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- invited-talkMarch 2017
Modern Touchscreen Keyboards as Intelligent User Interfaces: A Research Review
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 1–2https://doi.org/10.1145/3025171.3026367Essential to mobile communication, the touchscreen keyboard is the most ubiquitous intelligent user interface on modern mobile phones. Developing smarter, more efficient, easy to learn, and fun to use keyboards has presented many fascinating IUI ...
- invited-talkMarch 2017
Utilizing Human Cognitive and Emotional Factors for User-Centered Computing
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 191–192https://doi.org/10.1145/3025171.3026366Intelligent interactive systems should not ignore the individuality of the user. The "one-size-fits-all" approach, especially in user interaction, is not appropriate when user satisfaction and acceptability is a primary goal. Each user has unique human ...
- invited-talkMarch 2017
Interaction Design for Rehabiliation
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 375–376https://doi.org/10.1145/3025171.3026365Well-known trends pertaining to the aging of population and the rising costs of healthcare motivate the development of rehabilitation technology. There is a considerable body of work in this area including efforts to make serious games, virtual reality ...
- research-articleMarch 2017
Effect of Motion-Gesture Recognizer Error Pattern on User Workload and Behavior
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 439–449https://doi.org/10.1145/3025171.3025234Bi-level thresholding is a motion gesture recognition technique that mediates between false positives, and false negatives by using two threshold levels: a tighter threshold that limits false positives and recognition errors, and a looser threshold that ...
- research-articleMarch 2017
Cartograph: Unlocking Spatial Visualization Through Semantic Enhancement
- Shilad Sen,
- Anja Beth Swoap,
- Qisheng Li,
- Brooke Boatman,
- Ilse Dippenaar,
- Rebecca Gold,
- Monica Ngo,
- Sarah Pujol,
- Bret Jackson,
- Brent Hecht
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 179–190https://doi.org/10.1145/3025171.3025233This paper introduces Cartograph, a visualization system that harnesses the vast amount of world knowledge encoded within Wikipedia to create thematic maps of almost any data. Cartograph extends previous systems that visualize non-spatial data using ...
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- research-articleMarch 2017
I-SED: An Interactive Sound Event Detector
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 553–557https://doi.org/10.1145/3025171.3025231Tagging of sound events is essential in many research areas. However, finding sound events and labeling them within a long audio file is tedious and time-consuming. Building an automatic recognition system using machine learning techniques is often not ...
- research-articleMarch 2017
An Intelligent Interface for Organizing Online Opinions on Controversial Topics
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 119–123https://doi.org/10.1145/3025171.3025230An enormous amount of posts and comments are shared in online social forums, which often organize these online social opinions based on semantic contents. However, for controversial topics, people with different attitudes and stances often have very ...
- research-articleMarch 2017
Web Screen Reading Automation Assistance Using Semantic Abstraction
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 407–418https://doi.org/10.1145/3025171.3025229A screen reader's sequential press-and-listen interface makes for an unsatisfactory and often times painful web-browsing experience for blind people. To help alleviate this situation, we introduce Web Screen Reading Automation Assistant (SRAA) for ...
- research-articleMarch 2017
Intelligent Sensory Modality Selection for Electronic Supportive Devices
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 55–66https://doi.org/10.1145/3025171.3025228Humans operating in stressful environments, such as in military or emergency first-responder roles, are subject to high sensory input loads and must often switch their attention between different modalities. Conventional supportive devices that assist ...
- research-articleMarch 2017
Analyza: Exploring Data with Conversation
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 493–504https://doi.org/10.1145/3025171.3025227We describe Analyza, a system that helps lay users explore data. Analyza has been used within two large real world systems. The first is a question-and-answer feature in a spreadsheet product. The second provides convenient access to a revenue/inventory ...
- research-articleMarch 2017
Inline Co-Evolution between Users and Information Presentation for Data Exploration
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 215–219https://doi.org/10.1145/3025171.3025226This paper presents an intelligent user interface model dedicated to the exploration of complex databases. This model is implemented on a 3D metaphor: a virtual museum. In this metaphor, the database elements are embodied as museum objects. The objects ...
- research-articleMarch 2017
Topic-Relevance Map: Visualization for Improving Search Result Comprehension
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 611–622https://doi.org/10.1145/3025171.3025223We introduce topic-relevance map, an interactive search result visualization that assists rapid information comprehension across a large ranked set of results. The topic-relevance map visualizes a topical overview of the search result space as keywords ...
- research-articleMarch 2017
Eyes Understand the Sketch!: Gaze-Aided Stroke Grouping of Hand-Drawn Flowcharts
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 79–83https://doi.org/10.1145/3025171.3025220Stroke grouping in sketch recognition is both difficult and time-consuming. Our preliminary experiment indicates that, when people drawing flowcharts, their gaze focused on non-arrow areas, which providing a spatial cue for stroke grouping. Therefore, ...
- research-articleMarch 2017
User Trust Dynamics: An Investigation Driven by Differences in System Performance
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 307–317https://doi.org/10.1145/3025171.3025219Trust is a key factor affecting the way people rely on automated systems. On the other hand, system performance has comprehensive implications on a user's trust variations. This paper examines systems of varied levels of accuracy, in order to reveal the ...
- research-articleMarch 2017
Use of Haptic Feedback to Train Correct Application of Force in Endodontic Surgery
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 451–455https://doi.org/10.1145/3025171.3025217With the minute margins of error in endodontic surgery, training in manual dexterity and proper instrument handling are crucial components in the dental curriculum. Important parameters include tool path, tool angulation, and force applied. In this work,...
- research-articleMarch 2017
DyFAV: Dynamic Feature Selection and Voting for Real-time Recognition of Fingerspelled Alphabet using Wearables
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 457–467https://doi.org/10.1145/3025171.3025216Recent research has shown that reliable recognition of sign language words and phrases using user-friendly and non-invasive armbands is feasible and desirable. This work provides an analysis and implementation of including fingerspelling recognition (FR)...
- research-articleMarch 2017
CarNote: Reducing Misunderstanding between Drivers by Digital Augmentation
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 85–94https://doi.org/10.1145/3025171.3025214The road environment can be seen as a social situation: Drivers need to coordinate with each other to share the infrastructure. In addition to the driving behaviour itself, lights, horn and speed are the most frequently used means to exchange ...
- research-articleMarch 2017
CogniLearn: A Deep Learning-based Interface for Cognitive Behavior Assessment
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 577–587https://doi.org/10.1145/3025171.3025213This paper proposes a novel system for assessing physical exercises specifically designed for cognitive behavior monitoring. The proposed system provides decision support to experts for helping with early childhood development. Our work is based on the ...
- research-articleMarch 2017
Don't Just Swipe Left, Tell Me Why: Enhancing Gesture-based Feedback with Reason Bins
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 469–480https://doi.org/10.1145/3025171.3025212Despite several advances in information retrieval systems and user interfaces, the specification of queries over text-based document collections remains a challenging problem. Query specification with keywords is a popular solution. However, given the ...
- research-articleMarch 2017
BoostFM: Boosted Factorization Machines for Top-N Feature-based Recommendation
IUI '17: Proceedings of the 22nd International Conference on Intelligent User InterfacesPages 45–54https://doi.org/10.1145/3025171.3025211Feature-based matrix factorization techniques such as Factorization Machines (FM) have been proven to achieve impressive accuracy for the rating prediction task. However, most common recommendation scenarios are formulated as a top-N item ranking ...