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Multimodal learning analytics data challenges

LAK 2016 This is a proposal for organizing a Multimodal Learning Analytics (MLA) data challenge as part of the workshop offering of the Learning Analytics and Knowledge (LAK) conference.

Personalized multimodal computer interfaces for the motor impaired

PervasiveHealth 2016 Severe motor disorders such as LIS and ALS are characterized by an inability to move or communicate effectively. Though it is essential to provide assistance to these groups, motor and cognitive function within these groups varies so widely that one static design cannot serve the group as a whole.

Analyzing social media to characterize local HIV at-risk populations

Wireless Health 2015 The number of new HIV infections per year in the U.S. has remained stable at 50,000 since the 1990's. To improve epidemic control, we need more public health tools that are aimed at decreasing HIV transmission.

Eyes on the clinic: accelerating meaningful interface analysis through unobtrusive eye tracking

PervasiveHealth 2015 Electronic medical records (EMRs) are changing the way physicians work and how medical staff care for patients. While their widespread adoption promise many benefits and computationally powerful features for end users, they may also carry with them other unintended and troubling consequences.

Promoting active aging with a paper-based SNS application

PervasiveHealth 2015 Social Networking Sites have become useful tools to strengthen communication with family and friends. Older adults, however, are often hesitant to use SNSs and are reluctant adopters of modern communication media.

Validating free-text order entry for a note-centric EHR

AMIA 2015 Electronic Health Records (EHRs) have increased the utility and portability of health information by storing it in structured formats. However, EHRs separate this structured data from the rich, free-text descriptions of clinical notes.

Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork

CHI 2014 In this paper, we describe how we developed an information display prototype for trauma resuscitation teams based on design ideas and feedback from clinicians.

Chroma: a wearable augmented-reality solution for color blindness

UbiComp 2014 Color blindness is a highly prevalent vision impairment that inhibits people's ability to understand colors.

Multimodal learning analytics data resources: Description of math data corpus and coded documents

ICMI 2014 This paper provides documentation on dataset resources for establishing a new research area called multimodal learning analytics (MMLA).

Audio-enhanced paper photos: encouraging social interaction at age 105

CSCW 2013 Photographs are powerful and pervasive media that facilitate communication and support reminiscence. Adding audio narrations to traditional paper photographs combines the familiarity of paper photos with the nuanced richness of voice.