• Publications
  • Influence
Trust in recommender systems
TLDR
In this paper we suggest that the traditional emphasis on user similarity may be overstated. Expand
  • 870
  • 62
  • PDF
TasteWeights: a visual interactive hybrid recommender system
TLDR
This paper presents an interactive hybrid recommendation system that generates item predictions from multiple social and semantic web resources, such as Wikipedia, Facebook, and Twitter, using hybrid techniques from traditional recommender system literature. Expand
  • 228
  • 18
  • PDF
Inspectability and control in social recommenders
TLDR
We performed an online user experiment (N=267) with a Facebook music recommender system that gives users control over the recommendations, and explains how they came about. Expand
  • 108
  • 9
  • PDF
Modeling topic specific credibility on twitter
TLDR
This paper presents and evaluates three computational models for recommending credible topic-specific information in Twitter. Expand
  • 87
  • 8
  • PDF
TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling
TLDR
We present TopicNets, a Web-based system for visual and interactive analysis of large sets of documents using statistical topic models. Expand
  • 149
  • 5
  • PDF
PeerChooser: visual interactive recommendation
TLDR
We present PeerChooser, a collaborative recommender system with an interactive graphical explanation interface. Expand
  • 118
  • 5
  • PDF
Credibility in Context: An Analysis of Feature Distributions in Twitter
TLDR
In this paper, we focus on an analysis that highlights the utility of the individual features in Twitter such as hash tags, retweets and mentions for predicting credibility. Expand
  • 91
  • 5
  • PDF
Moodplay: Interactive music recommendation based on Artists' mood similarity
TLDR
This paper introduces MoodPlay, an interactive music-artists recommender system which integrates content and mood-based filtering in a novel interface. Expand
  • 29
  • 5
  • PDF
Believe it or not? Analyzing information credibility in microblogs
TLDR
This paper identifies and evaluates key factors that influence credibility perception in microblogs. Expand
  • 20
  • 5
  • PDF
SmallWorlds: Visualizing Social Recommendations
TLDR
We present SmallWorlds, a visual interactive graph‐based interface that allows users to specify, refine and build item‐preference profiles in a variety of domains. Expand
  • 102
  • 4
  • PDF