Publications about Recommender Systems

to appear

Co-Staying: A Social Network for Increasing the Trustworthiness of Hotel Recommendations

Barbu, C.-M. and Ziegler, J. (to appear). RecTour ’17: Proceedings of the 2017 Workshop on Recommenders in Tourism.

Users’ Choices About Hotel Booking: Cues for Personalizing the Presentation of Recommendations

Barbu, C.-M. and Ziegler, J. (to appear). Poster Proceedings of the 11th ACM Conference on Recommender Systems..

Towards a Design Space for Personalizing the Presentation of Recommendations

Barbu, C.-M. and Ziegler, J. (to appear). Proceedings of the 2nd Workshop on Engineering Computer-Human Interaction in Recommender Systems.

User Model Dimensions for Personalizing the Presentation of Recommendations

Barbu, C.-M. and Ziegler, J. (to appear). IntRS ’17: Proceedings of the 2017 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.

Enhancing an Interactive Recommendation System with Review-based Information Filtering

Feuerbach, J., Loepp, B., Barbu, C.-M., and Ziegler, J. (to appear). IntRS ’17: Proceedings of the 2017 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.

Sequential User-Based Recurrent Neural Network Recommendations

Donkers, T., Loepp, B., and Ziegler, J. (to appear). RecSys ’17: Proceedings of the 11th ACM Conference on Recommender Systems. New York, NY, USA: ACM.

2017

On User Awareness in Model-Based Collaborative Filtering Systems

Loepp, B. and Ziegler, J. (2017). Proceedings of the 1st Workshop on Awareness Interfaces and Interactions.

A 3D Item Space Visualization for Presenting and Manipulating User Preferences in Collaborative Filtering

Kunkel, J., Loepp, B., and Ziegler, J. (2017). Proceedings of the 22nd International Conference on Intelligent User Interfaces, 3–15. New York, NY, USA: ACM.

New Insights Towards Developing Recommender Systems

Taghavi, M., Bentahar, J., Bakhtiyari, K., and Hanachi, C. (2017). The Computer Journal, 1–30.

2016

Hootle+: A Group Recommender System Supporting Preference Negotiation

Márquez, O.-J. and Ziegler, J. (2016). Collaboration and Technology: 22nd International Conference, CRIWG 2016, Kanazawa, Japan, September 14-16, 2016, Proceedings, 9848, 151–166. Cham: Springer.

Interactive Recommending: Framework, State of Research and Future Challenges

Loepp, B., Barbu, C.-M., and Ziegler, J. (2016). Proceedings of the Workshop on Engineering Computer-Human Interaction in Recommender Systems, 1705, 3–13.

Towards Understanding Latent Factors and User Profiles by Enhancing Matrix Factorization with Tags

Donkers, T., Loepp, B., and Ziegler, J. (2016). Poster Proceedings of the 10th ACM Conference on Recommender Systems (RecSys 2016): Boston, USA, September 17, 2016, 1688.

Increasing the Trustworthiness of Recommendations by Exploiting Social Media Sources

Barbu, C.-M. (2016). Proceedings of the 10th ACM Conference on Recommender Systems, 447–450. ACM.

Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control

Donkers, T., Loepp, B., and Ziegler, J. (2016). Proceedings of the 24th Conference on User Modeling Adaptation and Personalization (UMAP ’16), 169–173. New York, NY, USA: ACM.

Supporting users in setting effective goals in activity tracking

Herrmanny, K., Ziegler, J., Dogangün, A., and PERSUASIVE 2016 (2016). Persuasive Technology: 11th International Conference ; PERSUASIVE 2016 ; Salzburg, Austria, April 5-7, 2016 ; Proceedings, 9638, 15–26. Cham: Springer International Publishing.

2015

Preference Elicitation and Negotiation in a Group Recommender System

Márquez, O.-J. and Ziegler, J. (2015). Human-Computer Interaction – INTERACT 2015: 15th IFIP TC 13 International Conference, Bamberg, Germany, September 14-18, 2015, Proceedings, Part II. Cham: Springer International Publishing.

Merging Latent Factors and Tags to Increase Interactive Control of Recommendations

Donkers, T., Loepp, B., and Ziegler, J. (2015). Poster Proceedings of the 9th ACM Conference on Recommender Systems (RecSys 2015).

3D-Visualisierung zur Eingabe von Präferenzen in Empfehlungssystemen

Kunkel, J., Loepp, B., and Ziegler, J. (2015). Mensch und Computer 2015 - Tagungsband: 15. fachübergreifende Konferenz für interaktive und kooperative Medien ; Gemeinsam - Arbeit - Erleben. Berlin: De Gruyter Oldenbourg.

Merging interactive information filtering and recommender algorithms: model and concept demonstrator

Loepp, B., Herrmanny, K., and Ziegler, J. (2015). i-com, 14(1), 5–17.

Blended Recommending: Integrating Interactive Information Filtering and Algorithmic Recommender Techniques

Loepp, B., Herrmanny, K., and Ziegler, J. (2015). Proceedings of the 33rd International Conference on Human Factors in Computing Systems (CHI ’15). New York, NY, USA: ACM.

2014

MyMovieMixer: Ein hybrider Recommender mit visuellem Bedienkonzept

Herrmanny, K., Schering, S., Berger, R., Loepp, B., Günter, T., Hussein, T., and Ziegler, J. (2014). Mensch und Computer 2014 - Tagungsband: 14. fachübergreifende Konferenz für interaktive und kooperative Medien ; Interaktiv unterwegs, Freiräume gestalten. Berlin: De Gruyter Oldenbourg.

Choice-based preference elicitation for collaborative filtering recommender systems

Loepp, B., Hussein, T., and Ziegler, J. (2014). Proceedings of the 32nd International Conference on Human Factors in Computing Systems (CHI ’14). New York, NY, USA: ACM.

2013

A Context-Aware Shopping Portal Based on Semantic Models

Hussein, T., Linder, T., and Ziegler, J. (2013). Semantic Models for Adaptive Interactive Systems. London: Springer.

Interaktive Empfehlungsgenerierung mit Hilfe latenter Produktfaktoren

Loepp, B., Hussein, T., and Ziegler, J. (2013). Mensch & Computer 2013: Interaktive Vielfalt ; 13. fachübergreifende Konferenz für interaktive und kooperative Medien. München: Oldenbourg.

Semi-automatic generation of recommendation processes and their GUIs

Kaindl, H., Wach, E., Okoli, A., Popp, R., Hoch, R., Gaulke, W., and Hussein, T. (2013). Proceedings of the 18th International Conference on Intelligent User Interfaces (IUI ’13). ACM.

Agent-based Computational Investing Recommender System

Taghavi, M., Bakhtiyari, K., and Scavino, E. (2013). Proceedings of the 7th ACM Conference on Recommender Systems, 455–458. New York, NY, USA: ACM.

2012

Hybreed: A Software Framework for Developing Context-Aware Hybrid Recommender Systems

Hussein, T., Linder, T., Gaulke, W., and Ziegler, J. (2012). User modeling and user adapted interaction.

Service-Based Recommendations for Context-Aware Navigation Support

Münter, D., Hussein, T., Gaulke, W., and Ziegler, J. (2012). Zukünftige Entwicklungen in der Mobilität: Betriebswirtschaftliche und Technische Aspekte - Tagungsband des 3. Wissenschaftsforum Mobilität. Wiesbaden: Gabler Verlag.

2011

Situationsgerechtes Recommending – Kontextadaptive, hybride Empfehlungsgenerierung

Hussein, T. and Ziegler, J. (2011). Informatik Spektrum, 34(2), 143–152.

2010

Hybride, kontext-sensitive Generierung von Produktempfehlungen

Hussein, T. and Gaulke, W. (2010). i-com – Zeitschrift für interaktive und kooperative Medien, 9(2), 16–23.

A framework and an architecture for context-aware group recommendations

Hussein, T., Linder, T., Gaulke, W., and Ziegler, J. (2010). Collaboration and Technology: 16th International Conference, CRIWG 2010, Maastricht, The Netherlands, September 20-23, 2010. Proceedings. Berlin: Springer.

Wahrnehmung und Akzeptanz von systemgenerierten Produktempfehlungen

Hussein, T., Gaulke, W., Hartmann, A., and Ziegler, J. (2010). Mensch & Computer 2010. München: Oldenbourg.

Kontextabhängige Empfehlung von Services zur intelligenten Navigationsunterstützung

Münter, D., Hussein, T., and Gaulke, W. (2010). Interaktive Kulturen - Proceedings der Workshops der Mensch & Computer 2010 - 10. fachübergreifende Konferenz für interaktive und kooperative Medien, DeLFI 2010 - Die 8. E-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V. und der Entertainment Interfaces 2010. Berlin: Logos Verlag.

Explanation of spreading activation based recommendations

Hussein, T. and Neuhaus, S. (2010). Semantic Models for Adaptive Interactive Systems (SEMAIS), 1st Workshop in conjunction with the International Conference on Intelligent User Interfaces (IUI) 2010. Hong Kong, China.

Context-aware Recommendations

Hussein, T. (2010). Interfaces and Interaction Design for Learning and Simulation Environments. Berlin: Logos.

2009

Context-aware Recommendations on Rails

Hussein, T., Linder, T., Gaulke, W., and Ziegler, J. (2009). Proceedings of the 2009 Workshop on Context-aware Recommender Systems (CARS 2009). New York, NY, USA.

2008

Adapting web sites by spreading activation in ontologies

Hussein, T. and Ziegler, J. (2008). ReColl ’08: Int. Workshop on Recommendation and Collaboration (in conjunction with IUI 2008). Gran Canaria.

2007

Context-adaption based on ontologies and spreading activation

Hussein, T., Westheide, D., and Ziegler, J. (2007). LWA 2007: Lernen – Wissen – Adaption. Martin-Luther-Universität Halle-Wittenberg.

2006

Maßarbeit statt Konfektion - Kontextadaption liefert passgenaue Informationen

Ziegler, J., Kaltz, W.-J., Lohmann, S., and Hussein, T. (2006). Forum Forschung, 42–47.