Hotho.
With the DMIR group, I have been working on a variety interesting research subjects including behavioral change in participatory sensing campaigns and the internet of things (EveryAware), semantics (Posts II), digital humanities (Kallimachos), and sport analytics. Currently, my main interest are navigational behavior models in different contexts such as human mobility as well various forms of web navigation, e.g., in crowdsourcing environments, social bookmarking systems like BibSonomy, or Wikipedia. On a methodological level I am strongly interested in Bayesian methods such as model comparison via Bayes factors or Bayesian models for explaining sequential data.
For an overview of all projects, click here.
- Posts II
- ICWSM 2018, http://www.icwsm.org/2018/
- ESWC 2018, https://2018.eswc-conferences.org/
- ECML/PKDD 2017, http://www.ecmlpkdd2017.org/
- ECML/PKDD 2016, http://www.ecmlpkdd2016.org/
- IoP 2017, http://ieee-smartworld.org/2017/iop/
- IoP 2016, http://iop2016.sciencesconf.org/
- LWDA 2017 (KDML), https://www.wiwi.uni-rostock.de/lwda2017/fg-kdml-2017/
- LWDA 2016, http://hpi.de/mueller/lwda-2016.html
- LWA 2015, http://lwa2015.wi2.uni-trier.de/
Workshop PC Member
- KDML 2015: Workshop on Knowledge Discovery, Data Mining and Machine Learning
- MUSE 2015: 6th International Workshop on Mining Ubiquitous and Social Environments
- MUSE 2014: 5th International Workshop on Mining Ubiquitous and Social Environments
2018 [ to top ]
Adaptive kNN Using Expected Accuracy for Classification of Geo-spatial Data. in SAC '18 (2018). 857--865.
Healing Time Correlates With the Quality of Scaring: Results From a Prospective Randomized Control Donor Site Trial. in Dermatologic Surgery (2018). 44(4) 521--527.
2017 [ to top ]
Collective Sensing Platforms. in Participatory Sensing, Opinions and Collective Awareness, V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017). 115--133.
Towards Sentiment Analysis on German Literature. (2017). 387--394.
Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications. (2017). 354--357.
Learning Semantic Relatedness from Human Feedback Using Relative Relatedness Learning. N. Nikitina, Song, D., Fokoue, A., Haase, P. (eds.) (2017).
Sedentary Behavior among National Elite Rowers during Off-Training—A Pilot Study. in Frontiers in Physiology (2017). 8 655.
Eleven-Week Preparation Involving Polarized Intensity Distribution Is Not Superior to Pyramidal Distribution in National Elite Rowers. in Frontiers in Physiology (2017). 8 515.
MixedTrails: Bayesian hypothesis comparison on heterogeneous sequential data. in Data Mining and Knowledge Discovery (2017). 31(5) 1359--1390.
Applications for Environmental Sensing in EveryAware. in Participatory Sensing, Opinions and Collective Awareness, V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017). 135--155.
Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson. in Participatory Sensing, Opinions and Collective Awareness (2017). 337--362.
2016 [ to top ]
Extracting Semantics from unconstrained navigation on wikipedia. in KI - Künstliche Intelligenz (2016). 30(2) 163--168.
FolkTrails: Interpreting navigation behavior in a social tagging system. in CIKM '16 (2016). 2311--2316.
Prediction of Happy Endings in German Novels. P. Cellier, Charnois, T., Hotho, A., Matwin, S., Moens, M. -F., Toussaint, Y. (eds.) (2016). 9-16.
Mining Subgroups with Exceptional Transition Behavior. in KDD '16 (2016). 965--974.
SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails. in WWW '16 Companion (2016). 17--18.
2015 [ to top ]
Photowalking the City: Comparing Hypotheses About Urban Photo Trails on Flickr. T. -Y. Liu, Scollon, C. N., Zhu, W. (eds.) (2015). 227--244.
VizTrails: An Information Visualization Tool for Exploring Geographic Movement Trajectories. in HT '15 (2015). 319--320.
ConDist: A Context-Driven Categorical Distance Measure. A. Appice, Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A. (eds.) (2015). 251--266.
Participatory patterns in an international air quality monitoring initiative. in PLoS ONE (2015). 10(8) e0136763.
Exploratory Subgroup Analytics on Ubiquitous Data. in Mining, Modeling and Recommending 'Things' in Social Media, M. Atzmueller, Chin, A., Scholz, C., Trattner, C. (eds.) (2015). 1--20.
Genre Classification on German Novels. (2015). 249--253.
MicroTrails: Comparing Hypotheses About Task Selection on a Crowdsourcing Platform. (2015). 10:1--10:8.
Exploratory Subgroup Analytics on Ubiquitous Data. M. Atzmueller, Chin, A., Scholz, C., Trattner, C. (eds.) (2015). 1--20.
2014 [ to top ]
Subjective vs. Objective Data: Bridging the Gap. (2014).
Ubicon and its applications for ubiquitous social computing. in New Review of Hypermedia and Multimedia (2014). 20(1) 53--77.
2013 [ to top ]
A Generic Platform for Ubiquitous and Subjective Data. in UbiComp '13 Adjunct (2013). 1175--1182.
Awareness and learning in participatory noise sensing. in PLOS ONE (2013). 8(12) e81638.
Tag Recommendations for SensorFolkSonomies. in CEUR Workshop Proceedings (2013).
Difference-Based Estimates for Generalization-Aware Subgroup Discovery. in Lecture Notes in Computer Science, H. Blockeel, Kersting, K., Nijssen, S., Zelezny, F. (eds.) (2013). 288--303.
2012 [ to top ]
Ubicon: Observing Social and Physical Activities. (2012). 317--324.
Generic Pattern Trees for Exhaustive Exceptional Model Mining. P. A. Flach, De Bie, T., Cristianini, N. (eds.) (2012). 277--292.
2011 [ to top ]
Constraint Based Descriptive Pattern Mining. Technical Report (Master thesis), PhD thesis, University of Wuerzburg. (2011).