Selection from alphabetic and numeric menu trees using a touch screen: breadth, depth, and width
CHI '85 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dasher—a data entry interface using continuous gestures and language models
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
More than dotting the i's --- foundations for crossing-based interfaces
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Hybrid Recommender Systems: Survey and Experiments
User Modeling and User-Adapted Interaction
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
VISCORS: A Visual-Content Recommender for the Mobile Web
IEEE Intelligent Systems
Incremental collaborative filtering for mobile devices
Proceedings of the 2005 ACM symposium on Applied computing
IEEE Transactions on Knowledge and Data Engineering
Inferring similarity between music objects with application to playlist generation
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Trust building with explanation interfaces
Proceedings of the 11th international conference on Intelligent user interfaces
When Media Gets Wise: collaborative filtering with mobile media agents
Proceedings of the 11th international conference on Intelligent user interfaces
Estimating Quality of Playlists by Sight
AXMEDIS '05 Proceedings of the First International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution
Automatic playlist generation based on tracking user's listening habits
Multimedia Tools and Applications
Shift: a technique for operating pen-based interfaces using touch
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Lucid touch: a see-through mobile device
Proceedings of the 20th annual ACM symposium on User interface software and technology
Effective explanations of recommendations: user-centered design
Proceedings of the 2007 ACM conference on Recommender systems
PeerChooser: visual interactive recommendation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Evaluation of automatic mobile playlist generator
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Long-term and session-specific user preferences in a mobile recommender system
Proceedings of the 13th international conference on Intelligent user interfaces
Exploring music collections on mobile devices
Proceedings of the 10th international conference on Human computer interaction with mobile devices and services
Tagsplanations: explaining recommendations using tags
Proceedings of the 14th international conference on Intelligent user interfaces
Mixing it up: recommending collections of items
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
From x-rays to silly putty via Uranus: serendipity and its role in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The adaptive web
picoTrans: an icon-driven user interface for machine translation on mobile devices
Proceedings of the 16th international conference on Intelligent user interfaces
Who needs interaction anyway: exploring mobile playlist creation from manual to automatic
Proceedings of the 16th international conference on Intelligent user interfaces
The songs of our past: working with listening histories
CHI '11 Extended Abstracts on Human Factors in Computing Systems
Rush: repeated recommendations in an automotive context
Proceedings of the 2nd international workshop on Multimodal interfaces for automotive applications
Moody mobile TV: adding emotion to personalized playlists
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
picoTrans: using pictures as input for machine translation on mobile devices
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
picoTrans: An intelligent icon-driven interface for cross-lingual communication
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special section on internet-scale human problem solving and regular papers
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We present rush as a recommendation-based interaction and visualization technique for repeated item selection from large data sets on mobile touch screen devices. Proposals and choices are intertwined in a continuous finger gesture navigating a two-dimensional canvas of recommended items. This provides users with more flexibility for the resulting selections. Our design is based on a formative user study regarding orientation and occlusion aspects. Subsequently, we implemented a version of rush for music playlist creation. In an experimental evaluation we compared different types of recommendations based on similarity, namely the top 5 most similar items, five random selections from the list of similar items and a hybrid version of the two. Participants had to create playlists using each condition. Our results show that top 5 was too restricting, while random and hybrid suggestions had comparable results.