• Title/Summary/Keyword: Data Quality Model

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Integrating the Mechanisms of Agricultural Reservoir and Paddy Cultivation to the HSPF-MASA-CREAMS-PADDY System (농업용 저수지와 논 경작을 고려한 HSPF-MASA-CREAMS-PADDY 연계 시스템 개발)

  • Lee, Do Gil;Song, Jung-Hun;Ryu, Jeong Hoon;Lee, Jaenam;Choi, Soon-Kun;Kang, Moon Seong
    • Journal of The Korean Society of Agricultural Engineers
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    • v.60 no.6
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    • pp.1-12
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    • 2018
  • The objectives of this study were to develop a system linking hydrologic and water quality models considering the mechanisms of agricultural reservoir and paddy cultivation and to evaluate whether the developed system simulates hydrologic and water quality processes better than a hydrologic model that do not consider the mechanisms. The system consisted of Hydrological Simulation Program-Fortran (HSPF) as a watershed model, Module-based hydrologic Analysis System for Agricultural watersheds (MASA) as reservoir water balance model, and Chemical, Runoff and Erosion from Agricultural Management System-Paddy (CREAMS-PADDY) as a hydrologic and water quality model for paddy fields. This study carried out on the Seolseong-Cheon watershed in Icheon, and the water level and water quality had been monitored for two years at the outlet of the watershed. According to the results of this study, the performance of the simulation using HSPF-MASA-CREAMS-PADDY system was better than others, but they did not show a statistically significant difference. This seemed to be due to the uncertainty of the farming data and the water quality data of the reservoir. Therefore, if accurate input data for the system is obtained, HSPF-MASA-CREAMS-PADDY system could be used to model an agricultural watershed to obtain more realistic results. The results of this study could be utilized to the modeling of agricultural watersheds in Korea where paddy rice cultivation is dominant.

Development of Prediction Model of Groundwater Pollution based on Food Available Water and Validation in Small Watersheds (식품용수 수질자료를 이용한 지하수 오염 예측 모델 개발 및 소규모 유역에서의 검증)

  • Nam, Sungwoo;Park, Eungyu;Yi, Myeong-jae;Jeon, Seonkeum;Jung, Hyemin;Kim, Jeongwoo
    • Journal of Soil and Groundwater Environment
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    • v.26 no.6
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    • pp.165-175
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    • 2021
  • Groundwater is used in many areas in food industry such as food manufacturing, food processing, cooking, and liquor industry etc. in Korea. As groundwater occupies a large portion of food industry, it is necessary to predict deterioration of water quality to ensure the safety of food water since using undrinkable groundwater has a ripple effect that can cause great harm or anxiety to food users. In this study, spatiotemporal data aggregation method was used in order to obtain spatially representative data, which enable prediction of groundwater quality change in a small watershed. In addition, a highly reliable predictive model was developed to estimate long-term changes in groundwater quality by applying a non-parametric segmented regression technique. Two pilot watersheds were selected where a large number of companies use groundwater for food water, and the appropriateness of the model was assessed by comparing the model-produced values with those obtained by actual measurements. The result of this study can contribute to establishing a customized food water management system utilizing big data that respond quickly, accurately, and preemptively to changes in groundwater quality and pollution. It is also expected to contribute to the improvement of food safety management.

Analysis of Water Quality Trends Using the LOADEST Model: Focusing on the Youngsan River Basin (LOADEST 모형을 활용한 수질 경향성 분석: 영산강 수계를 중심으로)

  • Gi-Soon, Lee;Jonghun, Baek;Ji Yeon, Choi;Youngjea, Lee;Dong Seok, Shin;Don-Woo, Ha
    • Journal of Korean Society on Water Environment
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    • v.38 no.6
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    • pp.306-315
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    • 2022
  • In this study, long-term measurement data were applied to the LOADEST model and used as an analysis tool to identify and interpret trends in pollution load. The LOADEST model is a regression equation-based pollution load estimation program developed by the United States Geological Survey (USGS) to estimate the change in the pollution load of rivers according to flow rate and time and provides 11 regression equations for pollution load evaluation. As a result of simulating the Gwangjuchen2, Pungyeongjeongchen, and Pyeongdongchen in the Yeongbon B unit basin in the middle and upper reaches of the Yeongsan River with the LOADEST model using water quality and flow measurement data, lower values were observed for the Gwangjuchen2 and Pyeongdongchen, whereas the Pungyeongjeongchen had higher values. This was judged to be due to the characteristics of the LOADEST model related to data continuity. According to the parameters estimated by the LOADEST model, pollutant trends were affected by increases in the flow. In addition, variability increased with time, and BOD and T-P were affected by the season. Thus, the LOADEST model can contribute to water quality management as an analytical tool for long-term data monitoring.

Improving the Survey Model and Investigating for the Quality Management Level in the Korea Defense Industry (방위산업 품질경영 수준 조사를 위한 모형 개선 및 현황 파악)

  • Sung, Si-Il;Kim, Hyeunggeun;Kim, Jongman;Kim, Yong Soo;Chung, Kyu Suk;Kim, Sung Do;Bae, Sukjoo
    • Journal of Korean Society for Quality Management
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    • v.44 no.3
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    • pp.575-586
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    • 2016
  • Purpose: This paper proposes to improve the existing survey model for the quality management level of the defense industry by analyzing current quality management level, and to suggest the best survey model. Methods: The survey model was improved by merging and refining the questionnaires developed in 2014 for the purpose of reducing the answering burden and misunderstanding for questionnaires. In addition, a detailed video manual for filling the questionnaires was developed. Results: An improved survey model is presented and the quality management of the domestic defense industry is analyzed to derive some long-term policies for improving the quality level of defense industry. Conclusion: The proposed survey model will be continuously adopted to investigate the quality management level of the defense industry and target to provide the basic data for establishing the new defense policies.

Modification of pitch Algorithm and Its Application to Noise (피치 알고리즘의 수정 및 소음에의 적용)

  • Shin, Sung-Hwan;Ih, Jeong-Guon
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.11b
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    • pp.511-516
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    • 2002
  • Pitch is a perception related to the subjective frequency that is one of the psychological aspects or attributes of tones. It is also an important factor to determine the sound quality together with loudness and timber. Although the study on pitch has been active in the field of speech communication, but its application to the product sound quality is not yet enough. In this study, the empirical data by Zwicker is made use in the modification of the currently available pitch extraction model based on the place theory. By applying this modified model to various sound samples composed of tonal or banded components, the applicability of the model is suggested. As a demonstration example, the algorithm is used for the sound quality analysis of a product noise having fundamental frequency and harmonics. The result shows that the pitch should be regarded as an important subjective cue in the sound quality analysis.

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An Empirical Study on the Perceived Service Quality in the Shipping Service : Primarily on SERVQUAL, SERVPERF, and EP Model (해운서비스의 지각된 서비스품질에 관한 연구 - SERVQUAL, SERVPERF 및 EP 모형을 중심으로 -)

  • 신한원;김성국;이정관
    • Journal of the Korean Institute of Navigation
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    • v.23 no.3
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    • pp.75-89
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    • 1999
  • The importance of service quality in any service industry cannot be disputed. Shippers have increased expectations concerning the quality of shipping service they receive and carriers are struggling to meet these expectations. This struggle between shipper and carriers would suggest that there is room to improve much more understandings of how shipper define shipping service quality in the carriers' perspectives. This is an empirical investigation and study on the measurement of customer response and service quality as perceived by customer in the international transportation logistics system. The purpose of this study is to clarify factors of shipping service quality on the basis of service marketing concept. In order to fulfill the objectives, this paper combined research tools that include both empirical study and documentary research. Data was gathered from 132 freight forwarder by the use of questionnaire. In this study, the established hypotheses were generated on the basis of the service quality evaluation model(SERVQUAL, SERVPERF, and EP) and Gap model.

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Social Capital, Knowledge Quality, and Online Brand Community Success (사회적 자본, 지식 품질 그리고 온라인 브랜드 커뮤니티의 성공)

  • Yoon, Cheolho;Kim, Changkyu;Kim, Sanghoon;Park, Il-Kyu
    • Journal of Information Technology Services
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    • v.13 no.3
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    • pp.183-200
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    • 2014
  • Online brand communities have become a major component of marketing strategy given that these communities encourage participation and share the culture of Web 2.0 core concepts to Internet users. This study investigated the effects of social capital and knowledge quality on the success of online brand communities. A research model suggests that trust among members and the identification derived from social capital theory and knowledge quality influence individual community participation; knowledge quality also influences brand trust. In turn, community participation and brand trust develop brand loyalty. The model was empirically analyzed using structural equation modeling with data from online brand community members in Korea. The results indicate that identification and knowledge quality significantly affects brand trust and brand loyalty through community participation. This study provides a basis for developing a success model for online brand communities. Also, this study identifies a new role of knowledge quality in an online brand community context.

Measuring the Causal Relationships among Tourist-Perceived Sacrifice, Quality, Value and Behavioral Intention of Employee's Service (종사원의 서비스에 대한 지각된 희생, 품질, 가치와 행동 의도의 인과 관계 평가 - 전남 동부권 관광객을 중심으로 -)

  • Kang, Jong-Heon;Lee, Jae-Gon
    • Journal of the East Asian Society of Dietary Life
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    • v.17 no.1
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    • pp.136-142
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    • 2007
  • This study measured the causal relationships among tourist-perceived sacrifice, service quality, service value, and behavioral intention of employee's service. A total of 224 questionnaires were completed. The equation model was used to measure the causal effect. The results demonstrated that the structural analysis result for the data was an excellent model fit. The influences of perceived value and service quality on service value were statistically significant. As expected, service quality and service value had significant effects on behavioral intention. Moreover, overall service quality played a mediating role in the relationship between perceived sacrifice and service value. Service value played a mediating role in the relationship between service quality and behavioral intention.

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An Interactive Decision Support System for Stepwise Improvement of Quality Competitiveness (단계적 품질경쟁력 강화를 위한 대화형 의사결정지원시스템의 개발)

  • Shin Wan-Seon;Park Man-Hee
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.27 no.4
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    • pp.170-178
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    • 2004
  • As quality becomes a primary leading factor of organizational success, various management strategies have been introduced to improve quality competitiveness. Quality competitiveness, however, is difficult to measure and numerous organizations are struggling to set realistic improvement objectives. The primary purpose of this research is to propose a systematic approach to help the practitioners develop an improvement plan for their organizational quality competitiveness. This approach employs DEA(Data Envelopment Analysis) to evaluate relative efficiency among companies which make efforts to improve their quality competitiveness. It presents an integer programming model to elicit an optimal improvement plan for meeting a target level. A decision support system is also developed for the managers to plan a sequential improvement plan based on both DEA model and the integer programming model.

The Impact of Information System Quality and Media Quality on the Intention to Use IPTV

  • Lee, Dong-Man;Chae, Young-Su;Lee, Young-Ki;Choi, Moon-Jong;Jang, Sung-Hee
    • Journal of information and communication convergence engineering
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    • v.10 no.1
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    • pp.71-77
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    • 2012
  • This study examines the factors influencing internet protocol television (IPTV) usage intention. Using Davis's technology acceptance model (TAM) and DeLone and McLean's model of information system success, this study investigates the effects of information system quality (information quality, system quality, and service quality) and media quality on IPTV use in terms of perceived usefulness, perceived ease of use, and usage intention. We examined the proposed model by employing structural equation modeling and survey data from 222 IPTV users. The results indicate that information quality, service quality, and media quality had significant effects on perceived usefulness and that information quality and media quality had significant effects on perceived ease of use. However, system quality had no effect on perceived usefulness or perceived ease of use. In addition, perceived ease of use influenced perceived usefulness, and perceived usefulness and perceived ease of use influenced IPTV usage intention. Further, the stability and reliability of IPTV services encouraged IPTV use, and successful IPTV services showed high media quality.