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  1. Transactions on Interactive Intelligent Systems (TiiS)
  2. ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 6
  3. Issue 2(Regular Articles, Special Issue on Highlights of IUI 2015 (Part 2 of 2) and Special Issue on Highlights of ICMI 2014 (Part 1 of 2)), August 2016
  4. Beyond the Touchscreen: An Exploration of Extending Interactions on Commodity Smartphones
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ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 7
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 6
Issue 4(Special Issue on Human Interaction with Artificial Advice Givers), December 2016
Issue 3(Regular Articles and Special Issue on Highlights of ICMI 2014 (Part 2 of 2)), October 2016
Issue 2(Regular Articles, Special Issue on Highlights of IUI 2015 (Part 2 of 2) and Special Issue on Highlights of ICMI 2014 (Part 1 of 2)), August 2016
Transfer Learning for Semisupervised Collaborative Recommendation
Agents Vs. Users: Visual Recommendation of Research Talks with Multiple Dimension of Relevance
The Effects of Interpersonal Attitude of a Group of Agents on User’s Presence and Proxemics Behavior
A Dynamic Pen-Based Interface for Writing and Editing Complex Mathematical Expressions With Math Boxes
The Stability and Usability of Statistical Topic Models
Minimal Interaction Content Discovery in Recommender Systems
Beyond the Touchscreen: An Exploration of Extending Interactions on Commodity Smartphones
Using Video to Automatically Detect Learner Affect in Computer-Enabled Classrooms
Teaching Social Communication Skills Through Human-Agent Interaction
Automatic Analysis of Naturalistic Hand-Over-Face Gestures
Using Respiration to Predict Who Will Speak Next and When in Multiparty Meetings
Issue 1(Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2), Regular Articles and Special Issue on Highlights of IUI 2015 (Part 1 of 2)), May 2016
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 5
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 4
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 3
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 2
ACM Transactions on Interactive Intelligent Systems (TiiS) : Volume 1

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Beyond the Touchscreen: An Exploration of Extending Interactions on Commodity Smartphones

Content Provider ACM Digital Library
Author Southern, Caleb Zhang, Cheng Arriaga, Rosa I. Abowd, Gregory D. Li, Yang Guo, Anhong Zhang, Dingtian
Copyright Year 2016
Abstract Most smartphones today have a rich set of sensors that could be used to infer input (e.g., accelerometer, gyroscope, microphone); however, the primary mode of interaction is still limited to the front-facing touchscreen and several physical buttons on the case. To investigate the potential opportunities for interactions supported by built-in sensors, we present the implementation and evaluation of BeyondTouch, a family of interactions to extend and enrich the input experience of a smartphone. Using only existing sensing capabilities on a commodity smartphone, we offer the user a wide variety of additional inputs on the case and the surface adjacent to the smartphone. Although most of these interactions are implemented with machine learning methods, compact and robust rule-based detection methods can also be applied for recognizing some interactions by analyzing physical characteristics of tapping events on the phone. This article is an extended version of Zhang et al. [2015], which solely covered gestures implemented by machine learning methods. We extended our previous work by adding gestures implemented with rule-based methods, which works well with different users across devices without collecting any training data. We outline the implementation of both machine learning and rule-based methods for these interaction techniques and demonstrate empirical evidence of their effectiveness and usability. We also discuss the practicality of BeyondTouch for a variety of application scenarios and compare the two different implementation methods.
Starting Page 1
Ending Page 23
Page Count 23
File Format PDF
ISSN 21606455
e-ISSN 21606463
DOI 10.1145/2954003
Volume Number 6
Issue Number 2
Journal ACM Transactions on Interactive Intelligent Systems (TiiS)
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-08-03
Publisher Place New York
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Mobile interactions Inertial sensors Machine learning Microphone Rule-based method Smartphones
Content Type Text
Resource Type Article
Subject Artificial Intelligence Human-Computer Interaction
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