People

Benjamin Kille

M.Sc.
Benjamin KilleTelefon - Benjamin Kille +49 30 - 314-74128
E-Mail - Benjamin Kille E-Mail
 

Research Areas

Recommender Systems
Machine Learning
Classification Algorithms

Current Projects

Development of Personalized Recommender Systems in the News Domain (EPEN)
Agents in the Product Development Process (AiPep2)
Learning Semantic Recommenders (LSR)
Context-based Multimedia Recommender Systems (KMulE)

Courses

IV - Recommendation Systems

Publications

2016

Benchmarking News Recommendations: The CLEF NewsREEL Use Case
Frank Hopfgartner,Torben Brodt, Jonas Seiler, Benjamin Kille, Andreas Lommatzsch, Martha Larson, Roberto Turrin, Andras Sereny
In: SIGIR Forum; 2016

2015

Personalized Fashion Advice
Till Plumbaum, Benjamin Kille
In: Smart Information Systems - Computational Intelligence for Real-Life Applications, Springer; 2015; 2015

Stream-Based Recommendations: Online and Offline Evaluation as a Service
Benjamin Kille, Andreas Lommatzsch, Roberto Turrin, Andras Sereny, Martha Larson, Torben Brodt, Jonas Seiler, Frank Hopfgartner
2015

Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab
Benjamin Kille, Andreas Lommatzsch, Roberto Turrin, Andras Sereny, Martha Larson, Torben Brodt, Jonas Seiler, Frank Hopfgartner
In: Working Notes for the CLEF 2015 Conference; 2015

2014

Users' Reading Habits in Online News Portals
Cagdas Esiyok, Benjamin Kille, Brijnesh Johannes Jain, Frank Hopfgartner, Sahin Albayrak
In: Proceedings of the Information Interaction in Context Conference (IIiX'14); 2014

Benchmarking News Recommendations in a Living Lab
Frank Hopfgartner, Benjamin Kille, Andreas Lommatzsch, Till Plumbaum, Torben Brodt, Tobias Heintz
In: CLEF'14: Proceedings of the 5th International Conference of the CLEF Initiative; 2014

Overview of CLEF NEWSREEL 2014: News Recommendations Evaluation Labs
Benjamin Kille, Torben Brodt, Tobias Heintz, Frank Hopfgartner, Andreas Lommatzsch, Jonas Seiler
In: CLEF 2014 Evaluation Labs and Workshop; 2014

2013

Learning Hybrid Recommender Models for Heterogeneous Semantic Data
Andreas Lommatzsch, Benjamin Kille, Sahin Albayrak
In: ACM SAC'13, March 18-22, 2013, Coimbra, Portugal; 2013

A Framework for Learning and Analyzing Hybrid Recommenders based on Heterogeneous Semantic Data
Andreas Lommatzsch, Benjamin Kille, and Sahin Albayrak
In: OAIR 2013, Lisbon, Portugal; 2013

An Adaptive Hybrid Movie Recommender based on Semantic Data
Andreas Lommatzsch, Benjamin Kille, Jae-Won Kim, and Sahin Albayrak
In: OAIR 2013, Lisbon, Portugal; 2013

An Agent-based Movie Recommender System Combining the Results Computed based on Heterogeneous Semantic Datasets
Andreas Lommatzsch, Benjamin Kille, and Sahin Albayrak
In: I2CS, Hagen, Germany; 2013

Evaluation of Cross-Domain News Article Recommendations
Benjamin Kille
In: 21st Conference on User Modeling, Adaptation and Personalization (UMAP'13), Rome, Italy; 2013

International News Recommender Systems Workshop and Challenge (NRS)
Jon Atle Gulla, Kevin C. Almeroth, Mozhgan Tavakolifard, Frank Hopfgartner, Till Plumbaum, Benjamin Kille, Andreas Lommatzsch, Torben Brodt, Arthur Bucko, Tobias Heintz
In: ACM RecSys: Proceedings of the Sventh ACM Conference on Recommender Systems; 2013

Information Retrieval and User-Centric Recommender System Evaluation
Alan Said, Alejandro Bellogin, Arjen De Vries, Benjamin Kille
In: Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization (UMAP'13); 2013

The plista Dataset
Benjamin Kille, Frank Hopfgartner, Torben Brodt, Tobias Heintz
In: NRS'13: Proceedings of the International Workshop and Challenge on News Recommender Systems; 2013

Workshop and Challenge on News Recommender Systems
Mozhgan Tavakolifard, Jon Atle Gulla, Kevin C. Almeroth, Frank Hopfgartner, Benjamin Kille, Till Plumbaum, Andreas Lommatzsch, Torben Brodt, Arthur Bucko, Tobias Heintz
In: RecSys'13: Proceedings of the ACM Conference Series on Recommender Systems, pages 481-482. ACM; 2013

2012

KMulE: A Framework for User-based Comparison of Recommender Algorithms
Alan Said, Ernesto William De Luca, Benjamin Kille, Brijnesh Johannes Jain, Immo Micus, Sahin Albayrak
In: Proceedings of the 17th international conference on Intelligent user interfaces (IUI'12); 2012

Increasing Diversity Through Furthest Neighbor-Based Recommendation
Alan Said, Brijnesh Johannes Jain, Benjamin Kille, Sahin Albayrak
In: Proceedings of the WSDM'12 Workshop on Diversity in Document Retrieval (DDR'12); 2012

Modeling Difficulty in Recommender Systems
Benjamin Kille, Sahin Albayrak
In: Proceedings of the Workshop on Recommendation Utility Evaluation: Beyond RMSE (RUE 2012); 2012

2011

Personalizing Tags: A Folksonomy-like Approach for Recommending Movies
Alan Said, Benjamin Kille, Ernesto William De Luca, Sahin Albayrak
In: 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, Chicago, IL, USA; 2011