NDLI: Towards online adaptation and personalization of key-target resizing for mobile devices

Please wait, while we are loading the content...

Probabilistic pointing target prediction via inverse optimal control

Style by demonstration: teaching interactive movement style to robots

An adaptive solution for intra-operative gesture-based human-machine interaction

Virtual stage linked with a physical miniature stage to support multiple users in planning theatrical productions

On slide-based contextual cues for presentation reuse

Modeling topic specific credibility on twitter

A visual programming language for designing interactions embedded in web-based geographic applications

Intelligent pairing assistant for air operation centers

Universal earphones: earphones with automatic side and shared use detection

Deducing parameters for personalizing maps from map interaction patterns

2nd workshop on location awareness for mixed and dual reality (LAMDa'12)

Towards online adaptation and personalization of key-target resizing for mobile devices

PhysicsBook: a sketch-based interface for animating physics diagrams

Unistroke gestures on multi-touch interaction: supporting flexible touches with key stroke extraction

Exploring passive user interaction for adaptive narratives

Collecting relevance feedback on titles and photographs in weblog posts

Summarizing sporting events using twitter

Automatic reverse engineering of interactive dynamic web applications to support adaptation across platforms

CAVIAR: a vibrotactile device for accessible reaching

A demo of a facial UI design approach for digital artists

Evaluating an organic interface for learning mathematics

1st international workshop on user modeling from social media

Multimodal interaction patterns in mobile local search

A learning support tool with clinical cases based on concept maps and medical entity recognition

Continuous recognition of one-handed and two-handed gestures using 3D full-body motion tracking sensors

Effective browsing and serendipitous discovery with an experience-infused browser

EPIC: a multi-tiered approach to enterprise email prioritization

Towards automatic functional test execution

Clustering web pages to facilitate revisitation on mobile devices

Simple, fast, and accurate clustering of data sequences

Generation Y interactions

3rd workshop on semantic models for adaptive interactive systems (SEMAIS): (SEMAIS)

In-vehicle driver recognition based on hand ECG signals

PedConnect: an intelligent assistant for teacher social networking

Studying user-defined iPad gestures for interaction in multi-display environment

Towards an intelligent reviewer's assistant: recommending topics to help users to write better product reviews

Finding someone in my social directory whom i do not fully remember or barely know

Lin-spiration: using a mixture of spiral and linear visualization layouts to explore time series

Out of the bubble: serendipitous even recommendations at an urban music festival

Interaction-based user interface redesign

Active forms for responsive environments

Developing intelligent user interfaces for e-accessibility and e-inclusion

Performance comparisons of phrase sets and presentation styles for text entry evaluations

Using intelligent natural user interfaces to support sales conversations

Are explanations always important?: a study of deployed, low-cost intelligent interactive systems

Image registration for text-gaze alignment

Explain-a-LOD: using linked open data for interpreting statistics

Using theories of intrinsic motivation to support ICT learning for the ageing population

2nd Workshop on context-awareness in retrieval and recommendation: (CaRR 2012)

Towards providing just-in-time vocabulary support for assistive and augmentative communication

A glove for tapping and discrete 1D/2D input

Music listening history explorer: an alternative approach for browsing music listening history habits

Smart interface for reshaping photos in 3D

Virtual marionette

Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs

Using overlays to support collaborative interaction with display walls

LogicPad: a pen-based application for visualization and verification of boolean algebra

RadSpeech's mobile dialogue system for radiologists

Eliciting evaluative comments from users in web 2.0 scenarios

Interactive uncertainty analysis

Airwriting: demonstrating mobile text input by 3D-space handwriting

Graph based user modeling

The quest for validated personality trait stories

Wheeling around with Wanteat: exploring mixed social networks in the gastronomy domain

An explanation-centric approach for personalizing intelligent agents

Audio cloud: creation and rendering

KMulE: a framework for user-based comparison of recommender algorithms

Design for reflection on health behavior change

Pointing at responsive objects outdoors

A prototype for interactive speech transcription balancing error and supervision effort

Managing implicit assumptions in natural language interfaces

Towards recognizing "cool": can end users help computer vision recognize subjective attributes of objects in images?

Seamless online/offline shopping experience design for in-store customers

Quantitative analysis and inference on gaze data using natural language processing techniques

Where do facebook intelligent lists come from?

icAuth: image-color based authentication system

Machine listening: acoustic interface with ART

A web-based user interface for interaction with hierarchically structured events

1F: one accessory feature design for gesture recognizers

PINTER: interactive storytelling with physiological input

Activity-aware recommendation for collaborative work in operating rooms

A flexible platform for developing context-aware 3D gesture-based interfaces

First demonstration of the intelligent reviewer's assistant

Collecting multimodal data in the wild

Towards online adaptation and personalization of key-target resizing for mobile devices

Content Provider	ACM Digital Library
Author	Chai, Joyce Baldwin, Tyler
Abstract	Software (soft) keyboards are becoming increasingly popular on mobile devices. To attempt to improve soft keyboard input accuracy, key-target resizing algorithms that dynamically change the size of each key's target area have been developed. Although methods that employ personalized touch models have been shown to outperform general models, previous work has relied upon laboratory-based offline calibration to collect the data necessary to build these models. Such approaches are unrealistic and interuptive, and it is unlikely that offline calibration can be applied in a realistic usage setting, as hundreds or thousands of touch points are necessary to build the models. To combat this problem, this paper explores the possibility of online adaptation of key-target resizing algorithms. In particular, we propose and examine three online data collection methods that can be used to build and dynamically update personalized key-target resizing models. Our results suggest that a data collection methodology that makes inference based on vocabulary and error correction behavior is able to perform on par with gold standard personalized models, while reducing relative error rate by 10.4% over general models. This approach is simple, computationally inexpensive, and calculable via information that the system already has access to. Additionally, we show that these models can be built quickly, requiring less than one week's worth of text input by an average mobile device user.
Starting Page	11
Ending Page	20
Page Count	10
File Format	PDF
ISBN	9781450310482
DOI	10.1145/2166966.2166969
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2012-02-14
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Personalization Key-target resizing Online adaptation
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in