• Title/Summary/Keyword: personal approach

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Unconscious Personal Recognition Method using Personal Footprint (발자국 정보를 이용한 무의식적 개인 식별 방법)

  • 정진우;김대진;박광현;변증남
    • Proceedings of the IEEK Conference
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    • 2002.06e
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    • pp.137-140
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    • 2002
  • We introduce a personal identification method which can find user's ID without any help of the user. To do this, there has been two approaches, vision-based and pressure-based. Pressure-based approach has some advantages compared than vision-based one in the aspects of illumination, occlusion, and the amount of data. In the previous study about pressure-based personal identification, there are some restrictions about human body posture for extracting normalized footprints. Since this approach cannot be extended unconscious and continuos identification, we suppose more natural method and verified it by experiments.

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An interpretable machine learning approach for forecasting personal heat strain considering the cumulative effect of heat exposure

  • Seo, Seungwon;Choi, Yujin;Koo, Choongwan
    • Korean Journal of Construction Engineering and Management
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    • v.24 no.6
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    • pp.81-90
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    • 2023
  • Climate change has resulted in increased frequency and intensity of heat waves, which poses a significant threat to the health and safety of construction workers, particularly those engaged in labor-intensive and heat-stress vulnerable working environments. To address this challenge, this study aimed to propose an interpretable machine learning approach for forecasting personal heat strain by considering the cumulative effect of heat exposure as a situational variable, which has not been taken into account in the existing approach. As a result, the proposed model, which incorporated the cumulative working time along with environmental and personal variables, was found to have superior forecast performance and explanatory power. Specifically, the proposed Multi-Layer Perceptron (MLP) model achieved a Mean Absolute Error (MAE) of 0.034 (℃) and an R-squared of 99.3% (0.933). Feature importance analysis revealed that the cumulative working time, as a situational variable, had the most significant impact on personal heat strain. These findings highlight the importance of systematic management of personal heat strain at construction sites by comprehensively considering the cumulative working time as a situational variable as well as environmental and personal variables. This study provided a valuable contribution to the construction industry by offering a reliable and accurate heat strain forecasting model, enhancing the health and safety of construction workers.

A Theoretical Study on Family-Friendly Management - Dual Agenda Approach - (이중의제접근을 통한 가족친화경영)

  • Lee, Ju-Yeon;Choe, Sok-Ho
    • Journal of Family Resource Management and Policy Review
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    • v.14 no.3
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    • pp.15-36
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    • 2010
  • The purpose of this study is to review previous domestic and foreign studies and to investigate personal work-life harmonization through theoretical research on familyfriendly management using a dual agenda approach. The authors briefly identified trends and critically reviewed domestic researches on family-friendly management and foreign studies of scholars that overcame the limitations of domestic studies to present a foundation for work-life harmonization through a dual agenda approach. As a result, the existing family-friendly management was found to be compatible with work and family but was not effective in developing personal careers. The workers who actively accepted family-friendly management as part of their work-life balance were mostly female laborers who were employed part-time, had lower academic education, earned lower wages and, in general, were non-professional workers without specific skills or career aspirations. The remainder of the workers, full-time male employees, with higher education and with professional knowledge and skills, inevitably worked longer, more labor-intensive hours, due to the advent of the dual agenda approach. A new work-life harmonization program is urgently needed not only for family-friendliness but also for healthy organizations, individual career development and personal wellbeing.

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A STUDY ON THE INTEGRATED APPROACH FOR CHARACTER EDUCATION IN MATHEMATICS EDUCATION

  • CHUNGHYUN YU
    • Journal of Applied and Pure Mathematics
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    • v.5 no.1_2
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    • pp.55-68
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    • 2023
  • Character education is an important educational purpose in the current situation of secondary mathematics education. In the current mathematics curriculum, character education is mentioned in terms of core competencies. However, it is very difficult to concretely practice character education in secondary mathematics education. This paper examines the theoretical background of character education in the tradition of mathematics education, and suggests that mathematics is regarded as a practical tradition by the nature of mathematics from a value-intrinsic perspective. In this respect, mathematics education is defined as an intrinsic and nurturing character through long history of practice. This paper searched for an integrated approach to practicing character education in of secondary mathematics education, and argued that the teacher's personal approach including the class model approach of the human factors by an example of the exponential law aman = am+n and the value-oriented activities according to the nature of the mathematics was the core.

Development of Personal Mobility Safety Assistants using Object Detection based on Deep Learning (딥러닝 기반 객체 인식을 활용한 퍼스널 모빌리티 안전 보조 시스템 개발)

  • Kwak, Hyeon-Seo;Kim, Min-Young;Jeon, Ji-Yong;Jeong, Eun-Hye;Kim, Ju-Yeop;Hyeon, So-Dam;Jeong, Jin-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.3
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    • pp.486-489
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    • 2021
  • Recently, the demand for the use of personal mobility vehicles, such as an electric kickboard, is increasing explosively because of its high portability and usability. However, the number of traffic accidents caused by personal mobility vehicles has also increased rapidly in recent years. To address the issues regarding the driver's safety, we propose a novel approach that can monitor context information around personal mobility vehicles using deep learning-based object detection and smartphone captured videos. In the proposed framework, a smartphone is attached to a personal mobility device and a front or rear view is recorded to detect an approaching object that may affect the driver's safety. Through the detection results using YOLOv5 model, we report the preliminary results and validated the feasibility of the proposed approach.

Finding factors for resilience using a strength-based approach: Refugees and asylum seekers coping with life adversities

  • Yoon, Myeongsook;Fisseha, Israel
    • International Journal of Advanced Culture Technology
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    • v.7 no.4
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    • pp.145-155
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    • 2019
  • The strength or resilience of refugees is a less emphasized area as the discourse in refugee mental health study mainly weighs on pathologizing the effects of refugee experiences. Within the lenses of strength and resilience, this study explored how refugees and asylum seekers, who experienced violence and loss, coped with trauma and hardship in their newly established lives in South Korea. In this study we analyzed survey data collected from 100 participants (55 asylum seekers and 45 refugees) through open-ended questions. We analyzed narratives for both content and form and provided evidence for factors that reflect coping strategies used by participants to overcome their life adversities. The findings gave rise to; (a) character traits like strong religiosity, personal determination, patience to forbear, hopefulness, and peaceful acceptance of current circumstance; (b) relationships, in the sense of meaningful strong bonds within family members and the instinctive personal resourcefulness to utilize support resources within and outside of their communities; (c) learned skills after migraing to korea; (d) knowledge sets in how to get by in korea; (e) personal talents, and (f) extra abilities that gave power to pass socio-economic difficulties. The findings underscore the importance of considering the strength-based approach either in discussing resilience or intervention. Our approach will allow practitioners to acknowledge that refugees and asylum seekers potentially have a unique set of strengths and abilities that they rely on to overcome their immediate and future problems. It will also guide practitioners as they devise their intervention schemes.

A Review of Studies on personal information (개인정보 연구동향과 과제)

  • Bang, Min Seok;Oh, Cheol H.
    • Informatization Policy
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    • v.21 no.1
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    • pp.3-16
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    • 2014
  • The personal information is now considered more valuable and important topic in this highly improved knowledge information society. In this research, 50 research papers and government reports between 2000 and 2013 are analysed to understand a trend of academic research of the personal information. To summarize of the result of the analysis, firstly, there are many discussions and emphases to governmental protections of the personal information, mainly in the qualitative and legal system level. Secondly, there are insufficient researches of the personal information, particularly in the academic field rather than government and national research institutes. Thirdly, there are not sufficient investigations to approach influential reasons and relations of cause and effect, though there are much enough researches on the actual and present conditions of the protection of the personal information. To develop the investigation of the personal information, it needs to be considered to research more about systematic approach to the issue of personal information, expansion of research area considering the changeable IT environment, diverse methodological experiment like a metrical way, reformation of investigation system, and improved information management in the private sector.

The Relationships among Social Discrimination, Subjective Health, and Personal Satisfaction of Immigrants

  • Chun, Jiyoung;Lee, Insook
    • Research in Community and Public Health Nursing
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    • v.28 no.4
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    • pp.375-385
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    • 2017
  • Purpose: This study aims to examine the relationships among social discrimination, subjective health, and personal satisfaction based on the country of origin. Methods: The analysis was based on 16,958 immigrants who participated in the National Survey of Multicultural Family 2015 in Korea. This study conducted stratified cross-analysis of social discrimination for the differences in subjective health and personal satisfaction. Multivariate-adjusted odds ratios and 95% confidence intervals for the relationships among social discrimination, subjective health, and personal satisfaction were examined with multivariable logistic regression. Results: There were differences in experience of social discrimination, subjective health status, and personal satisfaction according to the country of origin. Groups without the experience of social discrimination had better subjective health and personal satisfaction than the other groups. Conclusion: This study demonstrates that a discrimination prevention program needs to be developed based on a cultural approach.

The Perceptions of Pre-service Elementary Teachers in Regards to the Learning Environment in Science Education Courses and Their Science Teaching Efficacy Belief (과학과교육 강의에서 예비 초등교사들의 학습환경에 대한 인식과 과학 교수효능감)

  • Jeon, Kyung-Moon
    • Journal of Korean Elementary Science Education
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    • v.25 no.1
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    • pp.8-14
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    • 2006
  • This study examined how pre-service elementary teachers' perceptions regarding the learning environment (learning focus/ability-meritocracy/cooperative climate) and achievement goals (mastery/performance-approach/performance-avoidance) in science education courses jointly contributed to their science teaching efficacy beliefs (personal science teaching efficacy belief/science teaching outcome expectancy). A path analysis supported a causal model in which the perception of the learning focus influenced the mastery goal, which in turn influenced the personal science teaching efficacy belief and science teaching outcome expectancy. The perception of learning focus also had a direct effect on science teaching outcome expectancy. The perception of ability-meritocracy influenced personal science teaching efficacy belief via the performance-approach (positively) or, conversely, the performance-avoidance goal (negatively). No link .was deduced from the perception of cooperative climate. The educational implications of these findings were also discussed.

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Privacy-Constrained Relational Data Perturbation: An Empirical Evaluation

  • Deokyeon Jang;Minsoo Kim;Yon Dohn Chung
    • Journal of Information Processing Systems
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    • v.20 no.4
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    • pp.524-534
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    • 2024
  • The release of relational data containing personal sensitive information poses a significant risk of privacy breaches. To preserve privacy while publishing such data, it is important to implement techniques that ensure protection of sensitive information. One popular technique used for this purpose is data perturbation, which is popularly used for privacy-preserving data release due to its simplicity and efficiency. However, the data perturbation has some limitations that prevent its practical application. As such, it is necessary to propose alternative solutions to overcome these limitations. In this study, we propose a novel approach to preserve privacy in the release of relational data containing personal sensitive information. This approach addresses an intuitive, syntactic privacy criterion for data perturbation and two perturbation methods for relational data release. Through experiments with synthetic and real data, we evaluate the performance of our methods.