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  1. No Access

    Chapter and Conference Paper

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

    The user’s experience with a recommender system is significantly shaped by the dynamics of user-algorithm interactions. These interactions are often evaluated using interaction qualities, such as controllability,...

    Aletta Smits, Chris Detweiler, Ester Bartels, Katja Pott in Design for Equality and Justice (2024)

  2. No Access

    Chapter and Conference Paper

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

    In flexible education, recommender systems that support course selection, are considered a viable means to help students in making informed course selections, especially where curricula offer greater flexibili...

    Suzanne van Rossen, Ester Bartels, Karine Cardona in Design for Equality and Justice (2024)

  3. No Access

    Chapter and Conference Paper

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

    This exploratory study investigates the rationale behind categorizing algorithmic controls, or algorithmic affordances, in the graphical user interfaces (GUIs) of recommender systems. Seven professionals from ind...

    Ester Bartels, Aletta Smits, Chris Detweiler in Design for Equality and Justice (2024)

  4. No Access

    Chapter and Conference Paper

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

    At this time, there is a lot of discussion and attention on the adoption of artificial intelligence in real-world automations. In this panel, we will discuss the role of Human-Computer Interaction in creating ...

    Philippe Palanque, Fabio Paternò, Virpi Roto in Human-Computer Interaction – INTERACT 2023 (2023)

  5. No Access

    Living Reference Work Entry In depth

    Interactive Recommendation Systems

    Recommendation systems have become an indispensable part of many online platforms such as online shops or social media, designed to facilitate users’ search and decision-making when confronted with a very larg...

    Jürgen Ziegler, Benedikt Loepp in Handbook of Human Computer Interaction

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    Chapter and Conference Paper

    Blending Conversational Product Advisors and Faceted Filtering in a Graph-Based Approach

    Today’s e-commerce websites often provide many different components, such as filters and conversational product advisors, to help users find relevant items. However, filters and advisors are often presented se...

    Timm Kleemann, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2023 (2023)

  7. No Access

    Chapter and Conference Paper

    Acceptance of an AR-Based In-Store Shop** Advisor - the Impact of Psychological User Characteristics

    We present a study on the acceptance of augmented reality-based product comparison and recommending in a physical store context. An online study was performed, in which a working prototype for head-mounted dis...

    Jesús Omar Álvarez Márquez, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2021 (2021)

  8. No Access

    Chapter and Conference Paper

    Identifying Group-Specific Mental Models of Recommender Systems: A Novel Quantitative Approach

    How users interact with an intelligent system is determined by their subjective mental model of the system’s inner working. In this paper, we present a novel method based on card sorting to identify such mental m...

    Johannes Kunkel, Thao Ngo, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2021 (2021)

  9. No Access

    Chapter and Conference Paper

    Effects of Interactivity and Presentation on Review-Based Explanations for Recommendations

    User reviews have become an important source for recommending and explaining products or services. Particularly, providing explanations based on user reviews may improve users’ perception of a recommender syst...

    Diana C. Hernandez-Bocanegra, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2021 (2021)

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    Chapter and Conference Paper

    Hootle+: A Group Recommender System Supporting Preference Negotiation

    This paper presents an approach to group recommender systems that focuses its attention on the group’s social interaction during the formulation, discussion and negotiation of the features the item to be joint...

    Jesús Omar Álvarez Márquez, Jürgen Ziegler in Collaboration and Technology (2016)

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    Chapter and Conference Paper

    Supporting Users in Setting Effective Goals in Activity Tracking

    In this paper we present the development of the pedometer app Move My Day which implements goal setting as its main persuasive design principle. Manual goal input as well as two strategies to support users in set...

    Katja Herrmanny, Jürgen Ziegler, Aysegül Dogangün in Persuasive Technology (2016)

  12. Chapter and Conference Paper

    Preference Elicitation and Negotiation in a Group Recommender System

    We present a novel approach to group recommender systems that better takes into account the social interaction in a group when formulating, discussing and negotiating the features of the item to be jointly sel...

    Jesús Omar Álvarez Márquez, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2015 (2015)

  13. No Access

    Article

    Hybreed: A software framework for develo** context-aware hybrid recommender systems

    This article introduces Hybreed, a software framework for building complex context-aware applications, together with a set of components that are specifically targeted at develo** hybrid, context-aware recom...

    Tim Hussein, Timm Linder, Werner Gaulke in User Modeling and User-Adapted Interaction (2014)

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    Book

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    Chapter

    A Context-Aware Shop** Portal Based on Semantic Models

    This chapter illustrates how semantic models can be used as a backend data source for both exploration and adaptation purposes. For a fictitious shop** portal, we implemented a faceted navigation approach th...

    Tim Hussein, Timm Linder in Semantic Models for Adaptive Interactive Systems (2013)

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    Book and Conference Proceedings

    Collaboration and Technology

    18th International Conference, CRIWG 2012 Raesfeld, Germany, September 16-19, 2012 Proceedings

    Valeria Herskovic, H. Ulrich Hoppe in Lecture Notes in Computer Science (2012)

  17. Chapter and Conference Paper

    Data-Centric Interactions on the Web

    The World Wide Web has become a global database in recent years, with an ever-growing amount of data that is published online every day. Interactions with this data raise a number of research questions and pra...

    Paloma Díaz, Tim Hussein, Steffen Lohmann in Human-Computer Interaction – INTERACT 2011 (2011)

  18. Chapter and Conference Paper

    Faceted Visual Exploration of Semantic Data

    Tools for searching and interactively exploring the rapidly growing amount of semantically annotated data on the Web are still scarce and limited in their support of the users’ manifold goals and activities. I...

    Philipp Heim, Jürgen Ziegler in Human Aspects of Visualization (2011)

  19. Chapter and Conference Paper

    Comparison of Tag Cloud Layouts: Task-Related Performance and Visual Exploration

    Tag clouds have become a popular visualization and navigation interface on the Web. Despite their popularity, little is known about tag cloud perception and performance with respect to different user goals. Th...

    Steffen Lohmann, Jürgen Ziegler in Human-Computer Interaction – INTERACT 2009 (2009)

  20. Chapter and Conference Paper

    Involving End Users in Distributed Requirements Engineering

    Active involvement of end users in the development of interactive systems is both highly recommended and highly challenging. This is particularly true in settings where the requirements of a large number of ge...

    Steffen Lohmann, Jürgen Ziegler, Philipp Heim in Engineering Interactive Systems (2008)

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