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Design of Enterprise System Platform based on Spring Data JPA in Spring Framework Environment (스프링 프레임워크 환경에서 스프링 데이터 JPA기반의 엔터프라이즈 시스템 플랫폼의 설계)

  • Yoo, Jung-Sang;Lee, Myeong-Ho
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.39-46
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    • 2019
  • The competition for standardization in the enterprise environment starts with the data tier of the back-end and the standard enterprise middle tier is being stabilized by standardization as it is accepted as the Spring Framework. In addition, with the advent of new devices in an increasingly rapid cycle, securing compatibility with web and mobile services has become an important competitive advantage for web service companies. However, companies are unable to secure competent technical personnel appropriate for the rapidly changing environment of the information generation, and the curriculum of educational universities does not reflect the demand of new competency-oriented curriculum. Therefore, in this study, in order to acquire competency-oriented skills required for such an enterprise system platform environment and to develop a curriculum, the system using Spring Data JPA in the Spring Framework environment was implemented through documenting for each analysis and design step. It aims to provide a reference model for the full stack competency-based curriculum and capstone design curriculum that can be applied immediately in the enterprise environment.

Time Series Forecasting on Car Accidents in Korea Using Auto-Regressive Integrated Moving Average Model (자동 회귀 통합 이동 평균 모델 적용을 통한 한국의 자동차 사고에 대한 시계열 예측)

  • Shin, Hyunkyung
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.54-61
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    • 2019
  • Recently, IITS (intelligent integrated transportation system) has been important topic in Smart City related industry. As a main objective of IITS, prevention of traffic jam (due to car accidents) has been attempted with help of advanced sensor and communication technologies. Studies show that car accident has certain correlation with some factors including characteristics of location, weather, driver's behavior, and time of day. We concentrate our study on observing auto correlativity of car accidents in terms of time of day. In this paper, we performed the ARIMA tests including ADF (augmented Dickey-Fuller) to check the three factors determining auto-regressive, stationarity, and lag order. Summary on forecasting of hourly car crash counts is presented, we show that the traffic accident data obtained in Korea can be applied to ARIMA model and present a result that traffic accidents in Korea have property of being recurrent daily basis.

Knowledge and Prevention Activity of Osteoporosis among Care Providers in Nursing Home (노인요양시설 간호제공자의 골다공증 관련 지식과 골다공증 예방활동)

  • Shim, Haeun;Park, Miwha;Park, Myungsook
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.71-80
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    • 2019
  • This study is a descriptive research study to identify osteoporosis knowledge and osteoporosis prevention activities among care providers in nursing home. The subjects were 142 care providers in S and Y city. The Data were collected from July 1 to July 20, 2019, and analyzed SPSS 24.0 Version. The result showed that the osteoporosis knowledge of among care providers was moderate. It showed differences in educational status, osteoporosis management training experience, residents number and importance awareness of elderly bone health. And prevention activities differed according to osteoporosis management training experience and importance awareness of elderly bone health. There was a positive correlation between knowledge and prevention activities of osteoporosis. Therefore, it is necessary to develop education programs for the management of elderly osteoporosis and to raise importance awareness of elderly bone health among care providers in nursing home. Further studies are needed to evaluate the effects of the program.

A Convergence Study on the Patient Safety of Nursing Students who have experienced Clinical Practice (임상실습을 경험하는 간호학생의 환자안전에 관한 융·복합연구)

  • Park, Jeong-Eun
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.88-97
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    • 2019
  • This study was conducted to identify factors affecting patient safety management (PSM) of nursing student's who have experienced clinical practice. The study subjects were 232 nursing students in five universities in five cities. Data were collected between June 17 and July 30, 2019 using by completing structured self report questionnaires. Data were analyzed using T-test, ANOV A, Pearson's correlation coefficient, and multiple regression using SPSS/WIN 22.0. In correlation ana lysis, significant positive correlations were found between PSM practice, PSM importance awareness (r= .42, p<.001), PSM knowledge(r= .29, p<.001), and PSM attitude(r= .35, p<.001). In multiple regressi on analysis, PSM importance awareness(β=.19, p<.001) was factor predicting PSM practice of nursing students, which explained 36.2% of the variance in the model. Thus, we emphasize that continuing PSM education at the university is required to improve PSM competency.

Realtime Individual Identification based on EOG Algorithm for Customized Sleep Care Service (맞춤형 수면케어 서비스를 위한 EOG 기반의 실시간 개인식별 알고리즘)

  • Hong, Ki Hyeon;Lee, Byung Mun;Park, Yang Jae
    • Journal of Convergence for Information Technology
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    • v.9 no.12
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    • pp.8-16
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    • 2019
  • Customized sleep care service needs to be provided differently for individuals since individual has different degree of sleep disorder. Because the brainwave data shows unique waveform characteristics for each person, this characteristic can be used to identify individuals. Personal identification provides an important role in enabling customized services. When you blink, you can obtain brain wave characteristics by measuring the area of the frontal lobe. Therefore, a real-time personal identification algorithm based on blinking EOG for customized sleep care service is proposed in this paper. For evaluation, 10 individuals were tested for personal identification accuracy. The results of the experiment confirmed that a maximum accuracy of 93% were taken. Algorithms can be developed by reflecting characteristics such as changes in the external environment in the future.

The Moderating Effect of Psychological Flexibility on the Relationship between Perceived Stress and Depression in University Administration Staff (대학 행정직원의 지각된 스트레스와 우울 간의 관계에서 심리적 유연성의 조절효과)

  • Lee, Jung-Min;Jang, Ki-Won
    • Journal of Convergence for Information Technology
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    • v.11 no.12
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    • pp.201-210
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    • 2021
  • The purpose of this study was to verify the moderating effects of psychological flexibility on the relationship between perceived stress and depression in university administration staff. A total of 186 participants completed the questionnaire. This data was analyzed using the SPSS program. The results of the analysis showed that perceived stress, positive perception and psychological flexibility had significant effects on depression, but negative perception didn't have significant effect on depression. The results verified the moderating effects of psychological flexibility on the relationship between perceived stress and depression. We discussed that the stress of university administration staff was more closely related to positive perception such as a decrease in positive functioning than negative perception such as loss of control. We also discussed that psychological flexibility can reduce the effect of stress on depression and prevent it. We suggested acceptance commitment therapy to improve psychological flexibility as an intervention method for stress and depression issues in university administration staff.

The Mediating Effect of Protean Career Attitude on the Relationship Between Coaching Leadership and Career Satisfaction (코칭리더십과 경력만족 간의 관계에서 프로티언 경력태도의 매개효과)

  • Yun, Ducksu;Kim, Boyoung
    • Journal of Convergence for Information Technology
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    • v.11 no.12
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    • pp.70-79
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    • 2021
  • The purpose of this study is as follows: First, this study investigates the effect of the supervisor's coaching leadership on the employee's protean career attitude. Second, we examine the effect of a protean career attitude on career satisfaction. Finally, we examine the mediating effect of protean career attitude on the relationship between supervisor's coaching leadership and career satisfaction. As a result of analyzing the data of 329 employees from pharmaceutical companies, the positive influence of coaching leadership on the protean career attitude was significant. The positive effect of the protean career attitude on career satisfaction was significant. The mediating effect of the protean career attitude on the relationship between coaching leadership and career satisfaction was significant. The findings of this study provide an understanding regarding the concept of career development, which has recently changed from an organization-centered to an individual-centered perspective. Also, this study has theoretical and practical implications for the field of human resource development in that it suggests the type of leadership as an antecedent of protean career attitudes.

A Study on the Analysis of Background Object Using Deep Learning in Augmented Reality Game (증강현실 게임에서 딥러닝을 활용한 배경객체 분석에 관한 연구)

  • Kim, Han-Ho;Lee, Dong-Lyeor
    • Journal of Convergence for Information Technology
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    • v.11 no.11
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    • pp.38-43
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    • 2021
  • As the number of augmented reality games using augmented reality technology increases, the demands of users are also increasing. Game technologies used in augmented reality games are mainly games using MARKER, MARKERLESS, GPS, etc. Games using this technology can augment the background and other objects. To solve this problem, we want to help develop augmented reality games by analyzing objects in the background, which is an important element of augmented reality. To analyze the background in the augmented reality game, the background object was analyzed by applying a deep learning model using TensorFlow Lite in the UNITY engine. Using this result, we obtained the result that augmented objects can be placed in the game according to the types of objects analyzed in the background. By utilizing this research, it will be possible to develop advanced augmented reality games by augmenting objects that fit the background.

Characteristics of Forced Vibration System According to the Frequency of External Exciting Force (외부 가진력의 주파수에 따른 강제진동시스템의 특성)

  • Kim, Jong-Do;Yoon, Moon-Chul
    • Journal of Convergence for Information Technology
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    • v.11 no.9
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    • pp.130-137
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    • 2021
  • The characteristics of forced vibration by an external excitation force having a frequency were analyzed according to the amplitude and frequency of the excitation force. To obtain displacement, velocity, and acceleration, numerical analysis was performed to obtain the frequency response, and in particular, each FRF(Frequency Response Function) was analyzed to reveal the location of the system natural frequency and excitation frequency in the frequency domain. In the vibration model caused by external excitation, the natural frequency and distribution of the surrounding excitation mode in displacement, velocity and acceleration FRF. The FRF was also shown in the power spectrum and FRF of real and imaginary parts. The external excitation force was approximated with the excitation force of a sine wave by giving the amplitude and frequency, the mode generated by this excitation force could be distinguished. After numerical analysis by changing the equivalent mass, damping and stiffness, the forced vibration response characteristics by external excitation force were systematically analyzed.

The Convergence Effect of Histamine and Atropine on Intestinal Contractility (위장관 수축성에 대한 Histamine과 Atropine의 융합성 조절 효과)

  • Je, Hyun Dong;Min, Young Sil
    • Journal of Convergence for Information Technology
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    • v.11 no.10
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    • pp.131-137
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    • 2021
  • The aim of the study was to observe the influence and related mechanism of histamine and its analogues used for hypersensitivity tests and used as an indicator of impurities in drugs on the tissue-specific intestinal contraction. Intestinal contraction includes the activation of thick or thin filament regulation. However, there are few reports addressing the question whether this regulation is involved in histamine-induced regulation. We hypothesized that histamine plays a role in tissue-dependent regulation of intestinal contractility. Denuded ileal/colonic longitudinal and circular muscles of male rats were used and isometric contractions were recorded using a data acquisition system. Interestingly, histamine alone didn't increase the contraction of the circular muscle but increased the contraction of the longitudinal muscle. Histamine together with atropine (M3 receptor antagonist) didn't inhibit the contraction of the longitudinal and circular muscle. Therefore, histamine alone and together with atropine increases the ileal longitudinal muscle contraction suggesting that additional mechanisms (decreased receptor density, postreceptor signaling or distribution of agonists) might be involved in the regulation of ileal muscle contractility. In conclusion, histamine and/or atropine has some effect on the regulation of the longitudinal contractility regardless of M3 receptor and the simpler test would be preferred as the drug impurity test compared to more complicated tests.