Publications

Publications related to An integrated approach for transparent, multi-level decision support in interactive recommender systems

Harnessing Latent Space Semantics for Enhanced Interpretability of Recommender Systems in Item Retrieval and Online Communication Dynamics

Donkers, T. (2024). [PhD thesis].

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.

How Users Ride the Carousel: Exploring the Design of Multi-List Recommender Interfaces From a User Perspective

Loepp, B., & Ziegler, J. (2023). In J. Zhang & L. Chen (Eds.), Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023 (pp. 1090–1095). Association for Computing Machinery, Inc.

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.

Empfehlungssysteme

Ziegler, J., & Loepp, B. (2020). In T. Kollmann (Ed.), Handbuch Digitale Wirtschaft (pp. 717–741). Springer Gabler.

Integration of Dialog-based Product Advisors into Filter Systems

Kleemann, T., & Ziegler, J. (2019). Proceedings of the Conference on Mensch Und Computer, 67–77.

Interactive Recommending with Tag-Enhanced Matrix Factorization (TagMF)

Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2019). International Journal of Human Computer Studies, 121, 21–41.

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).

Modeling User Interaction at the Convergence of Filtering Mechanisms, Recommender Algorithms and Advisory Components

Kleemann, T., Wagner, M., Loepp, B., & Ziegler, J. (2021). Mensch Und Computer 2021 – Tagungsband, 531–543.

Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems

Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2019). Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI ’19), 6201–6205.

Impact of Item Consumption on Assessment of Recommendations in User Studies

Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2018). Proceedings of the 12th ACM Conference on Recommender Systems (RecSys ’18), 49–53.

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.

Meta-Intents in Conversational Recommender Systems

Yuan, M., Donkers, T., Kleemann, T., & Jürgen, Z. (2022). Proceedings of the 4th Edition of Knowledge-Aware and Conversational Recommender Systems (KaRS) Workshop @ RecSys 2022.

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.

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).

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.

Empirische Bedarfsanalyse zur intermodalen Navigation und dem Einsatz von Informationssystemen zur Förderung ihrer Attraktivität

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). Springer Gabler.

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.

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.

Preface to the special issue on news personalization and analytics

Kille, B., Lommatzsch, A., Ziegler, J., & Özgöbek, Ö. (2024). User Modeling and User-Adapted Interaction, in press.

Knowledge Graph-Based Integration of Conversational Advisors and Faceted Filtering

Kleemann, T., Loepp, B., & Ziegler, J. (2024). Interacting with Computers, in press.

Assessing the Utility of an Interaction Qualities Framework in Systematizing the Evaluation of User Control

Smits, A., Detweiler, C., Bartels, E., Pott, K., van der Stappen, E., van Rossen, S., Cardona, K., Shayan, S., Ziegler, J., & van Turhout, K. (2024). In A. Bramwell-Dicks, A. Evans, M. Winckler, H. Petrie, & J. Abdelnour-Nocera (Eds.), Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II (pp. 185–195). Springer.

Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems

Bartels, E., Smits, A., Detweiler, C., van der Stappen, E., van Rossen, S., Shayan, S., Pott, K., Cardona, K., Ziegler, J., & van Turnhout, K. (2024). In A. Bramwell-Dicks, A. Evans, M. Winckler, H. Petrie, & J. Abdelnour-Nocera (Eds.), Design for Equality and Justice: Revised Selected Papers, Part II (Vol. 14536, pp. 173–184). Springer.

Design Ideas for Recommender Systems in Flexible Education: How Algorithmic Affordances May Address Ethical Concerns

van Rossen, S., Bartels, E., Cardona, K., Detweiler, C., Pott, K., Shayan, S., Smits, A., Ziegler, J., & van der Stappen, E. (2024). In A. Bramwell-Dicks, A. Evans, M. Winckler, H. Petrie, & J. Abdelnour-Nocera (Eds.), Design for Equality and Justice: Revised Selected Papers, Part II (Vol. 14536, pp. 205–213). Springer.

ExUM 2024 - 6th Workshop on Explainable User Modeling and Personalised Systems

Polignano, M., Musto, C., Delić, A., Inel, O., Rapp, A., Semeraro, G., & Ziegler, J. (2024). In The Association for Computing Machinery (ACM) (Ed.), Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct ’24) (pp. 236–239). ACM.

Exploring the Potential of Generative AI for Augmenting Choice-Based Preference Elicitation in Recommender Systems

Loepp, B., & Ziegler, J. (2024). In The Association for Computing Machinery (ACM) (Ed.), Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct ’24) (pp. 114–119). ACM.

Second Workshop on Engineering Interactive Systems Embedding AI Technologies

Dix, A., Luyten, K., Mayer, S., Palanque, P., Panizzi, E., Spano, L. D., & Ziegler, J. (2024). In M. Nebeling, L. D. Spano, & J. C. Campos (Eds.), EICS ’24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (pp. 103–107). Association for Computing Machinery.

Exploring the Potential of Generative AI for Augmenting Choice-Based Preference Elicitation in Recommender Systems

Loepp, B., & Ziegler, J. (2024). UMAP Adjunct ’24: Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 114–119.

A Multi-perspective Panel on User-Centred Transparency, Explainability, and Controllability in Automations

Palanque, P., Paternò, F., Roto, V., Schmidt, A., Stumpf, S., & Ziegler, J. (2023). In J. A. Nocera, Lárusdóttir Marta Kristı́n, H. Petrie, A. Piccinno, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2023: Proceedings (Vol. 14145, pp. 349–353). Springer Science and Business Media Deutschland GmbH.

Interactive Recommendation Systems

Ziegler, J., & Loepp, B. (2023). In J. Vanderdonckt, P. Palanque, & M. Winckler (Eds.), Handbook of Human Computer Interaction (pp. 1–29). Springer.

Initiative transfer in conversational recommender systems

Ma, Y., & Ziegler, J. (2023). In J. Zhang & L. Chen (Eds.), Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023 (pp. 978–984). Association for Computing Machinery, Inc.

5th Workshop on Explainable User Models and Personalised Systems (ExUM)

Musto, C., Delic, A., Inel, O., Polignano, M., Rapp, A., Semeraro, G., & Ziegler, J. (2023). In The Association for Computing Machinery (Ed.), UMAP 2023: Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization ; 26-30 June, 2023, Limassol, Cyprus (pp. 196–198). Association for Computing Machinery.

An Instrument for measuring users’ meta-intents

Ma, Y., Donkers, T., Kleemann, T., & Ziegler, J. (2023). In J. Gwizdka & S. Y. Rieh (Eds.), CHIIR ’23: Proceedings of the 2023 Conference on Human Information Interaction and Retrieval (pp. 290–302). ACM.

Mixed-Modality Interaction in Conversational Recommender Systems

Ma, Y., Kleemann, T., & Ziegler, J. (2021). Proceedings of the 8th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2948, 21–37.

Interactive Methods for Model-based Collaborative Filtering Recommender Systems

Loepp, B. (2021). [PhD thesis, University of Duisburg-Essen].

Distribution sliders: Visualizing data distributions in range selection sliders

Kleemann, T., & Ziegler, J. (2020). Conference on "Mensch Und Computer", 67–78.

On the Use of Feature-based Collaborative Explanations: An Empirical Comparison of Explanation Styles

Naveed, S., Loepp, B., & Ziegler, J. (2020). ExUM ’20: Proceedings of the International Workshop on Transparent Personalization Methods Based on Heterogeneous Personal Data, 226–232.

Measuring the Impact of Recommender Systems – A Position Paper on Item Consumption in User Studies

Loepp, B., & Ziegler, J. (2019). Proceedings of the 1st Workshop on Impact of Recommender Systems (ImpactRS ’19).

LittleMissFits: Ein Game-With-A-Purpose zur Evaluierung subjektiver Verständlichkeit von latenten Faktoren in Empfehlungssystemen

Kunkel, J., Loepp, B., Dolff, E., & Ziegler, J. (2019). Mensch Und Computer 2019 – Workshopband, 49–56.

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.

Understanding Latent Factors Using a GWAP

Kunkel, J., Loepp, B., & Ziegler, J. (2018). Proceedings of the Late-Breaking Results Track Part of the Twelfth ACM Conference on Recommender Systems (RecSys ’18).

Ein Online-Spiel zur Benennung latenter Faktoren in Empfehlungssystemen

Kunkel, J., Loepp, B., & Ziegler, J. (2018). Mensch Und Computer 2018 – Tagungsband.

A Framework for Analyzing and Calibrating Trust in Automated Vehicles

Mirnig, G. A., Wintersberger, P., Sutter, C., & Ziegler, J. (2016). In P. Green (Ed.), Adjunct Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 33–38). ACM.

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

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

Welcome to EICS 2015

Ziegler, J., Nebeling, M., Nigay, L., Campos, J., & Winckler, M. (2015). In J. Ziegler (Ed.), Proceedings of the 7th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (pp. v–vi). Association for Computing Machinery, Inc.

Merging Latent Factors and Tags to Increase Interactive Control of Recommendations

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

Merging Interactive Information Filtering and Recommender Algorithms: Model and Concept Demonstrator

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

Blended Recommending: Integrating Interactive Information Filtering and Algorithmic Recommender Techniques

Loepp, B., Herrmanny, K., & Ziegler, J. (2015). Proceedings of the 33rd International Conference on Human Factors in Computing Systems (CHI ’15), 975–984.

Komplexe Präferenzprofile für intermodale Navigation

Loepp, B., & Ziegler, J. (2014). Mensch Und Computer 2014 – Workshopband, 191–198.

Normal Users Cooperating on Process Models: Is It Possible at All?

Nolte, A., & Prilla, M. (2012). In V. Herskovic, H. U. Hoppe, J. Ziegler, & M. Jansen (Eds.), Collaboration and Technology: Proceedings (Vol. 7493, pp. 57–72). Springer.

Supporting social tasks of individuals: A matter of access to cooperation systems

Prilla, M. (2012). In V. Herskovic, H. U. Hoppe, J. Ziegler, & M. Jansen (Eds.), Collaboration and Technology (CRIWG 2012): Proceedings (Vol. 7493, pp. 89–96). Springer.

Matchballs – A multi-agent-system for ontology-based collaborative learning games

Ziebarth, S., Malzahn, N., & Hoppe, U. H. (2012). In V. Herskovic, U. H. Hoppe, M. Jansen, & J. Ziegler (Eds.), Collaboration and Technology: Proceedings (Vol. 7493, pp. 208–222). Springer Berlin Heidelberg.

Formal modeling of multi-user interfaces in cooperative work

Weyers, B., Luther, W., Baloian, N., & Pino, A. J. (2012). In V. Herskovic, U. H. Hoppe, M. Jansen, & J. Ziegler (Eds.), Collaboration and Technology: Proceedings (Vol. 7493, pp. 129–136). Springer Berlin Heidelberg.

Enabling and Evaluating Mobile Learning Scenarios with Multiple Input Channels

Bollen, L., Eimler, C. S., Jansen, M., & Engler, J. (2012). In V. Herskovic, U. H. Hoppe, M. Jansen, & J. Ziegler (Eds.), Collaboration and Technology: Proceedings (Vol. 7493, pp. 161–175). Springer Berlin Heidelberg.

3rd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS)

Hussein, T., Lukosch, S., Paulheim, H., Ziegler, J., & Calvary, G. (2012). IUI 2012: Proceedings of the 17th International Conference on Intelligent User Interfaces, 401–403.

Zukünftige Entwicklungen in der Mobilität : betriebswirtschaftliche und technische Aspekte ; [... Beiträge des 3. Wissenschaftsforums Mobilität, das im Juli 2011 an der Universität Duisburg-Essen stattfand]

Proff, H., Schönharting, J., Schramm, D., & Ziegler, J. (2012). Gabler.

Training conflict management in a collaborative virtual environment

Emmerich, K., Neuwald, K., Othlinghaus, J., Ziebarth, S., & Hoppe, U. H. (2012). In J. Ziegler, M. Jansen, U. H. Hoppe, & V. Herskovic (Eds.), Collaboration and Technology: 18th International Conference, CRIWG 2012 Raesfeld, Germany, September 16-19, 2012 Proceedings (Vol. 7493, pp. 17–32). Springer.

Collaboration and Technology: 18th International Conference, CRIWG 2012 Raesfeld, Germany, September 16-19, 2012 Proceedings

18th International Conference, CRIWG 2012 Raesfeld, Germany, September 16-19, 2012. (2012). (J. Ziegler, M. Jansen, U. H. Hoppe, & V. Herskovic, Eds.; Vol. 7493). Springer.

Faceted Visual Exploration of Semantic Data

Heim, P., & Ziegler, J. (2011). In A. Ebert (Ed.), Human Aspects of Visualization: Revised Selected Papers (Vol. 6431, pp. 58–75). Springer Berlin Heidelberg.

Semantic web meets UI: Context-adaptive interaction with semantic data

Ziegler, J. (2011). In A. Dittmar (Ed.), Proceedings of the 29th Annual European Conference on Cognitive Ergonomics (pp. 15–16). ACM Press.

Context-adaptive interaction for collaborative work

Ziegler, J., Haake, M. J., Lukosch, S., & Pipek, V. (2010). CHI 2010 - We Are HCI: Conference Proceedings and Extended Abstracts, 4461–4464.

Group context-based adaptations for recommendation

Joop, B., & Ziegler, J. (2010). Proceedings of the 1st International Workshop on Semantic Models for Adaptive Interactive Systems, 11–15.

Facet Graphs: Complex Semantic Querying Made Easy

Heim, P., Ertl, T., & Ziegler, J. (2010). The Semantic Web: Research and Applications; Proccedings Part I, 288–302.

Interaktion mit komplexen Informationsräumen: Visualisierung, Multimodalität, Kooperation

Ziegler, J., & Beinhauer, W. (Eds.). (2007). Oldenbourg.

Automatische Themenextraktion aus gesprochener Sprache

Ziegler, J., El Jerroudi, Z., Böhm, C., Beinhauer, W., & Räther, C. (2004). In R. Keil-Slawik, H. Selke, & G. Szwillus (Eds.), Mensch & Computer 2004: Allgegenwärtige Interaktion. Oldenbourg Verlag.

Echtzeit-Visualisierungs-Editor fuer deskriptive Verhaltensprotokolle

Piesk, J., Heeg, R., Hoenscheid, R., Krämer, N., & Bente, G. (2003). In G. Szwillus & J. Ziegler (Eds.), Mensch & Computer 2003: Interaktion in Bewegung; [Tagungsbeiträge der dritten Konferenz Mensch & Computer 2003 in Stuttgart] (1. Auflage, Vol. 57, pp. 177–186). Teubner.

Brauchen Interface-Agenten Emotionen

Krämer, N., & Bente, G. (2003). In J. Ziegler & G. Szwillus (Eds.), Mensch & Computer 2003: Interaktion in Bewegung; [Tagungsbeiträge der dritten Konferenz Mensch & Computer 2003 in Stuttgart] (1. Aufl., Vol. 57, pp. 287–296). Teubner.

Vorwort

Ziegler, J. (2003). In J. Ziegler & G. Szwillus (Eds.), Mensch & Computer 2003: Interaktion in Bewegung; [Tagungsbeiträge der dritten Konferenz Mensch & Computer 2003 in Stuttgart] (1. Auflage, Vol. 57, pp. 13–14). Teubner.

Mensch Computer 2003 - Interaktion in Bewegung; Tagungsband der dritten Konferenz Mensch Computer 2003 in Stuttgart

Ziegler, J., & Szwillus, G. (2003).

Managing human-computer interaction and emerging issues

Bullinger, H. J., & Ziegler, J. (2003). (J. A. Jacko, Ed.). Erlbaum.

Intuitive interaction in complex informaiton spaces - Results and exploitation of INVITE

Beinhauer, W., & Ziegler, J. (2003). 2nd International Status Conference Human-Technology Interaction (German Ministry of Education and Research).

Mensch Computer 2003 - Interaktion in Bewegung; Tagungsband der dritten Konferenz Mensch Computer 2003

Ziegler, J., & Szwillus, G. (2003). Teubner.

Modeling Cooperative Work Processes - A Multiple Perspectives Framework

Ziegler, J. (2002). International Journal of Human-Computer Interaction, 14(2), 139–157.

Matrix Browser as a New Interactive Visualization for Large Networked Information Spaces

Ziegler, J., Kunz, C., Botsch, V., & Schneeberger, J. (2002). UIST 2002, ACM Conf. User Interface Software Paris, France Oct. 2002; UIST 2002, ACM Conf. User Interface Software Paris, France Oct. 2002.

Simulating recognition errors in speech user interface prototyping

Peissner, M., Heidmann, F., & Ziegler, J. (2001). In D. S. G. H. Smith M. & R. Koubek (Eds.), Proceedings of the 9th Int. Conf. on Human-Computer Interaction (HCI International 2001), Vol. 1: Cognitive Engineering, Intelligent Agents and Virtual Reality New Orleans, USA Aug. 5-10, 2001; Proceedings of the 9th Int. Conf. on Human-Computer Inte. Lawrence Erlbaum.

Realisierung einer laserbasierten Interaktionstechnik für Projektionswände

Wissen, M., Wischy, M., & Ziegler, J. (2001). Tagung Mensch Computer 2001; Tagung Mensch Computer 2001.

Intuitive human-computer interaction for a networked information world (INVITE) - Research approaches and results

Ziegler, J. (2001). International Status Conference Lead Projects Human-Computer Interaction Saarbrücken Oct. 26-27, 2001.

Entwicklungstrends im Bereich Human-Computer Interaction

Bullinger, H. J., Rathke, C., & Ziegler, J. (2000). In R. Reichwald & M. Kreis (Eds.), Anwenderfreundliche Kommunikationssysteme : Referate des Kongresses Anwenderfreundliche Kommunikationssysteme vom 16. und 17. Juni 1999; Anwenderfreundliche Kommunikationssysteme : Referate des Kongresses Anwenderfreundliche Kommunikationssysteme vom. Hüthig.

Human-Computer Interaction: Communication, Cooperation, and Application Design

Bullinger, H.-J., & Ziegler, J. (1999). Vol. 1 of the Proceedings of the 8th International Conference on Human-Computer Interaction (HCI International ’99) Munich, Germany August 22-26, 1999; Vol. 1 of the Proceedings of the 8th International Conference on Human-Computer Interaction (HCI I.