• Title/Summary/Keyword: Personal Exercise System

Search Result 53, Processing Time 0.028 seconds

Exercise Recommendation System using Collaborative Filtering and Personal Propensity in R System (R에서 협업필터링과 개인화 요소를 이용한 개인 맞춤형 운동 추천 시스템)

  • Lee, Han-Na;Baeck, Su-Bin;Park, Doo-Soon
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2019.10a
    • /
    • pp.48-51
    • /
    • 2019
  • 최근 자기관리의 필요성이 증가하면서 자신이 만족하는 신체를 갖기 위해 다이어트를 하는 사람들이 많아졌다. 다이어트를 하는 데 여러 방법이 존재하지만 건강한 다이어트를 위해서는 운동이 필수적으로 겸해져야 한다. 그러나 많은 사람들이 자신의 체형에 적합한 운동을 찾는 데 어려움을 겪는다. 따라서 개인의 체형과 성향에 맞는 운동을 추천해 줄 수 있는 추천 시스템이 필요하다. 본 논문에서는 나이, 신장, 몸무게, 체지방률, 식습관과 같은 개인화 요소와 협업 필터링 방법을 R 시스템을 사용하여 사용자 맞춤형 운동을 추천하는 추천 시스템을 제안한다.

A Suggestion on Evaluating Personal Health State: Health Index (건강상태 평가를 위한 지수 개발: 헬스인덱스)

  • Moon, Dong-Ju;Lee, Sung-Il;Lee, Chong-Sun;Kim, Gyeong-Cheol;Kang, Hee-Jung;Yang, Yong-Ju
    • Journal of Biomedical Engineering Research
    • /
    • v.29 no.5
    • /
    • pp.400-407
    • /
    • 2008
  • A health index was proposed that evaluates personal health state from both measured physiological variables and survey questions. Four health indices were defined such as cardiovascular index, stress index, obesity index, and management index. The total health index was calculated by summing these four health indices. Physiological variables such as blood pressure, heart rate variability(HRV), accelerated photoplethysmograph(APG), and body fat percentage were non-invasively measured and a survey questionnaire that asks personal health state, exercise intensity, and food preference was developed. The suggested health index was applied to thirty eight persons including 30 patients and 8 normal persons with an average age of 51.8. The average health index was estimated to be 75.1 out of 100 points. Young age group(below 50) and men group showed higher health indices than the aged(over 50) and women groups. The correlation coefficient between the cardiovascular index and stress index was found to be 0.513, which means stress is related to cardiovascular health state. The correlation coefficient between the measurements and survey questions was 0.385 for the cardiovascular index. It was as low as 0.182 for the stress index. More case studies may improve correlations between measurements and survey questions, and then, the current health index system may develop as an effective tool to evaluate personal health state.

Development of a Home-Based Multimedia Tutoring System for Postpartum Depression Management (산모의 산후우울 간호관리를 위한 멀티미디어 재택관리 시스템 개발)

  • 배정이
    • Journal of Korean Academy of Nursing
    • /
    • v.29 no.1
    • /
    • pp.9-20
    • /
    • 1999
  • Postpartum depression is one of the most serious problems in maternal health because it affects not only the mother but also her family. Postpartum depression disturbs maternal -infant interaction and attachment. However, most postpartum depression patients ignore this problem and do not seek treatment. Thus this study in conducted to development of a Home-Based Multimedia Tutoring System for postpartum depression management. With this computerized system, mothers in the postpartum periods can check the level of postpartum depression using a personal computer. This system will go through each mother's data and screen those who have abnormal values. In addition this system includes intervention programs -education for nutrition, hygiene care, sleep, postpartum exercise, methods of relaxation, deep breathing, visualization, music therapy and family therapy-to relieve postpartum depression. Using this system, a mother who has a minor level of depression can manage it by herself. Computer language used in this study were html 3.2, OS used was Microsoftware NT Server 4.0, the graphic tool was Adobe Photoshop 4.0, and the Webpage tool was Notepade. The results of this study are show at internet “URL : http : //203.241.225.42/”. Finally, the author suggests that this system could be adequately applied to assessing postpartum depression and as a intervention strategy for mothers during the postpartum period. Further this study contributes to designing an appropriate postpartum depression prevention strategy.

  • PDF

Smart Phone based Personalized Menu Management System for Diabetes Patient (스마트 폰 기반의 당뇨병 환자를 위한 개인 맞춤형 식단 관리 시스템)

  • Lee, Young-Ho;Kim, Jong-Hun;Kim, Jae-Kwon;Min, Kyong-Pil;Jung, Eun-Young;Park, Dong-Kyun
    • The Journal of the Korea Contents Association
    • /
    • v.10 no.12
    • /
    • pp.1-9
    • /
    • 2010
  • Diabetes is a type of metabolic disease presented by high blood sugar and that leads to significantly decrease the quality of life causing various symptoms. It is essential to manage a systematic menu for preventing such diabetes even though there are some ways for it including diet, physical exercise, medicinal prescription, and so on. This study proposes a smart phone based personalized menu management system for achieving the systematic diabetes management. At the present time almost menu systems for diabetes patients are subjectively prescribed by dietitians or doctors and that does not reflect current situations and personal preferences. The system proposed in this study provides the menu for diabetes patients according to season, weather, time, and personal preferences. In particular, the recipe and personalized menu for patients can be provided without limiting any time and location based on smart phone services, and its menu can easily be changed or selected by the phone.

Development of a Simple Excel-Based Performance Rating Training Tool for Motion and Time Study (작업관리를 위한 엑셀 기반의 간이 수행도 평가 훈련 툴 개발)

  • Choi, Seong-Hoon
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.35 no.2
    • /
    • pp.16-20
    • /
    • 2012
  • The purpose of this thesis is to develop a performance rating training tool for the time and motion study. It is widely recognized that rating training tools based on films were made several decades ago and introduced to Korea. However, to the best of our knowledge, those films are not used for rating training in Korea any more. Furthermore, although rating is still important method for the efficient operational management study, it is briefly mentioned without any training or exercise. In this paper, we propose a simple rating training tool based on Excel with VBA. The mottoes of our development are the ease of acquisition and trainees' motivation. Test results show that trainees can obtain the concept of rating and the ability of accurate and consistent rating as they play a computer game sitting in front of the personal computer.

Support System for Authoring Personal Exercise Prescription (개인 맞춤 운동처방 저작 지원 시스템)

  • Yang, Nak-Yong;Cho, Hye-Won;Lee, Young-Koo
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2007.05a
    • /
    • pp.1481-1483
    • /
    • 2007
  • 최근 건강증진 및 치료를 위한 방법으로 운동이 주목을 받고 있다. 운동의 효과를 극대화하기 위하여 각각의 개인 특성에 맞는 맞춤형 운동처방이 요구된다. 그러나 현재 운동처방사의 부족과 운동처방을 위한 시스템의 부재로 많은 사람들은 운동의 효과를 정확하게 얻지 못하고 있다. 본 논문은 다양한 건강검진 데이터를 기초로 하여 여러 분야의 운동관련 자료들을 쉽고 빠르게 개인 맞춤 운동처방에 적용할 수 있도록 하여 운동처방 전문가가 양질의 운동처방을 적은 노력과 시간으로 작성할 수 있도록 도와주는 운동처방 저작을 위한 지원시스템을 제안한다.

RBAC-based health care service platform for individual recommended health information service (RBAC에 기반한 개인 맞춤형 건강 정보 제공 헬스케어 서비스 플랫폼)

  • Song, Je-Min;Kim, Myung-Sic;Jeong, Kyeong-Ja;Shin, Moon-Sun
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.15 no.3
    • /
    • pp.1740-1748
    • /
    • 2014
  • In this paper, we propose an RBAC based personalized health care service platform in order to provide smart management of personal health record using smart devices. It helps to guide healthful service and provide useful information according to one's individual health record. Personalized health care services platform supports a healthy lifestyle by measuring personal health information in a hospital clinical, imaging, and drug data, as well as that can be obtained from smart devices. Everyone can enter his health related data in everyday life such as food, sleeping time, mood, movement and exercise so that one can manage his personal health information of modern smart features. In addition, if necessary, personal health information can be provided to the hospital information system and staff with the consent of the individual. It can be contributed to simplify the complex process for remote medical. The proposed platform, which applies role based access control model to protect security and privacy, supports a smart health care services for users by providing personalized health care services through the smart applications.

Development of a Portable SpO2-based Biosignal Monitoring System (SpO2 기반 휴대형 생체 신호 모니터링 시스템 개발)

  • Lee, Hyung-Bong;Park, Sung-Wook;Chung, Tae-Yun
    • IEMEK Journal of Embedded Systems and Applications
    • /
    • v.8 no.5
    • /
    • pp.273-283
    • /
    • 2013
  • The traditional medical equipments are devices used by medical professionals but not used in public environment. Common people, however, require light-weight medical devices to make healthcare for themselves nowadays. Those medical devices are used to monitor personal health status such as blood pulse, blood pressure, diabetes. Also, some of them are operated in mobile environment called u-healthcare. This paper implements a portable healthcare system composed of $SpO_2$(Saturation of Partial Pressure Oxygen) sensors and a gateway for detecting hypoxemia during people's leasure activity such as climbing or hiking. The $SpO_2$ sensor is designed as watch style to support dynamic exercise and the gateway is designed as necklace style to support the elderly. The result of a performance evaluation shows that the performance of the $SpO_2$ sensor using reflection technology is not lower than that of a clairvoyant styled $SpO_2$ sensor.

Disease Prediction Index of Customized Nutrition And Exercise Management Services Based On Personal Genetic Information (개인유전자정보에 따른 맞춤형 영양 및 운동관리시스템의 질병 예측 인덱스)

  • Seo, Young-woo;Joo, Moon-il;Huh, Gyung Hye;Kim, Hee-cheol
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2017.10a
    • /
    • pp.602-604
    • /
    • 2017
  • As human life span has increased, people have wanted to live healthier desires. Especially Korea has rapidly entered an aging society, leading to the burden of medical expenses to the increase of disease accompanying aging. To alleviate the burden of medical expenses, prediction and prevention are important rather than treatment of diseases. It is possible to predict and prevent diseases by measuring individual genetic information. In order to utilize individual's genetic information Korea's genetic information is grasped through SNP (800 thousand) and GWAS optimized for the discovery of genetic factors of phenotype and disease of Koreans, The genetic information of each individual is analyzed in the genetic (constitutional) characteristics of the individual. In this thesis we develop a classification index so that we can classify populations of specific chronic diseases (obesity, diabetes or cardiovascular system). Try to develop health care services to manage custom diet and exercise associated with chronic illness.

  • PDF

A Legal and Systematic Study On Consumer Protection In Electronic Commerce (전자상거래에서의 소비자보호에 관한 법.제도적 연구)

  • Kwon, Sang-Ro
    • The Journal of the Korea Contents Association
    • /
    • v.9 no.12
    • /
    • pp.787-796
    • /
    • 2009
  • The electronic commerce keeps going through a tremendous growth since the latter half of 1990's. But the consumer damages are being increased from characteristics such as non-confrontation, anonymity, internationality, unilaterality and possibility of temptation. Accordingly, this thesis has derived legal and systematic improvements for consumer protection in general as follows. First of all, it is necessary to extend the period to exercise the subscription withdrawal rights according to electronic commerce consumer protection law. Second, the electronic commerce has high possibility of causing errors by consumers because it is performed by non-confrontation and the accurate information must be provided to prevent errors in advance because it is not easy for consumers to prove their own errors. Third, a certification mark system on electronic agreement has to be adopted. Fourth, the legal, systematic and technological measures have to be adopted to prevent from having a sense of fear toward leaking or using personal information through a safe personal information management. Fifth, a strict supervision on internet trust mark is required. Finally, because the intervention or interference by a third party may take place through a hacking on messages or documents sent according to procedure in terms of online settlement, it is necessary to raise security on the system through a precise authentication between concerned parties.