• Title/Summary/Keyword: Quantified Self

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State-of-the-Art on Quantified Self Technology Based on Wearable Sensing (웨어러블 센싱 기반의 Quantified Self 기술동향)

  • Park, J.S.;Lim, J.M.;Jeong, H.T.
    • Electronics and Telecommunications Trends
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    • v.30 no.4
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    • pp.1-11
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    • 2015
  • Quantified Self란 개인의 일상활동에서 신체적 정신적 상태를 센싱 및 트래킹하여 이를 수치화함으로써 자신의 상태를 분석하고 삶의 질을 개선하기 위한 방법을 연구하여 실생활에 적용하는 활동을 의미한다. 이는 최근 헬스와 피트니스에 활용 가능한 개인 센서 및 웨어러블 기기의 급속한 보급과 다양한 개인 정보 트래킹 기기의 출현으로 개인의 일상경험을 모니터링하고, 생성되는 정보를 수집, 통합 분석을 통해 새로운 개인화 서비스를 제공하기 위한 기술개발 이슈로 주목받고 있다. Quantified Self 데이터는 초기의 수작업으로 트래킹하여 수집한 소량의 관리 가능한 데이터 세트에서 점차 대용량의 Quantified Self 빅데이터 세트로 크기가 증가하고 있으며, 개인정보의 통합분석을 위한 빅데이터 모델과 자동적인 셀프-트래킹 플랫폼으로서의 웨어러블 컴퓨터 기술과 응용의 기대치를 증가시키고 있다. 본고에서는 Quantified Self 정의와 기술 및 서비스 동향에 대해 살펴보고, 웨어러블 센싱 기반 트래킹 기기의 개발사례와 Quantified Self의 주요이슈와 미래전망에 대해 조망해 본다.

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Sustaining the Use of Quantified-Self Technology: A Theoretical Extension and Empirical Test

  • Ayoung Suh
    • Asia pacific journal of information systems
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    • v.28 no.2
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    • pp.114-132
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    • 2018
  • Quantified-self technologies (QSTs) provide functions for users to collect, track, and monitor personal data for self-reflection and acquisition of self-knowledge. Although QSTs require prolonged use to reap the attendant benefits, many users stop using their devices or tracking within weeks or months. To address this issue, this study seeks to determine ways to sustain the use of QSTs. Combining motivational affordance theory with technology continuance theory, this study develops a theoretical model that accounts for an individual's continued intention to use a QST. Within the proposed model, unique QST affordances were identified as antecedents of individual motivation in relation to technology continuance, and their different roles in stimulating hedonic, utilitarian, and eudaimonic motivations were examined. The model was tested using data collected from 180 QST users. Results demonstrate that although utilitarian and eudaimonic motivations are complementary forces in determining continuance intention, hedonic motivation loses its predictive power in favor of eudaimonic motivation. Tracking, visualizing, and sharing affordances play different roles in elevating user motivations. The sharing affordance does not influence utilitarian and eudaimonic motivations, but it positively influences hedonic motivation. This research contributes to the literature on technology continuance by shifting scholarly attention from hedonic-utilitarian duality to eudaimonic motivation, characterized by meaning, self-growth, and pursuit of excellence.

Quantified Lockscreen: Integration of Personalized Facial Expression Detection and Mobile Lockscreen application for Emotion Mining and Quantified Self (Quantified Lockscreen: 감정 마이닝과 자기정량화를 위한 개인화된 표정인식 및 모바일 잠금화면 통합 어플리케이션)

  • Kim, Sung Sil;Park, Junsoo;Woo, Woontack
    • Journal of KIISE
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    • v.42 no.11
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    • pp.1459-1466
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    • 2015
  • Lockscreen is one of the most frequently encountered interfaces by smartphone users. Although users perform unlocking actions every day, there are no benefits in using lockscreens apart from security and authentication purposes. In this paper, we replace the traditional lockscreen with an application that analyzes facial expressions in order to collect facial expression data and provide real-time feedback to users. To evaluate this concept, we have implemented Quantified Lockscreen application, supporting the following contributions of this paper: 1) an unobtrusive interface for collecting facial expression data and evaluating emotional patterns, 2) an improvement in accuracy of facial expression detection through a personalized machine learning process, and 3) an enhancement of the validity of emotion data through bidirectional, multi-channel and multi-input methodology.

Study on Wearable Health Care Devices Function Using Quantified Self - Focusing on Cardio-cerebrovascular Disease - (수치화 된 자아를 활용한 헬스케어 웨어러블 디바이스 기능 분석 - 심뇌혈관 질환 중심으로 -)

  • Lee, Ye Rim;Jung, Jung Ho
    • Design Convergence Study
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    • v.16 no.5
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    • pp.1-20
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    • 2017
  • Cardio-cerebrovascular disease is one of the chronic diseases that often attack people in Korea, and in fact, it ranks second in terms of death rate. This disease can be prevented by improving lifestyle, usual health care is important. But, in Korea most of the prevention or management programs adopt passive methods like using guide books or giving lectures, so it is not very effective in preventing the disease. Presently, the smart health care market is being developed in Korea and overseas. As an example, quantified self is being spread through wearable devices which are intended to measure each individual's health conditions and quantify body data into numbers for bettering habits. Accordingly, this author will explore and discuss wearable health care devices so as to prevent and manage cardio-cerebrovascular disease in a more active way. First, this study has classified wearable health care devices presently commercialized or related with cardio-cerebrovascular disease into wrist, clothes, or attaching types by the way of their attachment and analyzed them. After that, summing that up, this author performed cross-tabulations with other ways of preventing cardio-cerebrovascular disease. This will contribute to improving one's health care behavior about disease more actively and also work as an active interdisciplinary mechanism in research dealing with how to prevent disease afterwards.

What is the gold standard of the dental anxiety scale?

  • Seong In Chi
    • Journal of Dental Anesthesia and Pain Medicine
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    • v.23 no.4
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    • pp.193-212
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    • 2023
  • It is important to understand patients' anxiety and fear about dental treatment. A patient's anxiety can be quantified through a self-report questionnaire, and many related scales have been developed. In this review, I tried to find out which scale is most suitable for the patient's dental anxiety and fear evaluation by examining the contents of previously developed scales and comparing the strengths and weaknesses of each scale.

Effects of Design Parameters on the Ergonomic Quality of a Self-Closing Drawer (자동귀환 서랍의 감성품질에 대한 설계인자 영향 분석)

  • Seo, Man Cheol;Kim, Kwon Hee
    • Journal of the Korean Society for Precision Engineering
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    • v.33 no.8
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    • pp.655-660
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    • 2016
  • Self-closing drawers are used in high-end products, such as furniture, home appliances, and a range of other storage devices. In this study, a self-closing mechanism is proposed. A system consisting of a friction latch, constant force spring, rotary damper with rack, and pinion is developed. The retracting drawer can be latched at any position and can be reactivated by simple touch. The constant force spring and rotary damper offer smooth closing action. The ergonomic quality of the closing action is quantified by an index based on velocity-time behavior. The effects of various design parameters are analyzed with a dynamics model and experimentally validated by prototype testing.

INVESTIGATION OF SKIN TYPES BASED ON THE STRATUM CORNEUM LIPID LEVELS

  • Hikima, R.;Ohta, M.;Arai, S.
    • Proceedings of the SCSK Conference
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    • 1999.10a
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    • pp.132-132
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    • 1999
  • In the cosmetics field, facial skins have been classified into four types according to self estimation as well as physiological parameters. The aim of this study is to understand skin condition in the levels and composition of stratum corneum (SC) lipids, and to propose new classification for skin types. We assessed the relationship between the SC lipid composition and the self-estimated skin types or physiological parameters of the skin. Sensitive skin has been of great concern over the last decades, and it should be recognized as a skin type. Therefore, we also investigated the influence of the SC lipid composition on variations of sensitivity evaluated by the Stinging Test. Fifty-five healthy Japanese women aged 22-44 participated in this study. Skin biopsies were taken from facial skin using polyethylene sheet with cyanoacrylate. SC lipids were extracted and separated into individual lipid classes. The combined ceramides and cholesterol were quantified by HPTLC. Free fatty acid was quantified according to the ACS-ACOD method. Instrumental measurements were made at the site around the biopsy. In addition, the Stinging Test and a sensory evaluation questionnaire were administered to all subjects. The generally recognized O-D skin type classification is dependent on the consumer`s subjective assessment with respect to their skin troubles. The product of hydration state and skin surface lipid level showed a significant correlation with self-estimated skin types. The oily-dry skin type classified according to physiological parameters as well as SC lipid levels should be characterized as delicate skin with its barrier function deteriorating in the winter. Two groups of sensitive skin were established. One is the barrier function of the skin is deteriorated, and another is the sebaceous gland activity is in decline.

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Design of Advanced Self-Organizing Fuzzy Polynomial Neural Networks Based on FPN by Evolutionary Algorithms (진화론적 알고리즘에 의한 퍼지 다항식 뉴론 기반 고급 자기구성 퍼지 다항식 뉴럴 네트워크 구조 설계)

  • Park, Ho-Sung;Oh, Sung-Kwun;Ahn, Tea-Chon
    • Proceedings of the KIEE Conference
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    • 2005.10b
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    • pp.322-324
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    • 2005
  • In this paper, we introduce the advanced Self-Organizing Fuzzy Polynomial Neural Network based on optimized FPN by evolutionary algorithm and discuss its comprehensive design methodology involving mechanisms of genetic optimization, especially genetic algorithms (GAs). The proposed model gives rise to a structurally and parametrically optimized network through an optimal parameters design available within Fuzzy Polynomial Neuron(FPN) by means of GA. Through the consecutive process of such structural and parametric optimization, an optimized and flexible the proposed model is generated in a dynamic fashion. The performance of the proposed model is quantified through experimentation that exploits standard data already used in fuzzy modeling. These results reveal superiority of the proposed networks over the existing fuzzy and neural models.

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Evaluation of self-heating propensity and its relation with fuel properties of various coals (다양한 탄종별 자체발열 특성과 물성의 비교 분석)

  • Kim, Jungsoo;Lee, Yongwoon;Im, Hyeon Soo;Park, Hoyoung;Ryu, Changkook
    • 한국연소학회:학술대회논문집
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    • 2013.06a
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    • pp.83-85
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    • 2013
  • With an increase in the use of low rank coals in power plants, various operational issues were raised in the fuel storage and supply, combustion, boiler and flue gas treatment systems. In the fuel storage and supply system, the main issue is the self-heating propensity of low rank coals leading to spontaneous combustion in yard storage, transport and pulverization. This study evaluated the reactivity of various sub-bituminous and bituminous coals with oxygen at low temperatures by analyzing the temperature increase characteristics of coals under a constant flow rate of oxygen supply. The results were quantified to a self-heating index and the relation with the fuel properties were evaluated.

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The Differences between the Image of Scientists and Self-Image in Terms of Sex-Role and Their Relationships with Science-Related Attitudes (성역할의 관점에서 조사한 과학자와 자선에 대한 이미지의 격차 및 과학 관련 태도와의 관계생 조사)

  • Noh, Tae-Hee;Choi, Yong-Nam
    • Journal of The Korean Association For Science Education
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    • v.16 no.3
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    • pp.286-294
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    • 1996
  • In this study, the image of scientists and the self-image in terms of stereotypical masculine and feminine characteristics were investigated for 562 primary and secondary school students. The perceived differences between the image of scientists and the self-image were quantified and compared across grade levels and gender. Their relationships with science-related attitudes were also studied. The results indicated that students hold more masculine characteristics in the image of scientists and more feminine characteristics in the self-image. The perceived differences between the image of scientists and the self-image were greater for female students than male students. Female students also had more negative attitudes than male students on Career Interest in Science and Enjoyment of Science Lesson of the Test of Science-Related Attitudes. It was found that the differences between the perceived images were negatively correlated with science-related attitudes. Although the relationships were found to be statistically significant, the magnitudes were relatively small. Educational implications are discussed.

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