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Article
Open AccessA large-scale multivariate soccer athlete health, performance, and position monitoring dataset
Data analysis for athletic performance optimization and injury prevention is of tremendous interest to sports teams and the scientific community. However, sports data are often sparse and hard to obtain due to...
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Article
Open AccessFoundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
Generative Artificial Intelligence is set to revolutionize healthcare delivery by transforming traditional patient care into a more personalized, efficient, and proactive process. Chatbots, serving as interact...
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Chapter and Conference Paper
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset
Nowadays, most people have a smartphone that can track their everyday activities. Furthermore, a significant number of people wear advanced smartwatches to track several vital biomarkers in addition to activit...
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Chapter and Conference Paper
Towards Deep Personal Lifestyle Models Using Multimodal N-of-1 Data
The rise of wearable technology has enabled users to collect data about food, exercise, sleep, bio-markers, and other lifestyle parameters continuously and almost unobtrusively. However, there is untapped pote...
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Chapter and Conference Paper
Event Mining Driven Context-Aware Personal Food Preference Modelling
A personal food model (PFM) is essential for high-quality food recommendation systems to enhance health and enjoyment. We can build such models using food logging platforms that capture the users’ food events....
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Article
Open AccessRespiration rate and volume measurements using wearable strain sensors
Current methods for continuous respiration monitoring such as respiratory inductive or optoelectronic plethysmography are limited to clinical or research settings; most wearable systems reported only measures ...
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Reference Work Entry In depth
Multimedia Databases
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Reference Work Entry In depth
Multimedia Data
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Article
Guest editorial: mobile visual tagging with mobile context
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Chapter and Conference Paper
Pocket Dietitian: Automated Healthy Dish Recommendations by Location
A root cause of chronic disease is a lack of timely informed decision power in everyday lifestyle choices, such as in diets. Users are unable to clearly delineate and demand healthy food in a quantitative mann...
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Chapter and Conference Paper
Discovering Context to Prune Large and Complex Search Spaces
Specifying the search space is an important step in designing multimedia annotation systems. With the large amount of data available from sensors and web services, context-aware approaches for pruning search s...
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Book
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Chapter
Understanding and Using Situations
In this chapter we discuss the notion of “situations” as broadly understood across different research fields and then provide an operational definition for it.
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Chapter
Overall Framework for Situation Recognition: Overview
This chapter outlines the workflow for modeling and building situation-aware applications using the framework. It discusses the design features of the framework and gives an overview of each component rather t...
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Chapter
Using EventShop
In addition to the back-end stream processing engine, EventShop provides a front-end user-friendly GUI (graphical user interface) including all spatiotemporal analysis operators mentioned in the previous chapt...
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Living Reference Work Entry In depth
Multimedia Data
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Chapter
Introduction
With the growth trends in social media, multimodal mobile sensing, and location driven sensing, increasingly larger parts of human life and related environmental attributes are getting digitized and becoming a...
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Chapter
Related Work on Situation Recognition
The proposed work lies at the intersection of multiple active research areas. Here we discuss the related work in context of the problems studied. We first survey the related areas which tackle situation-relat...
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Chapter
Situation Modeling
Situation modeling is the process of conceptually defining what constitutes an actionable situation in the application designer’s domain. It allows the designer to externalize what she means by a specific situ...
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Chapter
EventShop: System Architecture
Based on the framework, we have developed a web-based platform called EventShop (http://auge.ics.uci.edu/eventshop/ ) that provides an easy way for different users...
