• Title/Summary/Keyword: Conceptual Data Modeling

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A Study on the Research Trends for Smart City using Topic Modeling (토픽 모델링을 활용한 스마트시티 연구동향 분석)

  • Park, Keon Chul;Lee, Chi Hyung
    • Journal of Internet Computing and Services
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    • v.20 no.3
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    • pp.119-128
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    • 2019
  • This study aims to analyze the research trends on Smart City and to present implications to policy maker, industry professional, and researcher. Cities around globe have undergone the rapid progress in urbanization and the consequent dramatic increase in urban dwellings over the past few decades, and faced many urban problems in such areas as transportation, environment and housing. Cities around the globe are in a hurry to introduce Smart City to pursue a common goal of solving these urban problems and improving the quality of their lives. However, various conceptual approaches to smart city are causing uncertainty in setting policy goals and establishing direction for implementation. The study collected 11,527 papers titled "Smart City(cities)" from the Scopus DB and Springer DB, and then analyze research status, topic, trends based on abstracts and publication date(year) information using the LDA based Topic Modeling approaches. Research topics are classified into three categories(Services, Technologies, and User Perspective) and eight regarding topics. Out of eight topics, citizen-driven innovation is the most frequently referred. Additional topic network analysis reveals that data and privacy/security are the most prevailing topics affecting others. This study is expected to helps understand the trends of Smart City researches and predict the future researches.

Influence of Service Quality and Trust on Customer Satisfaction in Judicial Agents's Service (서비스 품질과 신뢰가 고객만족에 미치는 영향 -법무사의 법률서비스를 중심으로-)

  • Eom, Heeyeol;Lee, Sungho;Kim, Chesoong
    • Journal of Korean Society for Quality Management
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    • v.40 no.4
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    • pp.513-530
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    • 2012
  • Purpose: The requirement for legal services is going up by modern people living in the era of complexity and variety who want to resolve legal conflicts between individuals and improve their personal rights. Methods: In this study, we used both literature and empirical researches to achieve our goals. In literature research, concept of service quality, method of measuring service quality, and dimension of service quality were explored, relationship among service quality, customer satisfaction, and customer loyalty and hypothesis was made based on the above, and tested. To test the conceptual framework, structural equation modeling (SEM) has been used to analyze the data collected from 252 customers of Judicial Agents's Service. Results: This result is not consistent with that of advanced study; it was found that service has significant influence on customer trust, and the trust also has significant influence on customer satisfaction and loyalty. Conclusion: This study has limitations in terms of restricted service sectors and measuring methods. For this reason, the followings are needed to be considered for interpretation and generalization of the study results. We believe that further studies are needed to investigate other service areas as well as legal service at the same time, and study target which is limited to Gangwon Province needs to be expanded for more accurate investigation. In addition, in-depth follow-up study should be proceeded considering variables such as customer value, conversion cost, and image of service providers.

Effects of Consumers' Altruistic and Egocentric Values on Social Responsibility and Willingness-to-pay a Price Premium for Ethical Fashion Products (소비자의 이타주의적 가치관과 자기중심적 가치관이 사회적 책임의식과 윤리적 패션제품에 대한 프리미엄 가격 지불의도에 미치는 영향)

  • Choi, Yeong-Hyeon;Ahn, Ga Young;Kim, Eun-Hye;Lee, Kyu-Hye
    • Fashion & Textile Research Journal
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    • v.22 no.5
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    • pp.570-583
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    • 2020
  • The fashion industry is accountable for labor and environment-related issues. With such issues raised, consumers' social responsibility for environmental and labor issues has become an important factor that shapes the perception of companies. This study investigates the relationship between consumer values, concerns regarding social issues, and willingness to pay a premium for ethical fashion products. This study included two exogenous variables of altruistic value and egocentric value. In the conceptual model, consumers' social responsibility was conceptualized as two constructs of environmental consciousness and labor-issue consciousness. It was then analyzed as mediating variables. Willingness to pay a premium for ethical fashion products was the endogenous variable. Data was collected and analyzed with PLS-SEM from 600 consumers. The assessment of discriminant validity and construct validity using CFA were conducted before analyzing the model. Structural equation modeling results revealed that altruistic value directly influenced environmental consciousness and labor-issue consciousness. However, egocentric value was directly and significantly influenced only by labor-issue consciousness. Both environmental and labor issue consciousness directly influenced customers' willingness to pay a premium, but did not significantly change their willingness to pay a premium. Two-stage serial mediation analysis results indicated that the constructs did not have a significant mediation effect on the exogenous variables (altruistic value and egocentric value) and the endogenous variable (willingness to pay a premium) for ethical fashion products. This study found the influence of consumer's personal values on their willingness to pay a higher price for ethical fashion products.

Health Level 7 Version 3 based Generating Clinical Document Architecture for Medication Administration System (HL7 버전 3 기반의 투약관리시스템을 위한 임상문서구조의 생성)

  • Kim, Genun-Hee;Cho, Su-Mi;Lee, Eun-Joo;Kim, Hwa-Sun;Cho, Hune
    • Journal of Korea Multimedia Society
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    • v.11 no.3
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    • pp.386-397
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    • 2008
  • This study proposes the actualization of a standard data model for activities through the development of clinical document architecture for medication administration using the health level 7 development frameworks(HDF) process based on object oriented analysis and development method of health level 7 V 3. Medication administration is the most common activity performed by clinical professionals at healthcare settings. A standardized information model and structured hospital information system are necessary to achieve evidence-based clinical activities. We had used HDF and various tools(Rose tree, RMIM designer, V3 generator) to create the clinical document architecture(CDA). This allowed us to illustrate each step of the HDF in the administration of medication. This study generated a information model of the medication administration process, which is one clinical activity. It should become a fundamental conceptual model for understanding international standard methodology by information technology(IT) developers with the objective of modeling healthcare information systems.

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The Effects of Perceived Service Quality on Customer Satisfaction, Brand toward Attitude and Customer Loyalty (지각된 서비스 품질이 고객만족, 상표태도, 고객충성도 미치는 영향)

  • Hwang, Byung-Il
    • Korean Business Review
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    • v.17 no.2
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    • pp.131-159
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    • 2004
  • The purpose of this paper is to propose and test a conceptual framework that investigates the effects of perceived service quality on customer satisfaction, attitude toward brand(Ab) and customer loyalty. To test the framework, structural equation modeling are applied to data collected from 210 samples in mobile phone service industry. The results of this research indicated that interaction quality and outcome quality of perceived service quality are positively on customer satisfaction, but the outcome quality is stronger influence than interaction quality. The findings also show that outcome quality effect on directly Ab and then interaction quality effect on indirectly Ab through customer satisfaction. But There are no effect outcome quality, interaction quality and Ab on customer loyalty without customer satisfaction effect. These results include implications that mobile phone service company should have customer satisfaction to retain customer and customer loyalty.

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Modeling of Particle Removal in the Coarse Media of Direct Horizontal-Flow Roughing Filtration (Direct Horizontal-Flow Roughing Filtration의 조립 여상에서의 입자 제거 모델링)

  • Ahn, Hyo-Won;Park, No-Suk;Lee, Sun-Ju;Lee, Kyung-Hyuk;Wang, Chang-Keun
    • Journal of Korean Society of Water and Wastewater
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    • v.19 no.3
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    • pp.338-347
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    • 2005
  • Horizontal-Flow Roughing Filtration (HRF) is one of altemative pretreatment methods e.g. prior to Slow Sand Filtration (SSF). However, some of its limitations are that the effluent quality drops drastically at higher turbidity (>200 NTU) and at higher filtration rate (>1 m/h). To overcome these drawbacks, we suggested Direct Horizontal-Flow Roughing Filtration (DHRF), which is a modified system of Horizontal-Flow Roughing (HRF) by addition of low dose of coagulant prior to filtration. In this study to optimize the DHRF configuration, a conceptual and mathematical model for the coarse compartment has been developed in analogy with multi-plate settlers. Data from simple column settling test can be used in the model to predict the filter performance. Furthermore, the model developed herein has been validated by successive experiments carried out. The conventional column settling test has been found to be an handy and useful to predict the performance of DHRF for different raw water characteristics (e.g. coagulated or uncoagulated water, different presence of organic matter, etc.) and different inital process conditions (e.g. coagulant dose, mixing time and intensity, etc.). An optimum filter design for the coarse compartment (grain size 20mm) has been found to be of 3 m/h filtration rate with filter length of 4-4.5 m.

A Prediction Model of Exercise Level in Patients with Ankylosing Spondylitis (강직성 척추염 환자의 운동정도 예측모형)

  • Kim, Moon Ja;Lee, Eun Nam
    • Journal of Korean Academy of Nursing
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    • v.52 no.2
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    • pp.157-172
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    • 2022
  • Purpose: This study aimed to construct and test a hypothetical model to explain the predictive factors and causal pathways for exercise levels in patients with ankylosing spondylitis based on the self-determination theory. A conceptual framework was constructed assuming that autonomy support by health care providers would satisfy the three basic psychological needs of patients, which would increase their autonomous motivation for exercise, resulting in its initiation and continuation. Methods: This cross-sectional study included 221 patients with ankylosing spondylitis who were visiting rheumatology clinics in two tertiary hospitals. Health Care Climate Questionnaire-exercise regularly, Basic Psychological Needs Satisfaction scale, Behavior Regulation in Exercise Questionnaire-2, and exercise level were used to collect data. Results: The fitness of the hypothetical model met the recommended level (𝛘2/df ≤ 3, SRMR ≤ .08, RMSEA ≤ .08, GFI ≥ .90, AGFI ≥ .85, NFI ≥ .90, TLI ≥ .90, CFI ≥ .90). The model effect analysis revealed that autonomy support by health care providers had a positive effect on patients' autonomy, competence, relatedness, autonomous motivation, and exercise level. Competence and relatedness had positive effects on autonomous motivation and exercise level, respectively. Autonomous motivation had a positive effect on exercise level. Conclusion: The predictive factors of exercise level in patients with ankylosing spondylitis were autonomous motivation, health care providers' autonomy support, competence, and relatedness. Considering these factors, we recommend the development of an effective program for improving exercise levels in these patients.

Development and Application of Scientific Model Co-construction Program about Image Formation by Convex Lens (볼록렌즈가 상을 만드는 원리에 대한 과학적 모형의 사회적 구성 프로그램 개발 및 적용)

  • Park, Jeongwoo
    • Korean Journal of Optics and Photonics
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    • v.28 no.5
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    • pp.203-212
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    • 2017
  • A scientific model refers to a conceptual system that can describe, explain, and predict a particular physical phenomenon. The co-construction of the scientific model is attracting attention as a new teaching and learning strategy in the field of science education and various studies. The evaluation and modification of models compared with the predicted models of data from the real world is the core of modeling strategy. However, there were only a limited data provided by the teacher in many studies of modeling comparing the students' predictions of their own models. Most of the students were not given the opportunity to evaluate the suitability of the model with the data in the real world. The purpose of this study was to develop a scientific model co-construction program that can evaluate the model by directly comparing the predicted models with the observed data from the real world. Through a collaborative discussion between teachers and researchers for 6 months, a 5-session scientific model co-construction program on the subject 'image formation by convex lenses' for second grade middle school students was developed. Eighty (80) students in 3 classes and a science teacher with 20 years of service from general public co-educational middle school in Gyeonggi-do participated in this 2-week program. After the class, students were asked about the helpfulness and difficulty of the class, and whether they would like to recommend this class to a friend. After the class, 95.8% of the students constructed the scientific model more than the model using the construction rule. Students had difficulties to identify principles or understand their friends, but the result showed that they could understand through model evaluation experiment. 92.5% of the students said that they would be more than willing to recommend this program to their friends. It is expected that the developed program will be applied to the school and contribute to the improvement of students' modeling ability and co-construction ability.

The Effect of Clan Culture on Market Culture of Public Organization Focusing of Mediating Effect of Women Leader's Position and Carrier (글로벌기업의 집단형 문화가 합리형 문화에 미치는 영향 -여성 리더의 직위와 경력의 매개효과를 중심으로-)

  • Kim, Hyuk Young;Kim, Taek
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.2
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    • pp.271-280
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    • 2020
  • Purpose : The purpose of this study examines the mediating effect of women leader's characteristics in the relationship between clan culture and market culture of global companies. In addition, this study attempts to analysis the mediating effect of women leader's position and carrier in the relationship among facilitator, mentor, producer, and director leadership using partial mediation and completed mediation model. Research design, data, methodology : Conceptual research model is designed with three constructs such as clan culture, woemn leader's characteristics, and market culture. Based on five hundred cases with leadership styles and organizational culture of global companies, this study examine the mediating effect of women leader's characteristics in the relationship between clan culture and market culture using structured equation modeling. Results : Facilitator leadership have a significantly positive influence on women leader's position and carrier. Mentor leadership have a significantly positive influence on women leader's carrier while they are not correlated with mentor leadership and women leader's position. Women leader's position and carrier have a significantly positive influence on director leadership while women leader's position and carrier not have a positive influence on procucer leadership. Also facilitator and mentor leadership have a significantly positive on producer and director leadership. Conclusions : By controlling for the mediating effect of women leader's characteristics, this study have improved the academic contributions as well as policy and practical implications through empirical study of clan culture that affect market culture in the filds of leadership style and organizational. In addition, this study means that the mediating effects on the variables of women leader's position and carrier were examined.

A Product Model Centered Integration Methodology for Design and Construction Information (프로덕트 모델 중심의 설계, 시공 정보 통합 방법론)

  • Lee Keun-Hyoung;Kim Jae-Jun
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.99-106
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    • 2002
  • Researches on integration of design and construction information from earlier era focused on the conceptual data models. Development and prevalent use of commercial database management system led many researchers to design database schemas for enlightening of relationship between non-graphic data items. Although these researches became the foundation fur the proceeding researches. they did not utilize the graphic data providable from CAD system which is already widely used. 4D CAD concept suggests a way of integrating graphic data with schedule data. Although this integration provided a new possibility for integration, there exists a limitation in data dependency on a specific application. This research suggests a new approach on integration for design and construction information, 'Product Model Centered Integration Methodology'. This methodology achieves integration by preliminary research on existing methodology using 4D CAD concept. and by development and application of new integration methodology, 'Product Model Centered Integration Methodology'. 'Design Component' can be converted into digital format by object based CAD system. 'Unified Object-based Graphic Modeling' shows how to model graphic product model using CAD system. Possibility of reusing design information in latter stage depends on the ways of creating CAD model, so modeling guidelines and specifications are suggested. Then prototype system for integration management, and exchange are presented, using 'Product Frameworker', and 'Product Database' which also supports multiple-viewpoints. 'Product Data Model' is designed, and main data workflows are represented using 'Activity Diagram', one of UML diagrams. These can be used for writing programming codes and developing prototype in order to automatically create activity items in actual schedule management system. Through validation processes, 'Product Model Centered Integration Methodology' is suggested as the new approach for integration of design and construction information.

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