Publications about Recommender Systems

To appear

Published in 2018

Impact of Item Consumption on Assessment of Recommendations in User Studies

Designing Interactive Visualizations of Personalized Review Data for a Hotel Recommender System

Recommending Running Routes: Framework and Demonstrator

Understanding Latent Factors Using a GWAP

Ein Online-Spiel zur Benennung latenter Faktoren in Empfehlungssystemen

Argumentation-based explanations in recommender systems: Conceptual framework and empirical results

New Insights Towards Developing Recommender Systems

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

Explaining Recommendations by Means of User Reviews

Negotiation and Reconciliation of Preferences in a Group Recommender System

Published in 2017

User Control in Recommender Systems: Overview and Interaction Challenges

Towards Health (Aware) Recommender Systems

Towards a Design Space for Personalizing the Presentation of Recommendations

Sequential User-based Recurrent Neural Network Recommendations

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

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

User Model Dimensions for Personalizing the Presentation of Recommendations

Enhancing an Interactive Recommendation System with Review-based Information Filtering

On User Awareness in Model-Based Collaborative Filtering Systems

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

Published in 2016

Hootle+: A Group Recommender System Supporting Preference Negotiation

Increasing the Trustworthiness of Recommendations by Exploiting Social Media Sources

Interactive Recommending: Framework, State of Research and Future Challenges

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

Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control

Supporting users in setting effective goals in activity tracking

Published in 2015

Preference Elicitation and Negotiation in a Group Recommender System

Merging Latent Factors and Tags to Increase Interactive Control of Recommendations

3D-Visualisierung zur Eingabe von Präferenzen in Empfehlungssystemen

Blended Recommending: Integrating Interactive Information Filtering and Algorithmic Recommender Techniques

Published in 2014

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

MyMovieMixer: Ein hybrider Recommender mit visuellem Bedienkonzept

Choice-based Preference Elicitation for Collaborative Filtering Recommender Systems

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

Published in 2013

Agent-based Computational Investing Recommender System

Semi-automatic generation of recommendation processes and their GUIs

Interaktive Empfehlungsgenerierung mit Hilfe latenter Produktfaktoren

A Context-Aware Shopping Portal Based on Semantic Models

Published in 2012

Service-Based Recommendations for Context-Aware Navigation Support

Published in 2011

Published in 2010

Wahrnehmung und Akzeptanz von systemgenerierten Produktempfehlungen

Kontextabhängige Empfehlung von Services zur intelligenten Navigationsunterstützung

Hybride, kontext-sensitive Generierung von Produktempfehlungen

Explanation of spreading activation based recommendations

Context-aware Recommendations

A framework and an architecture for context-aware group recommendations

Published in 2009

Context-aware Recommendations on Rails

Published in 2008

Adapting web sites by spreading activation in ontologies

Published in 2007

Context-adaption based on ontologies and spreading activation

Published in 2006