Publications related to A conceptual model and a software framework for developing context aware hybrid recommender systems
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.
Situationsgerechtes Recommending – Kontextadaptive, hybride Empfehlungsgenerierung
Hussein, T., & Ziegler, J. (2011). Informatik Spektrum, 34(2), 143–152.
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. Springer.
Hybride, kontext-sensitive Generierung von Produktempfehlungen
Hussein, T., & Gaulke, W. (2010). i-Com – Zeitschrift Für Interaktive Und Kooperative Medien, 9(2), 16–23.
Adapting web sites by spreading activation in ontologies
Hussein, T., & Ziegler, J. (2008). ReColl ’08: Int. Workshop on Recommendation and Collaboration (in Conjunction with IUI 2008).
A framework and an architecture for context-aware group recommendations
Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2010). In G. Kolfschoten, T. Herrmann, & S. Lukosch (Eds.), Collaboration and Technology: 16th International Conference, CRIWG 2010, Maastricht, The Netherlands, September 20-23, 2010. Proceedings. Springer.
Context-adaption based on ontologies and spreading activation
Hussein, T., Westheide, D., & Ziegler, J. (2007). In A. Hinneburg (Ed.), LWA 2007: Lernen – Wissen – Adaption.
Maßarbeit statt Konfektion - Kontextadaption liefert passgenaue Informationen
Ziegler, J., Kaltz, W. J., Lohmann, S., & Hussein, T. (2006). Forum Forschung, 42–47.
Choice-based Preference Elicitation for Collaborative Filtering Recommender Systems
Loepp, B., Hussein, T., & Ziegler, J. (2014). Proceedings of the 32nd International Conference on Human Factors in Computing Systems (CHI ’14), 3085–3094.
Interaktive Empfehlungsgenerierung mit Hilfe latenter Produktfaktoren
Loepp, B., Hussein, T., & Ziegler, J. (2013). Mensch & Computer 2013 – Tagungsband, 17–26.
Context Modeling for Adaptive Collaboration
Haake, J., Hussein, T., Joop, B., Lukosch, S., Veiel, D., & Ziegler, J. (2009). Abteilung für Informatik und Angewandte Kognitionswissenschaft, Fakultät für Ingenieurwissenschaften, Universität Duisburg-Essen.
Context-aware Recommendations on Rails
Hussein, T., Linder, T., Gaulke, W., & Ziegler, J. (2009). In L. Bergmann (Ed.), Proceedings of the 2009 Workshop on Context-aware Recommender Systems (CARS 2009).
Recommending Running Routes: Framework and Demonstrator
Loepp, B., & Ziegler, J. (2018). Proceedings of the 2nd Second Workshop on Recommendation in Complex Scenarios (ComplexRec ’18), 26–29.
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.). Oldenbourg.
Modeling and exploiting context for adaptive collaboration
Haake, J., Hussein, T., Joop, B., Lukosch, S., Veiel, D., & Ziegler, J. (2010). International Journal of Cooperative Information Systems (IJCIS), 19(1-2), 71–120.
Context-aware Recommendations
Hussein, T. (2010). In N. Baloian, W. Luther, D. Söffker, & Y. Urano (Eds.), Interfaces and Interaction Design for Learning and Simulation Environments. Logos.
Nutzung individueller Kontextinformationen zur Verbesserung von kollaborativen Arbeiten
Joop, B., Hussein, T., & Ziegler, J. (2009). Open Design Spaces 2009.
An Interactive Hybrid Approach to Generate Explainable and Controllable Recommendations
Naveed, S. (2021). [PhD thesis, University of Duisburg-Essen].
Service-Based Recommendations for Context-Aware Navigation Support
Münter, D., Hussein, T., Gaulke, W., & Ziegler, J. (2012). In H. Proff, J. Schönharting, D. Schramm, & J. Ziegler (Eds.), Zukünftige Entwicklungen in der Mobilität: Betriebswirtschaftliche und Technische Aspekte - Tagungsband des 3. Wissenschaftsforum Mobilität (1. Auflage). Gabler Verlag.
2nd International Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011)
Hussein, T., Lukosch, S., Ziegler, J., Paulheim, H., & Calvary, G. (2011). IUI 2011: Proceedings of the ACM International Conference on Intelligent User Interfaces, 467–468.
1st international workshop on semantic models for adaptive interactive systems (SEMAIS 2010)
Hussein, T., Lukosch, G. S., Ziegler, J., & Dix, A. (2010). Proceedings of the 15th International Conference on Intelligent User Interfaces, 437–438.
Modeling and exploiting context for adaptive collaboration
Haake, M. J., Hussein, T., Joop, B., Lukosch, S., Veiel, D., & Ziegler, J. (2010). International Journal of Cooperative Information Systems, 19(1-2), 71–120.
An approach towards personalized user interfaces for smart homes
Ressel, C., Ziegler, J., & Naroska, E. (2006). 2nd IET Int. Conf. on Intelligent Environments (IE ’06).
Adaptive Nutzerschnittstelle für intelligente Wohnumgebungen
Ressel, C., & Ziegler, J. (2006). 6. GI-Konferenz Mensch Und Computer 2006 (Gelsenkirchen).
Generating semantic contexts from spoken conversation in meetings
Ziegler, J., El Jerroudi, Z., & Böhm, K. (2005). Proceedings of the 10th International Conference on Intelligent User Interfaces ( IUI 2005).
Contextualizing search results in networked directories
Kunz, C., Botsch, V., Ziegler, J., & Spath, D. (2003). HCI International 2003. Proceedings of the 10th International Conference on Human-Computer Interaction. Vol.3 : Cognitive, Social and Ergonomic Aspects.
Kontextabhängige Empfehlung von Services zur intelligenten Navigationsunterstützung
Münter, D., Hussein, T., & Gaulke, W. (2010). In U. Schroeder (Ed.), 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 (1. Auflage). Logos Verlag.
Improving collaboration by using context views
Hussein, T., Gaulke, W., Linder, T., & Ziegler, J. (2010). In Context-Adaptive Interaction for Collaborative Work (CAICOLL), 1st Workshop in conjunction with the ACM Conference on Human Factors in Computing Systems (CHI) 2010 (pp. 1–6).
Ontologiebasiertes Engineering kontextadaptiver Webanwendungen
Kaltz, W. J., Lohmann, S., Hussein, T., Lang, E., & Ziegler, J. (2005). i-Com: Zeitschrift Für Interaktive Und Kooperative Medien, 4(3), 22–30.
Explaining Recommendations through Conversations: Dialog Model and the Effects of Interface Type and Degree of Interactivity
Hernandez-Bocanegra, D. C., & Ziegler, J. (2023). ACM Transactions on Interactive Intelligent Systems (TiiS), 13(2).
User-centered recommender systems
Ziegler, J., & Loepp, B. (2023). In M. Augstein, E. Herder, & W. Wörndl (Eds.), Personalized Human-Computer Interaction (2nd ed., pp. 33–58). De Gruyter Oldenbourg.
A comparative study of item space visualizations for recommender systems
Kunkel, J., & Ziegler, J. (2023). International Journal of Human Computer Studies, 172.
Mental Models, Explanations, Visualizations: Promoting User-Centered Qualities in Recommender Systems
Kunkel, J. (2022). [PhD thesis, University of Duisburg-Essen].
Recommendations as Challenges: Estimating Required Effort and User Ability for Health Behavior Change Recommendations
Torkamaan, H., & Ziegler, J. (2022). 27th International Conference on Intelligent User Interfaces, 106–119.
Development of an Instrument for Measuring Users’ Perception of Transparency in Recommender Systems
Hellmann, M., Hernandez Bocanegra, D., & Ziegler, J. (2022). In A. Smith-Renner & O. Amir (Eds.), Workshops at the International Conference on Intelligent User Interfaces (IUI) 2022: Proceedings of the IUI 2022 Workshops: APEx-UI, HAI-GEN, HEALTHI, HUMANIZE, TExSS, SOCIALIZE (Vol. 3124, pp. 156–165). RWTH Aachen.
Explaining Review-Based Recommendations: Effects of Profile Transparency, Presentation Style and User Characteristics
Hernandez-Bocanegra, D. C., & Ziegler, J. (2020). i-Com: Journal of Interactive Media, 19(3), 181–200.
Mensch-Computer-Interaktion als zentrales Gebiet der Informatik: Bestandsaufnahme, Trends und Herausforderungen
Koch, M., Ziegler, J., Reuter, C., Schlegel, T., & Prilla, M. (2020). Informatik Spektrum, 43, 381–387.
Empfehlungssysteme
Ziegler, J., & Loepp, B. (2020). In T. Kollmann (Ed.), Handbuch Digitale Wirtschaft (pp. 717–741). Springer Gabler.
Featuristic: An interactive hybrid system for generating explainable recommendations – Beyond system accuracy
Naveed, S., & Ziegler, J. (2020). Proceedings of the 7th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 14–25.
Leveraging Arguments in User Reviews for Generating and Explaining Recommendations
Donkers, T., & Ziegler, J. (2020). Datenbank-Spektrum, 20(2), 181–187.
Challenges in User-Centered Engineering of AI-based Interactive Systems
Ziegler, J. (2019). In B. Weyers & J. Bowen (Eds.), Joint Proceedings HCI Engineering 2019 – Methods and Tools for Advanced Interactive Systems and Integration of Multiple Stakeholder Viewpoints co-located with 11th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2019) (Vol. 2503, pp. 51–55).
Feature-driven interactive recommendations and explanations with collaborative filtering approach
Naveed, S., & Ziegler, J. (2019). ComplexRec 2019: Proceedings of the Workshop on Recommendation in Complex Scenarios, 2449, 10–15.
To explain or not to explain: the effects of personal characteristics when explaining feature-based recommendations in different domains
Millecamp, M., Verbert, K., Naveed, S., & Ziegler, J. (2019). IntRS 2019: Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2450, 10–18.
On User Awareness in Model-Based Collaborative Filtering Systems
Loepp, B., & Ziegler, J. (2017). Proceedings of the 1st Workshop on Awareness Interfaces and Interactions (AWARE ’17).
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.
MyMovieMixer: Ein hybrider Recommender mit visuellem Bedienkonzept
Herrmanny, K., Schering, S., Berger, R., Loepp, B., Günter, T., Hussein, T., & Ziegler, J. (2014). Mensch Und Computer 2014 – Tagungsband, 45–54.
Semantic Models for Adaptive Interactive Systems
Hussein, T., Paulheim, H., Lukosch, S., Ziegler, J., & Calvary, G. (Eds.). (2013). Springer.
Data-Centric Interactions on the Web
Díaz, P., Hussein, T., Lohmann, S., & Ziegler, J. (2011). Human-Computer Interaction – INTERACT 2011: Proceedings, Part IV, 726–727.
Adaptive presentation of itineraries in navigation systems by means of semantic models
Muenter, D., & Hussein, T. (2011). In T. Hussein, S. Lukosch, H. Paulheim, & J. Ziegler (Eds.), Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems (Vol. 747). RWTH.
Explanation of spreading activation based recommendations
Hussein, T., & Neuhaus, S. (2010). Semantic Models for Adaptive Interactive Systems (SEMAIS), 1st Workshop in Conjunction with the International Conference on Intelligent User Interfaces (IUI) 2010.
Supporting systematic usage of context in Web applications
Kaltz, J., & Ziegler, J. (2006). 19th International FLAIRS Conference, Special Track on Modeling and Applying Contexts in the Real World (MAC-06).
How Users Ride the Carousel: Exploring the Design of Multi-List Recommender Interfaces From a User Perspective
Loepp, B., & Ziegler, J. (2023). RecSys ’23: Proceedings of the 17th ACM Conference on Recommender Systems.
Blending Conversational Product Advisors and Faceted Filtering in a Graph-Based Approach
Kleemann, T., & Ziegler, J. (2023). In J. Abdelnour Nocera, Kristı́n Lárusdóttir Marta, H. Petrie, A. Piccinno, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2023 : 19th IFIP TC13 International Conference, York, UK, August 28 – September 1, 2023, Proceedings, Part III (Vol. 14144, pp. 137–159). Springer Nature Switzerland.
Creating Omni-Channel In-Store Shopping Experiences through Augmented-Reality-Based Product Recommending and Comparison
Álvarez Márquez, J. O., & Ziegler, J. (2023). International Journal of Human–Computer Interaction, in press.
Towards Multi-Method Support for Product Search and Recommending
Kleemann, T., Loepp, B., & Ziegler, J. (2022). Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’22), 74–79.
Health Recommender Systems for Mental Health Promotion
Torkamaan, H. (2022). [PhD thesis, University of Duisburg-Essen].
Argumentative Explanations for Recommendations Based on Reviews
Hernandez Bocanegra, D. C. (2022). [PhD thesis, University of Duisburg-Essen].
Integrating Behavior Change and Persuasive Design Theories into an Example Mobile Health Recommender System
Torkamaan, H., & Ziegler, J. (2021). UbiComp ’21: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers, 218–225.
ConvEx-DS: A Dataset for Conversational Explanations in Recommender Systems
Hernandez-Bocanegra, D. C., & Ziegler, J. (2021). Interfaces and Human Decision Making for Recommender Systems 2021: Proceedings of the 8th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2948, 3–20.
Identifying Group-Specific Mental Models of Recommender Systems: A Novel Quantitative Approach
Kunkel, J., Ngo, P. T., Ziegler, J., & Krämer, N. (2021). In C. Ardito, R. Lanzilotti, A. Malizia, H. Petrie, A. Piccinno, G. Desolda, & K. Inkpen (Eds.), Human-Computer Interaction – INTERACT 2021: Proceedings, Part IV (Vol. 12935, pp. 383–404). Springer.
Effects of Interactivity and Presentation on Review-Based Explanations for Recommendations
Hernandez Bocanegra, D. C., & Ziegler, J. (2021). In C. Ardito, R. Lanzilotti, A. Malizia, H. Petrie, A. Piccinno, G. Desolda, & K. Inkpen (Eds.), Human-Computer Interaction – INTERACT 2021: Proceedings, Part II (Vol. 12933, pp. 597–618). Springer.
Acceptance of an AR-Based In-Store Shopping Advisor: The Impact of Psychological User Characteristics
Álvarez Márquez, J. O., & Ziegler, J. (2021). In C. Ardito, R. Lanzilotti, A. Malizia, H. Petrie, A. Piccinno, G. Desolda, & K. Inkpen (Eds.), Human-Computer Interaction – INTERACT 2021: Proceedings, Part I (Vol. 12932, pp. 457–479). Springer.
Conversational Review-based Explanations for Recommender Systems: Exploring Users’ Query Behavior
Hernandez-Bocanegra, D. C., & Ziegler, J. (2021). CUI 2021 - 3rd Conference on Conversational User Interfaces.
Argumentative explanations for recommendations - Effect of display style and profile transparency
Hernandez Bocanegra, D. C., & Ziegler, J. (2020). In C. Hansen, A. Nürnberger, & B. Preim (Eds.), Mensch und Computer 2020.
NewsViz: Depicting and Controlling Preference Profiles Using Interactive Treemaps in News Recommender Systems
Kunkel, J., Schwenger, C., & Ziegler, J. (2020). UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 126–135.
Exploring Mental Models for Transparent and Controllable Recommender Systems: A Qualitative Study
Ngo, T. P., Kunkel, J., & Ziegler, J. (2020). UMAP 2020 - Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 183–191.
Towards Interactive Recommending in Model-based Collaborative Filtering Systems
Loepp, B., & Ziegler, J. (2019). Proceedings of the 13th ACM Conference on Recommender Systems (RecSys ’19), 546–547.
Multi-criteria rating-based preference elicitation in health recommender systems
Torkamaan, H., & Ziegler, J. (2018). Proceedings of the Third International Workshop on Health Recommender Systems Co-Located with Twelfth ACM Conference on Recommender Systems (HealthRecSys’18), 2216, 18–23.
Augmented Reality Based Recommending in the Physical World
Álvarez Márquez, J. O., & Ziegler, J. (2018). In R. Dachselt & G. Weber (Eds.), Mensch und Computer 2018 - Workshopband (pp. 285–291). Gesellschaft für Informatik e.V.
Argumentation-based explanations in recommender systems: Conceptual framework and empirical results
Naveed, S., Donkers, T., & Ziegler, J. (2018). UMAP 2018 - Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, 293–298.
Explaining Recommendations by Means of User Reviews
Donkers, T., Loepp, B., & Ziegler, J. (2018). Proceedings of the 1st Workshop on Explainable Smart Systems (ExSS ’18).
Negotiation and Reconciliation of Preferences in a Group Recommender System
Álvarez Márquez, J. O., & Ziegler, J. (2018). Journal of Information Processing, 26, 186–200.
Improving the Shopping Experience with an Augmented Reality-Enhanced Shelf
Álvarez Márquez, J. O., & Ziegler, J. (2017). Mensch Und Computer 2017 - Workshopband, 629–632.
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).
Sequential User-based Recurrent Neural Network Recommendations
Donkers, T., Loepp, B., & Ziegler, J. (2017). Proceedings of the 11th ACM Conference on Recommender Systems (RecSys ’17), 152–160.
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).
Hootle+: A Group Recommender System Supporting Preference Negotiation
Álvarez Márquez, J. O., & 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). Springer.
Interactive Recommending: Framework, State of Research and Future Challenges
Loepp, B., Barbu, C.-M., & Ziegler, J. (2016). Proceedings of the 1st Workshop on Engineering Computer-Human Interaction in Recommender Systems (EnCHIReS ’16), 3–13.
Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control
Donkers, T., Loepp, B., & Ziegler, J. (2016). Proceedings of the 24th Conference on User Modeling Adaptation and Personalization (UMAP ’16), 169–173.
Preference Elicitation and Negotiation in a Group Recommender System
Álvarez Márquez, J. O., & 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. Springer International Publishing.
Group context-based adaptations for recommendation
Joop, B., & Ziegler, J. (2010). Semantic Models for Adaptive Interactive Systems (SEMAIS), 1st Workshop in Conjunction with the International Conference on Intelligent User Interfaces (IUI) 2010.
A framework for context-based adaptation (for collaboration)
Joop, B., & Ziegler, J. (2010). In N. Baloian, W. Luther, D. Söffker, & Y. Urano (Eds.), Interfaces and Interaction Design for Learning and Simulation Environments.
Integrierte und kontextualisierte Erfassung von Nutzeranforderungen
Lohmann, S., & Ziegler, J. (2009). In S. Auer, K. Lauenroth, S. Lohmann, & T. Riechert (Eds.), Agiles Requirements Engineering: für Softwareprojekte mit einer großen Anzahl verteilter Stakeholder.
Das ’intelligente’ Web - Entwicklung kontextadaptiver Webanwendungen
Ziegler, J., Kaltz, W. J., & Lohmann, S. (2006). Essener Unikate, 28, 18–29.
Eine komponentenorientierte Architektur für die kontext-sensitive Adaption von Web-Anwendungen
Kaltz, W. J., Lohmann, S., & Ziegler, J. (2005). In B. A. Cremers, R. Manthey, P. Martini, & V. Steinhage (Eds.), INFORMATIK 2005 - Informatik Live!, Band 2, Beiträge der 35. Jahrestagung der Gesellschaft für Informatik e.V. (GI). Köllen.
A conceptual model for context-aware Web engineering
Kaltz, W., & Ziegler, J. (2004). KI 2004 Workshop on Modeling and Retrieval of Context (MRC2004).
Einflussfaktoren für eine situationsgerechte Navigationsunterstützung im Fahrzeug
Münter, D., Kötteritzsch, A., Linder, T., Hofmann, J., Hussein, T., & Ziegler, J. (2012). In H. Reiterer & O. Deussen (Eds.), Mensch & Computer 2012: 12. fachübergreifende Konferenz für interaktive und kooperative Medien. Interaktiv informiert – allgegenwärtig und allumfassend!? (1. Aufl.). Oldenbourg Verlag.