Trading Data for Discounts: An Exploration of Unstructured Data Through Machine Learning in Wearable Technology

The development of computing sensor devices with the capability of tracking an individual’s activity changed the way we live and move. The data collected and generated from wearable technology provides implications to the user for leading a healthy, more active lifestyle; however, the potential data uses extend beyond the user. Significant opportunity exists in the insurance industry as it relates to discounting premiums. The purpose of this research was to provide insight as to whether insurance companies should consider offering discount on premiums for policyholders who use wearable technology to track their personal fitness by identifying and suggesting potential groups of consumers to target these discounts toward. Using the platform R, researchers collected and analyzed tweets about four leading wearable technology companies including Fitbit, Jawbone, Misfit, and Withings. Both unsupervised and supervised learning techniques were pursued during the study in the form of topic modeling and artificial intelligence. Through detailed analysis, researchers determined that companies may want to consider reducing premiums for wearable technology users who use the devices for weight loss, as it would benefit both policyholders and insurance companies

Software for Wearable Devices: Challenges and Opportunities

Wearable devices are a new form of mobile computer system that provides exclusive and user-personalized services. Wearable devices bring new issues and challenges to computer science and technology. This paper summarizes the development process and the categories of wearable devices. In addition, we present new key issues arising in aspects of wearable devices, including operating systems, database management system, network communication protocol, application development platform, privacy and security, energy consumption, human-computer interaction, software engineering, and big data.Comment: 6 pages, 1 figure, for Compsac 201

Scent By A Wireless Web

‘Scent Whisper’ is a jewellery project that provides a new way to send a scented message. The two pieces focus on a spider and the defence mechanism in bombardier beetles that squirt predators with a high-pressure jet of boiling liquid in a rapid-fire action. The devices involve microfluidics and wireless technology that link a remote sensor (a spider) with a fragrance-dispensing unit (a bombardier beetle) to create two items of jewellery that constitute the ‘wireless web’. A message is ‘scent by a wireless web’’ from a spider to a bombardier beetle brooch, that sprays a minute sample of fragrance. The purpose is to benefit human wellbeing, through olfaction stimulation of the autonomic nervous system, and as a novel communication system to send an aroma ‘message’ that could be healing (lavender), protective (insect repellent), seductive (pheromones) informative or communicative. The user whispers a secret message into a spider brooch, which transmits the message to a beetle brooch worn by an admirer. The spider’s sensor, implanted in its abdomen records the humidity of her breath and releases scent from the beetle onto a localized area, creating a personal ‘scent bubble’. About this conference: Wearable Futures was an interdisciplinary conference, aiming to bring together practitioners, inventors, and theorists in the field of soft technology and wearables including those concerned with fashion, textiles, sportswear, interaction design, media and live arts, medical textiles, wellness, perception and psychology, IPR, polymer science, nanotechnology, military, and other relevant research strands. Examining how some broad generic questions could be explored in relation to wearable technology the conference referred to but was not restricted to: aesthetics and design, function and durability versus market forces; the desires, needs and realities of wearable technologies; technology and culture; simplicity and sustainability; design for wearability; wearables as theatre and wearables as emotional 'tools'. Wearable Futures actively aimed to encourage debate, discussion and the formation of collaborative projects across a wide range of disciplines. Key fundamental questions across the conference in relation to wearables were: What is out there? Who wants it? What do they want? How is it achieved? Keynotes were drawn from the field of fashion and textiles through Suzanne Lee and Sarah E. Braddock Clarke; interactive design through Chris Baber; and design and computational arts through Joanna Berzowska. These diverse speakers provided an overview for the wide range of papers, poster and exhibits (over 60) presented in the panels and exhibition covering four broad themes drawn from strands taken from the initial call: Technology and Culture; Aesthetics and Making; Design for Wearability; and Desires, Need and Reality. The conference set out to highlight the growing arena for wearable technologies in an interdisciplinary context and also to look at the positive and negative applications of technology in this context. This was enhanced by the inclusion of an exhibition, supported by the Arts Council of Wales, which ensured that there was space for the rhetoric and the reality of the field to be discussed concurrently. Research within the Smart Clothes Wearable Technologies Group at University of Wales proposes the end-user as key to its practice and this conference reflected that in the approach to selection of papers and exhibits. The conference ensured that the full landscape of the field in 2005 was reflected through practitioners in design, art, craft, science, technology, cultural theory & performance, thus taking the subject beyond 80's and 90's research in which, for example, the work of Steve Mann and MIT put the individual researcher at the centre. Prototypes were an essential component to the conference and curated into the exhibition, which in 2005, in contrast to Mann, shows a focus on making the technology appear seamless rather than celebrating it through high visibility. One year on from Wearable Futures, research in the field seems to have expanded out into other areas of technology and practice with further conferences, applications and publications reflecting these developments. As 2010 becomes the present rather than the future (see Sarah E. Braddock Clarke and Marie OMahony, Tecnho Textiles: Revolutionary Fabrics for Fashion & Design, Thames and Hudson, 1997), what will the realities of wearables, smart materials and technology be in the next ten years? Wearable Futures generated a starting point for this area of debate; a key emerging strand being the focus on the body and its relationship to technology. Cyborg culture is being revisited but the concerns and relationship with the technology are different from the ones of 20 years ago. New materials evolving through Biotech and Nanoscience have the potential to supersede the machine and/or electronic driven devices, contributing to the design and creation of 'new flesh' or carrier of technology. These applications are being explored by creatives, academics and cultural theorists, whilst being applied to prototypes and industry with the end user in mind. Wearable Futures was a window on that changing role in 2005

Smart technology for healthcare: Exploring the antecedents of adoption intention of healthcare wearable technology

© The Author(s), 2019. Technological advancement and personalized health information has led to an increase in people using and responding to wearable technology in the last decade. These changes are often perceived to be beneficial, providing greater information and insights about health for users, organizations and healthcare and government. However, to date, understanding the antecedents of its adoption is limited. Seeking to address this gap, this cross-sectional study examined what factors influence users’ adoption intention of healthcare wearable technology. We used self-administrated online survey to explore adoption intentions of healthcare wearable devices in 171 adults residing in Hong Kong. We analyzed the data by Partial least squares – structural equation modelling (PLS-SEM). The results reveal that perceived convenience and perceived irreplaceability are key predictors of perceived useful ness, which in turn strengthens users’ adoption intention. Additionally, the results also reveal that health belief is one of the key predictors of adoption intention. This paper contributes to the extant literature by providing understanding of how to strengthen users’ intention to adopt healthcare wearable technology. This includes the strengthening of perceived convenience and perceived irreplaceability to enhance the perceived usefulness, incorporating the extensive communication in the area of healthcare messages, which is useful in strengthening consumers’ adoption intention in healthcare wearable technology

Wearable Computing for Health and Fitness: Exploring the Relationship between Data and Human Behaviour

Health and fitness wearable technology has recently advanced, making it easier for an individual to monitor their behaviours. Previously self generated data interacts with the user to motivate positive behaviour change, but issues arise when relating this to long term mention of wearable devices. Previous studies within this area are discussed. We also consider a new approach where data is used to support instead of motivate, through monitoring and logging to encourage reflection. Based on issues highlighted, we then make recommendations on the direction in which future work could be most beneficial

Human-activity-centered measurement system:challenges from laboratory to the real environment in assistive gait wearable robotics

Assistive gait wearable robots (AGWR) have shown a great advancement in developing intelligent devices to assist human in their activities of daily living (ADLs). The rapid technological advancement in sensory technology, actuators, materials and computational intelligence has sped up this development process towards more practical and smart AGWR. However, most assistive gait wearable robots are still confined to be controlled, assessed indoor and within laboratory environments, limiting any potential to provide a real assistance and rehabilitation required to humans in the real environments. The gait assessment parameters play an important role not only in evaluating the patient progress and assistive device performance but also in controlling smart self-adaptable AGWR in real-time. The self-adaptable wearable robots must interactively conform to the changing environments and between users to provide optimal functionality and comfort. This paper discusses the performance parameters, such as comfortability, safety, adaptability, and energy consumption, which are required for the development of an intelligent AGWR for outdoor environments. The challenges to measuring the parameters using current systems for data collection and analysis using vision capture and wearable sensors are presented and discussed

Ultra-Thin Chip Package (UTCP) and stretchable circuit technologies for wearable ECG system

A comfortable, wearable wireless ECG monitoring system is proposed. The device is realized using the combination of two proprietary advanced technologies for electronic packaging and interconnection : the UTCP (Ultra-Thin Chip Package) technology and the SMI (Stretchable Mould Interconnect) technology for elastic and stretchable circuits. Introduction of these technologies results in small fully functional devices, exhibiting a significant increase in user comfort compared to devices fabricated with more conventional packaging and interconnection technologies