• Title/Summary/Keyword: Enhanced Decision

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Investigation of Users' Satisfaction of Control & Operation Technology Development for Secure Container Transportation (컨테이너 화물 안전수송을 위한 관제 및 운용기술 개발에 관한 사용자 만족도)

  • Ha, Chang-Seung;Hwang, Seok-Jun;Sohn, Bo-Ra
    • Journal of Fisheries and Marine Sciences Education
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    • v.24 no.4
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    • pp.482-493
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    • 2012
  • Logistics security has been enhanced to control cargo containers effectively and safely in global logistics. In response to the change, This study describes the system now being developed that tracks container position, watches cargo security status and gets informations of surrounding until the cargos arrived at its destination. We examine completion and satisfaction of the product for prospective users. For this, considering earlier studies about customer trust, satisfaction, service quality and purchase decision, we analyse an effect among the variables empirically. As a result, when the program is released, we examine customers' satisfaction and purchase decision for the informations to be offered from the program.

Blockchain-Enabled Decentralized Clustering for Enhanced Decision Support in the Coffee Supply Chain

  • Keo Ratanak;Muhammad Firdaus;Kyung-Hyune Rhee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.260-263
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    • 2023
  • Considering the growth of blockchain technology, the research aims to transform the efficiency of recommending optimal coffee suppliers within the complex supply chain network. This transformation relies on the extraction of vital transactional data and insights from stakeholders, facilitated by the dynamic interaction between the application interface (e.g., Rest API) and the blockchain network. These extracted data are then subjected to advanced data processing techniques and harnessed through machine learning methodologies to establish a robust recommendation system. This innovative approach seeks to empower users with informed decision-making abilities, thereby enhancing operational efficiency in identifying the most suitable coffee supplier for each customer. Furthermore, the research employs data visualization techniques to illustrate intricate clustering patterns generated by the K-Means algorithm, providing a visual dimension to the study's evaluation.

Multi-Cattle Tracking Algorithm with Enhanced Trajectory Estimation in Precision Livestock Farms

  • Shujie Han;Alvaro Fuentes;Sook Yoon;Jongbin Park;Dong Sun Park
    • Smart Media Journal
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    • v.13 no.2
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    • pp.23-31
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    • 2024
  • In precision cattle farm, reliably tracking the identity of each cattle is necessary. Effective tracking of cattle within farm environments presents a unique challenge, particularly with the need to minimize the occurrence of excessive tracking trajectories. To address this, we introduce a trajectory playback decision tree algorithm that reevaluates and cleans tracking results based on spatio-temporal relationships among trajectories. This approach considers trajectory as metadata, resulting in more realistic and accurate tracking outcomes. This algorithm showcases its robustness and capability through extensive comparisons with popular tracking models, consistently demonstrating the promotion of performance across various evaluation metrics that is HOTA, AssA, and IDF1 achieve 68.81%, 79.31%, and 84.81%.

Suboptimal Receiver Combining Adaptive Array Antenna and Orthogonal Decision-Feedback Detector (적응 배열 안테나에 부귀환 직교 다중사용자 검출기를 결합한 준 최적 수신기)

  • Jo, Yeong-Pil;Kim, Jong-Mun;Gwak, Gyeong-Seop
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.39 no.8
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    • pp.26-32
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    • 2002
  • In this paper, we propose a suboptimal receiver combining adaptive array antenna and orthogonal decision-feedback detector in DS/CDMA system. Adaptive way antenna can cancel out undesired signal using beamforming scheme. However, if there are interfering signals from undesired users with the same incident angle as that of a desired user, an adaptive array antenna cannot suppress them. The proposed receiver can cancel out remaining interference from users having nearly the same beam pattern. And we employ Orthogonal Decision-Feedback Detector (ODFD) as Multiuser detection. The ODFD performs as good as the decorrelating decision -feedback detector (DDFD) with much less complexity. Simulation results show that the proposed system provides a significantly enhanced performance.

DECADES database implementation and application for the enhanced electricity system analysis methodology in the restructured electricity industry (전력 구조 개편에 따른 환경 영향 평가 및 경제적 분석을 위한 DECADES 데이터 베이스 구축 및 활용)

  • Oh, Young-Jin;Noh, Jae-Hyung;Kim, Bal-Ho;Chun, Yeong-Han;Park, Jong-Bae
    • Proceedings of the KIEE Conference
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    • 2002.07a
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    • pp.386-388
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    • 2002
  • The key objectives of this study are to develop the enhanced electricity system analysis methodologies and decision making process applicable to the analysis of the energy policies, especially the renewable energy policy, through surveying the recent trend and relevant study results. This study utilizes DECADES model, a comparative assessment tool developed by IAEA, and suggests a way to establish DECADES database required to make it applicable to Korean electricity system analysis. For this, a survey on the existing database of various organizations is performed. A case study on the economic and environmental impact of renewable energy is made using DECADES model.

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A performance Enhancement of VANET Warning Message Propagation on Electric Wave Blind Area Problem in the Urban Environment (도심의 전파 사각 지역 문제 해결을 위한 VANET 경고 메시지 전달 기능의 개선)

  • Lee, Won Yeoul
    • Journal of Korea Multimedia Society
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    • v.17 no.10
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    • pp.1220-1228
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    • 2014
  • Emergency Warning Service will be the most important service of VANET. Transmission delay is the most important performance criteria of the warning service. Most legacy research takes a way to minimize the packet collision. However those approach has a critical weak point on urban environment where there is a blind area of electric wave. So another issue is required in order to provide enhanced warning message propagation technique to overcome the urban environment problem. In this paper, I proposed an enhanced warning message propagation scheme in the poor electric wave environment as the intersection area. Proposed scheme forwards the warning message to the blind area by enhanced forwarding node selection technique. For efficiency of warning message propagation, I suggest forwarding priority for decision of forwarding node. And the node has a direct mode or redirect mode depending on neighbor nodes. The simulation was carried out to evaluate the performance. The simulation results show that proposed scheme has the superior performance compared to legacy warning message technique.

The Effects of College Students' Satisfaction with Their Healthcare-Related Major on Their Career Decision-Making Level - With a Focus on the Mediating Effect of Students' Satisfaction with Clinical Practice - (보건계열전공 대학생의 전공만족도가 진로결정수준에 미치는 영향 - 임상실습만족도의 매개효과를 중심으로 -)

  • Ju, Eun-Sol;Bang, Yo-Soon;Oh, Eun-Ju
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.6
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    • pp.243-250
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    • 2020
  • The purpose of this study was to investigate the effects of the satisfaction of college students majoring in healthcare-related fields with their major and with their clinical practice on their career decision-making level and to investigate the mediating effect of their satisfaction with clinical practice on the relationship between their satisfaction with their major and their career decision-making level. The subjects were 180 college students who had completed clinical practice as part of their healthcare-related majors at C University in A-gun, B-do Province. Their completed questionnaires were collected between March 2 and March 5, 2020; 165 questionnaires were used for the data analysis. Questionnaires with missing or insincere responses were excluded. According to the results of this study, the students showed a mean of 3.99 points in their satisfaction with their major, 3.33 points in their career decision-making level, and 3.71 points in their satisfaction with clinical practice. Statistically significant positive correlations were found between the students' satisfaction with their major, their career decision-making level, and their satisfaction with clinical practice. In addition, their satisfaction with clinical practice produced a partial mediating effect on the relationship between their satisfaction with their major and their career decision-making level, and those with a higher level of satisfaction with their major and with their clinical practice also presented higher career decision-making levels. Therefore, the present study suggests that healthcare-related students' satisfaction with their major and with clinical practice should be enhanced to increase their career decision-making levels.

Mediating Effects of Resilience on the Relation between Emotional Intelligence and Self-Efficacy on Career Decision-Making in Nursing Students (간호대학생의 감성지수가 진로결정자기효능감에 미치는 영향: 회복탄력성의 매개효과 중심으로)

  • Lim, Hyun-Suk;Ryu, Jeong-Lim
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.151-160
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    • 2020
  • The purpose of this study was to investigate the moderating mediation effect of resilience, on the relationship between emotional intelligence and self-efficacy in career decision-making of nursing students. The participants were 136 nursing college students in the Jeonbuk region. Data was collected in September 2020 via a structured questionnaire survey. The data was analyzed using the SPSS/23.0 program. The analysis used descriptive statistics, Pearson's correlation coefficient, independent t-test, one-way ANOVA, multiple regression analysis, and Sobel's tests. The results showed that emotional intelligence was a circle activity (F=3.13, p=.047), and motivation to nursing (F=4.16, p=.008). Resilience was a circle activity (F=5.50, p=.005), and nursing major satisfaction (t=2.19, p=.031). Career decision-making self-efficacy showed significant differences in grade (F=3.12, p=.048) and major satisfaction (t=2.36, p=.020). Emotional intelligence and resilience (r=.63, p<.001), emotional intelligence and career decision-making self-efficacy (r=.67, p<.001), resilience and career decision-making self-efficacy (r=.76, p<.001) showed significant static correlation. In emotional intelligence and career decision-making self-efficacy, resilience had a partial mediating effect (Z=6.48, p<.001), and explanatory power was 62.2%. Based on the results of this study, to improve the emotional intelligence and career decision-making self-efficacy of nursing students, it is necessary to develop a personalized and resilience-enhanced education program.

Nutrient Enabled National Agricultural Pesticide Risk Analysis (NAPRA) WWW Decision Support System for Agricultural Best Management Practices (최적관리기법을 위한 웹기반 NAPRA 의사절정 지원시스템)

  • Lim, Kyoung-Jae;Engel Bernard A.;Kim, Ki-Sung;Choi, Joong-Dae
    • Journal of Korean Society of Rural Planning
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    • v.9 no.1 s.18
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    • pp.85-93
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    • 2003
  • Many features of the Single Field version have been enhanced to provide user friendly interface. The County/Watershed version of NAPRA WWW system was further enhanced. The newly developed Web GIS version is an ideal tool for novice users, such as farmers, to simulate the effects of agricultural management for their farms because of its easy-to-use Web GIS interface. The NAPRA WWW system provides an easy to use WWW interface and uses spatial and relational databases to simplify the process of preparing model files. Thus, the NAPRA WWW systems now can be effectively used for nutrient management as well as pesticide management to identify the least impact agricultural management practices.