Publications related to Sequential User-based Recurrent Neural Network Recommendations

Explaining Recommendations by Means of User Reviews

Donkers, T., Loepp, B., & Ziegler, J. (2018). In Proceedings of the 1st Workshop on Explainable Smart Systems (ExSS ’18).

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

Donkers, T., Loepp, B., & Ziegler, J. (2016). In Poster Proceedings of the 10th ACM Conference on Recommender Systems (RecSys ’16).

On User Awareness in Model-Based Collaborative Filtering Systems

Loepp, B., & Ziegler, J. (2017). In Proceedings of the 1st Workshop on Awareness Interfaces and Interactions (AWARE ’17).

Interactive recommending with Tag-Enhanced Matrix Factorization (TagMF)

Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (to appear). International Journal of Human Computer Studies.

Argumentation-Based Explanations in Recommender Systems: Conceptual Framework and Empirical Results

Naveed, S., Donkers, T., & Ziegler, J. (to appear). Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. ACM.

Ein Online-Spiel zur Benennung latenter Faktoren in Empfehlungssystemen

Kunkel, J., Loepp, B., & Ziegler, J. (to appear). Mensch & Computer 2018 – Tagungsband. Gesellschaft für Informatik.

Interactive Recommending: Framework, State of Research and Future Challenges

Loepp, B., Barbu, C.-M., & Ziegler, J. (2016). In Proceedings of the 1st Workshop on Engineering Computer-Human Interaction in Recommender Systems (EnCHIReS ’16) (pp. 3–13).

Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control

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

Merging Latent Factors and Tags to Increase Interactive Control of Recommendations

Donkers, T., Loepp, B., & Ziegler, J. (2015). In Poster Proceedings of the 9th ACM Conference on Recommender Systems (RecSys ’15).

Choice-based preference elicitation for collaborative filtering recommender systems

Loepp, B., Hussein, T., & Ziegler, J. (2014). In Proceedings of the 32nd International Conference on Human Factors in Computing Systems (CHI ’14) (pp. 3085–3094). New York, NY, USA: ACM.

Interaktive Empfehlungsgenerierung mit Hilfe latenter Produktfaktoren

Loepp, B., Hussein, T., & Ziegler, J. (2013). In Mensch & Computer 2013 – Tagungsband (pp. 17–26). München: Oldenbourg.

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

Loepp, B., Herrmanny, K., & Ziegler, J. (2015). In i-com (Vol. 14, pp. 5–17).

Blended Recommending: Integrating Interactive Information Filtering and Algorithmic Recommender Techniques

Loepp, B., Herrmanny, K., & Ziegler, J. (2015). In Proceedings of the 33rd International Conference on Human Factors in Computing Systems (CHI ’15) (pp. 975–984). New York, NY, USA: ACM.

Enhancing an Interactive Recommendation System with Review-based Information Filtering

Feuerbach, J., Loepp, B., Barbu, C.-M., & Ziegler, J. (2017). In Proceedings of the 4th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS ’17) (Vol. 1884, pp. 2–9).

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

Kunkel, J., Loepp, B., & Ziegler, J. (2017). In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI ’17) (pp. 3–15). New York, NY, USA: ACM.

3D-Visualisierung zur Eingabe von Präferenzen in Empfehlungssystemen

Kunkel, J., Loepp, B., & Ziegler, J. (2015). In Mensch und Computer 2015 – Tagungsband (pp. 123–132). Berlin: De Gruyter Oldenbourg.

Negotiation and Reconciliation of Preferences in a Group Recommender System

Álvarez Márquez, O. J., & Ziegler, J. (2018). Journal of Information Processing, 26, 186–200.

Hootle+: A Group Recommender System Supporting Preference Negotiation

Álvarez Márquez, O. J., & Ziegler, J. (2016). In T. Yuizono, H. Ogata, U. H. Hoppe, & J. Vassileva (Eds.), Collaboration and Technology: 22nd International Conference, CRIWG 2016, Kanazawa, Japan, September 14-16, 2016, Proceedings (Vol. 9848, pp. 151–166). Cham: Springer.

Hybreed: a software framework for developing context-aware hybrid recommender systems

Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2014). User Modeling and User Adapted Interaction, 24(1), 121–174.

Trust-Related Effects of Expertise and Similarity Cues in Human-Generated Recommendations

Kunkel, J., Donkers, T., Barbu, C.-M., & Ziegler, J. (2018). In 2nd Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE), 11 March 2018, Tokyo, Japan.

MyMovieMixer: Ein hybrider Recommender mit visuellem Bedienkonzept

Herrmanny, K., Schering, S., Berger, R., Loepp, B., Günter, T., Hussein, T., & Ziegler, J. (2014). In Mensch und Computer 2014 – Tagungsband (pp. 45–54). Berlin: De Gruyter Oldenbourg.

Towards a Design Space for Personalizing the Presentation of Recommendations

Barbu, C.-M., & Ziegler, J. (2017). In L. Boratto, S. Carta, & G. Fenu (Eds.), EnCHIReS 2017: Engineering Computer-Human Interaction in Recommender Systems : Proceedings of the Second Workshop on Engineering Computer-Human Interaction in Recommender Systems co-located with the 9th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2017) (Vol. 1945, pp. 10–17).

User Model Dimensions for Personalizing the Presentation of Recommendations

Barbu, C.-M., & Ziegler, J. (2017). In P. Brusilovsky, M. de Gemmis, A. Felfernig, P. Lops, J. O’Donovan, N. Tintarev, & C. M. Willemsen (Eds.), IntRS 2017: Interfaces and Human Decision Making for Recommender Systems : Proceedings of the 4th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2017) (Vol. 1884, pp. 20–23).

Innovative Produkte und Dienstleistungen in der Mobilität: Technische und betriebswirtschaftliche Aspekte

Loepp, B., & Ziegler, J. (2017). In H. Proff & M. T. Fojcik (Eds.), Innovative Produkte und Dienstleistungen in der Mobilität: Technische und betriebswirtschaftliche Aspekte (pp. 409–426). Wiesbaden: Springer Fachmedien.

Preference Elicitation and Negotiation in a Group Recommender System

Álvarez Márquez, O. J., & Ziegler, J. (2015). In J. Abascal, S. Barbosa, M. Fetter, T. Gross, P. Palanque, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2015: 15th IFIP TC 13 International Conference, Bamberg, Germany, September 14-18, 2015, Proceedings, Part II. Cham: Springer International Publishing.

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

Barbu, C.-M., & Ziegler, J. (2017). In J. Neidhardt, D. Fesenmaier, T. Kuflik, & W. Wörndl (Eds.), RecTour 2017: 2nd Workshop on Recommenders in Tourism : Proceedings of the 2nd Workshop on Recommenders in Tourism co-located with 11th ACM Conference on Recommender Systems (RecSys 2017) Como, Italy, August 27, 2017 (Vol. 1906, pp. 35–39).

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

Barbu, C.-M., & Ziegler, J. (2017). In T. Domonkos & P. Pu (Eds.), Poster Proceeding of ACM Recsys 2017: Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017) Como, Italy, August 28, 2017 (Vol. 1905, pp. 44–45).

Komplexe Präferenzprofile für intermodale Navigation

Loepp, B., & Ziegler, J. (2014). In Mensch und Computer 2014 – Workshopband (pp. 191–198). Berlin: De Gruyter Oldenbourg.

A Context-Aware Shopping Portal Based on Semantic Models

Hussein, T., Linder, T., & Ziegler, J. (2013). In T. Hussein, H. Paulheim, S. Lukosch, J. Ziegler, & G. Calvary (Eds.), Semantic Models for Adaptive Interactive Systems. London: Springer.

Wahrnehmung und Akzeptanz von systemgenerierten Produktempfehlungen

Hussein, T., Gaulke, W., Hartmann, A., & Ziegler, J. (2010). In J. Ziegler & A. Schmidt (Eds.), Mensch & Computer 2010 (1st ed.). München: Oldenbourg.

Adapting web sites by spreading activation in ontologies

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