• 제목/요약/키워드: Data Usage

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SFA 시스템의 도입과 활용에 영향을 미치는 요인에 관한 연구: 보험회사의 영업사원들을 중심으로 (An Empirical Study on the Factors of SFA (Sales Force Automation) System Acceptance and Usage : Focusing on Salespeople of Insurance Companies)

  • 함유근;조치선
    • Journal of Information Technology Applications and Management
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    • 제11권3호
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    • pp.89-116
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    • 2004
  • Insurance companies are in a fierce race to catch a new customer. In this situation. sales force automation technologies are often used to support customer relationship management strategies. This study sets out a research model predicting SFA(Sales Force Automation) usage through theoretical studies. Survey data were collected from 145 salespeople across 2 firms that had implemented sales force automation tools and hypotheses were tested empirically. Data were analyzed by path-analysis method of AMOS. The major findings of this study are as follows: Computer self-efficacy, user involvement and voluntariness have a statistically significant influence on the positive perceptions of SFA. These perceptions have a statistically significant influence on user satisfaction and usage of SFA. while user satisfaction has a statistically significant influence on SFA usage. This paper concludes with the discussion of these results and their implications for academic researchers and insurance company managers.

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건설현장 내 에너지 사용량에 따른 탄소배출량 분석에 관한 연구 (A Study on the Analysis of Carbon Emission according to Energy Usage in Construction Site)

  • 이충원;태성호;임효진
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
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    • pp.215-216
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    • 2023
  • As the introduction of new climate system, efforts to change carbon neutrality, efforts to convert carbon neutrality. In Korea, we are setting up carbon emissions through greenhouse gas and energy target management system for business and companies that emit carbon emissions. The construction industry quantitatively predict the carbon emissions, but it is struggling to set up the amount of carbon emissions before construction stage, but it is suffering from lack of data. Therefore, this study was conducted by collecting data on the energy usage amount of carbon emissions according to the energy usage of the construction phenomenon and low-capacity prediction of the construction phenomenon. Through collected data, the average energy usage amount by building users and evaluated the average carbon emissions. It also evaluated the contribution of carbon emissions by energy sources.

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초등학생의 휴대전화이용 수준과 자기효능감 및 자기통제력과의 관계연구 (Children's cellular phone usage and relationships between the usage and self-efficacy and self-control)

  • 이경선;이정화
    • 한국생활과학회지
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    • 제17권2호
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    • pp.271-278
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    • 2008
  • This study was investigated elementary school children's cellular phone usage and relationships between the usage and their self-efficacy and self-control. The data were collected by boys(101) and girls(155) among 5th grades, boys(125) and girls(177) among 6th grades elementary school in Busan. The data analyzed with the frequency, percentage, mean, SD and t-test, ANOVA, Pearson's correlation in use of SPSS Win 12.0 program. The results from the research can be summarized as follows; First, there was no significant difference in the children's general usage of cellular phone in terms of grade and sex. Second, it was found in a couple of significant difference in the subcategories of the usage according to grades. The 6th grades children is higher scores than 5th grades in the 'control of cellular phone usage' and 'living trouble'. Third, there was correlated negatively between cellular phone usage and the children's self-efficacy/self-control.

어플리케이션 사용기록 프로그램 제작 및 이를 이용한 고등학생의 스마트폰 어플리케이션 사용행태 분석 (Producing of Application Usage Recording Program and Analyzing Smartphone Application Usage of High School Student with the program)

  • 정지윤;김명준
    • 디지털콘텐츠학회 논문지
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    • 제17권5호
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    • pp.417-423
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    • 2016
  • 최근 미디어의 발달과 휴대폰의 보급률의 증가로 인해 전 연령대에 걸쳐 스마트폰 보급이 빠르게 확산되었다. 한국 고등학생의 경우 스마트폰의 보유율이 90.2%로 나타난다. 본 연구에서는 수도권 고등학생을 대상으로 스마트폰 이용 행태에 관한 사전조사를 실시하였으며, 실질적인 사용 행태를 알아보기 위해 3개월간 로그 데이터 분석을 진행하였다. 피험자들의 사전조사 결과와 로그 데이터 결과를 통해 스마트폰 이용시간과 주중과 주말의 일일 평균 어플리케이션 이용 횟수를 비교하였다. 또한 시험기간과 시험시간 전후의 어플리케이션 이용 횟수 변화를 비교하였다. 그 결과 수도권 고등학생들의 스마트폰 사용행태는 주중과 주말에 영향을 받지 않고, 시험기간에 영향 받음을 알 수 있었다.

The Effect of Big Data-based Fashion Shopping Applications on App Users' Continuous Usage Intention

  • Hong, Hyekyung;Shin, Yeonseo;Lee, MiYoung
    • 패션비즈니스
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    • 제22권6호
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    • pp.83-93
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    • 2018
  • The purpose of this research is to investigate the characteristics of big data-based fashion shopping (BDFS) application, perceived usefulness, and expectation confirmation that influence the continuous usage intention of BDFS application users based on the expectation-confirmation model. A survey was conducted with female consumers in their 20s, who are living in Seoul and Incheon area and have used BDFS applications, A total of 182 responses were used for the data analysis. Five hypotheses were proposed, and regression analyses were conducted to test those hypotheses. The results indicated that the users' perceived usefulness increased with the increase of accuracy and personalization characteristics of the app and the expectation confirmation. The result suggested that it is essential to provide accurate information for users to feel useful and to develop the personalized offerings and services which can be the biggest strength of the big-data based mobile fashion store. It was also found that continuous usage intention increases with increased perceived usefulness and expectation confirmation. This result suggests that expectations can play a critical role in perceiving the usefulness of BDFS applications and the user's expectation confirmation also significantly affected the users' continuous usage intention.

공공부문의 사용량기반 IT서비스를 위한 인프라서비스 모델에 관한 연구 (Infra Service Model for Usage-based IT service in Public Sector)

  • 나종회;이상학;문성준;한인종
    • 디지털융복합연구
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    • 제7권4호
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    • pp.43-56
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    • 2009
  • The concept causing all the fuss is "the utility computing or the usage-based IT service", which now represents the future for IT asset in all aspects of the way they work in business, the commercial and public sector. The core of "utility computing or usage-based IT service" is changing the IT assert from "ownership" to "borrowing", which enables managers to get greater utilization of data-centre resources at lower operating costs. This trend is spreaded in public sector centering the Governmental Internet data Center of Korea(NCIA). So, it has need to make an usage-based IT service model that is suitable for public sector. In this paper, we propose the usage-based IT service model that is composed of IT service framework, service pricing model and IT service architecture.

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스마트팜 비간섭 전력 부하 감시를 위한 데이터취득 시스템 개발 (Development of Data Acquisition System for Smart Farm Non-Intrusive Load Monitoring)

  • 김홍수;김호찬;좌정우;강민제
    • 전기전자학회논문지
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    • 제23권1호
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    • pp.322-325
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    • 2019
  • 비간섭 전력부하 감시 알고리즘은 메인선의 총 전력 사용량만으로 개별 전기 기기들의 전력 사용량을 추론할 수 있다. 이런 알고리즘을 개발하기 위해서는 개별 기기의 전력사용 패턴 데이터와 이들 기기의 다양한 조합 전력사용 패턴 데이터가 필요하다. 본 논문에서는 스마트팜용 비간섭 전력부하 감시 알고리즘개발에 필요한 전력사용 패턴 데이터 취득시스템 개발방법을 제시하였다. 데이터 취득시스템은 매초마다 개별 전기 기기들의 전력 사용량과 다양한 조합의 시나리오에 따른 전력 사용량을 동시에 측정할 수 있도록 되어 있다. 측정된 데이터는 LTE 망을 통하여 스마트팜 외부에서 원격으로 모니터링이 가능하며, 측정된 데이터는 외부 서버에 저장된다.

외모관심에 따른 기능성화장품 구매행동의 구조적 연구 (Structural Study on Purchase Behavior of Cosmeceuticals According to Appearance Concern)

  • 이현옥;구양숙
    • 한국의류산업학회지
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    • 제10권3호
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    • pp.307-315
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    • 2008
  • The purpose of this study was to examine the influence of purchase behavior of Cosmeceuticals according to appearance concern. The subjects of this study were 709 women aged for 20 to 50 living in Daegu. The questionnaires were conveniently sampled from December 20 to 31, 2007. The SPSS 12.0 package was use for data analysis which included Frequency analysis, Factor analysis, Cronbach's a and Analysis Structural Equation Modeling by use of Amos 5.0. The results of this study were as follows; Appearance concern had influence on usage behavior of cosmeceuticals and usage satisfaction of cosmeceuticals, but appearance concern had not influence on usage preference of cosmeceuticals. Usage behavior of cosmeceuticals had influence on usage satisfaction of cosmeceuticals and usage preference of cosmeceuticals. And usage satisfaction of cosmeceuticals had influence on usage preference of cosmeceuticals.

등산동기가 등산복 추구혜택 및 등산복 착용행동에 미치는 영향 (The Effects of Mountain Climbing Motivation and Mountain Climbing Wear Benefits Sought on Clothing Usage Behavior)

  • 안서영;윤승원;이미아;고애란
    • 한국의류학회지
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    • 제37권4호
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    • pp.565-576
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    • 2013
  • This study investigated 1) the effects of mountain climbing motivation on the desired mountain climbing wear benefits, and 2) the desired effects of mountain climbing wear benefits on clothing usage behavior. Data were collected via a questionnaire administered to 498 consumers who make at least one mountain climbing wear purchase for personal use. All items were evaluated on a 5-point Likert scale, and SPSS 20.0 and Amos 7.0 were used for data analysis. Confirmatory factor analysis for the research variables were performed and three factors of mountain climbing motivation (social interaction, health improvement, and mental rejuvenation), four factors of mountain climbing wear benefits sought (ostentation, ideal healthy figure, conformity, and functions), and two factors regarding clothing usage behavior (sportswear usage and daily wear usage) were identified. The results from the model test were as follows: 1) Mountain climbing motivation was found to vary depending on the mountain climbing wear benefits sought. Social interaction had a positive effect on all 4 factors of mountain climbing wear benefits sought. Health improvement was the only motivating factor for consumers who sought the benefit of functions; however, the functions benefit was not found to be a consideration for consumers who climbed for mental rejuvenation. 2) Mountain climbing wear usage was affected by mountain climbing wear benefits sought. The benefits for conformity and functions had a positive effect on sportswear usage and daily wear usage; however, the ideal healthy figure only affected daily wear usage. The twofold usage of mountain climbing wear reflects a cultural trend toward the usage of mountain climbing wear as daily wear; however, consumers show this twofold usage to conform successfully to mainstream society and not to pursue the ideal healthy figure.

에너지 효율 증대를 위한 에너지 사용량 예측과 에너지 수요이전 모델 연구 (A Study on the Energy Usage Prediction and Energy Demand Shift Model to Increase Energy Efficiency)

  • 김재환;양세모;이강윤
    • 인터넷정보학회논문지
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    • 제24권2호
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    • pp.57-66
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    • 2023
  • 현재, 에너지 효율 향상으로 소비감축을 시행하는 새로운 에너지 시스템이 대두되고 있다. 이에 스마트그리드가 확산되면서 계시별 요금제가 확대되고 있다. 계시별 요금제는 계절별 / 시간별로 요금을 다르게 적용해 사용량에 따라 요금을 내는 요금제이다. 본 연구에서는 에너지 전력 사용량 데이터를 예측하기 위해, 온도/요일/시간/계절 등 외부 요인을 고려하고 시계열 예측 모델인 LSTM을 활용한다. 이러한 에너지 사용량 예측 모델을 기반으로 기기별 사용패턴을 분석하여 전력 에너지를 최대부하시간대에서 경부하시간대로 수요이전 함으로써 에너지 사용요금을 절감한다. 기기별 사용패턴을 분석하기 위해서는 시간대별로 기기의 사용량 패턴을 학습 및 분류하는 clustering 기법을 사용한다. 정리하자면, 본 연구에서는 사용자의 전력 데이터 사용량을 기반으로 사용량과 사용 요금을 예측 및 기기별 사용패턴을 분석하고 분석 기반의 맞춤형 수요이전 서비스를 제공함으로써 사용자에게 요금 절감 효과를 가져다 준다.