• 제목/요약/키워드: Automation Acceptance Model

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Technology Acceptance Modeling based on User Experience for Autonomous Vehicles

  • Cho, Yujun;Park, Jaekyu;Park, Sungjun;Jung, Eui S.
    • 대한인간공학회지
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    • 제36권2호
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    • pp.87-108
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    • 2017
  • Objective: The purpose of this study was to precede the acceptance study based on automation steps and user experience that was lacked in the past study on the core technology of autonomous vehicle, ADAS. The first objective was to construct the acceptance model of ADAS technology that is the core technology, and draw factors that affect behavioral intention through user experience-based evaluation by applying driving simulator. The second one was to see the change of factors on automation step of autonomous vehicle through the UX/UA score. Background: The number of vehicles with the introduction of ADAS is increasing, and it caused change of interaction between vehicle and driver as automation is being developed on the particular drive factor. For this reason, it is becoming important to study the technology acceptance on how driver can actively accept giving up some parts of automated drive operation and handing over the authority to vehicle. Method: We organized the study model and items through literature investigation and the scenario according to the 4 stages of automation of autonomous vehicle, and preceded acceptance assessment using driving simulator. Total 68 men and woman were participated in this experiment. Results: We drew results of Performance Expectancy (PE), Social Influence (SI), Perceived Safety (PS), Anxiety (AX), Trust (T) and Affective Satisfaction (AS) as the factors that affect Behavioral Intention (BI). Also the drawn factors shows that UX/UA score has a significant difference statistically according to the automation steps of autonomous vehicle, and UX/UA tends to move up until the stage 2 of automation, and at stage 3 it goes down to the lowest level, and it increases a little or stays steady at stage 4. Conclusion and Application: First, we presented the acceptance model of ADAS that is the core technology of autonomous vehicle, and it could be the basis of the future acceptance study of the ADAS technology as it verifies through user experience-based assessment using driving simulator. Second, it could be helpful to the appropriate ADAS development in the future as drawing the change of factors and predicting the acceptance level according to the automation stages of autonomous vehicle through UX/UA score, and it could also grasp and avoid the problem that affect the acceptance level. It is possible to use these study results as tools to test validity of function before ADAS offering company launches the products. Also it will help to prevent the problems that could be caused when applying the autonomous vehicle technology, and to establish technology that is easily acceptable for drivers, so it will improve safety and convenience of drivers.

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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종업원 기술수용태도와 기술 사용용이성이 스마트공장 기술 도입수준과 제조성과에 미치는 영향 (The Effect of Both Employees' Attitude toward Technology Acceptance and Ease of Technology Use on Smart Factory Technology Introduction level and Manufacturing Performance)

  • 오주환;서진희;김지대
    • Journal of Information Technology Applications and Management
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    • 제26권2호
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    • pp.13-26
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    • 2019
  • The purpose of this study is to examine the effect of each of the two technology acceptance factors(employees' attitude toward smart factory technology, and ease of smart factory technology use) on the introduction level of each of the three smart factory technologies (manufacturing big data technology, automation technology, and supply chain integration technology), and in turn, the effect of each of the three smart factory technologies on manufacturing performance. This study employed PLS statistics software package to empirically validate a structural equation model with survey data from 100 domestic small-and medium-sized manufacturing firms (SMMFs). The analysis results revealed the followings. First, it is founded that employees' attitude toward smart factory technology influenced all of the three smart factory technology introduction levels in a positive manner. In particular, SMMFs of which employees had more favorable attitude toward smart factory technology tended to increase introduction levels of both automation technology and supply chain integration technology more than in the case of manufacturing big data technology. Second, ease of smart factory technology use also had a positive impact on each of the three smart factory technology introduction levels, respectively. A noteworthy finding is this : SMMFs which perceived smart factory technology as easier to use would like to elevate the introduction level of manufacturing big data technology more than in the cases of either automation technology or supply chain integration technology. Third, smart factory technologies such as automation technology and supply chain integration technology had affirmative impacts on manufacturing performance of SMMFs. These results shed some valuable insights on the introduction of smart factory technology : The success of smart factory heavily depends on organization-and people-related factors such as employees' attitude toward smart factory technology and employees' perceived ease of smart factory technology use.

사회적 영향이 정보 시스템 수용에 미치는 영향: 정보기술수용모형(Technology Acceptance)에서 (The Impact of Social Influence on Information Systems Adoption: An Extension to the Technology Acceptance Model)

  • 양희동;최인영
    • Asia pacific journal of information systems
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    • 제11권3호
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    • pp.165-184
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    • 2001
  • Despite many numbers of studies in Technology Acceptance Model(TAM), the social influence construct has not been recognized, nor handled clearly. This study includes the social influence construct in TAM and tests the robustness of the model for different information systems contexts: office automation(spreadsheet) and Internet(WWW) usage. Study findings include that 1) social influence has a direct impact on the usage of spreadsheet, but not on Internet(WWW) usage, and 2) social influence has a stronger indirect impact on IS use through perceived ease of use than through perceived usefulness(for both Internet and spreadsheet).

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모바일 SFA(mSFA) 시스템의 수용 요인 및 도입 성과에 관한 연구 (A Study on the Adoption Factors and Performance Effects of Mobile Sales Force Automation Systems)

  • 김동현;이선로
    • 경영과학
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    • 제24권1호
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    • pp.127-145
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    • 2007
  • This study attempts to examine the acceptance factors of mSFA systems based on the innovation diffusion and technology acceptance model, and to measure the performance effects of mSFA systems using BSC metrics. Results show that (1) the characteristics of mobility and interactivity have positive impacts on perceived usefulness, ease of use, and professional fit. But the characteristics of personal identity were not perceived as useful due to users' negative feelings about privacy infringement and surveillance. (2) Job fit has positive impacts on perceived usefulness and professional fit. (3) Perceived usefulness, ease of use, and professional fit positively influence the degree of users' dependence on mSFA systems, which have positive impacts on users' performance measured by the personal BSC metrics including perspectives of finance, customer, internal process, and learning and growth.

RPA 시스템 서비스의 사용의도에 관한 연구 (A Study on the Intention to Use RPA System Service)

  • 구교연;차상훈;최정일
    • 한국IT서비스학회지
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    • 제20권4호
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    • pp.113-128
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    • 2021
  • In the rapidly developing 4th industrial revolution. RPA is increasing in use at home and abroad due to its advantages of simplifying workflow and providing flexibility and scalability at the same time. Thus, this paper conducted an empirical study on companies using RPA to determine which factors affect the intention to use the services provided by RPA systems. As system characteristics, exogenous variables were selected as information quality, system quality, and service quality of the information system success model. The endogenous variables were selected as the system acceptance factors for the performance and effort expectancy of the integrated technology acceptance model, and the perceived economic values and functional values were additionally selected. For the purpose of this study, a structured questionnaire was used for empirical analysis and the proposed hypothesis was verified through the path analysis of structural equations. As a result of the study, there was no significant relationship between service quality and effort expectancy, between service quality and economic value, and it was verified that the relationship between other factors was positively significant.

재구성 가능한 메쉬에서 결정적 유한 자동장치 문제에 대한 상수시간 알고리즘 (A Constant Time Algorithm for Deterministic Finite Automata Problem on a Reconfigurable Mesh)

  • 김영학
    • 한국정보처리학회논문지
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    • 제6권11호
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    • pp.2946-2953
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    • 1999
  • Finite automation is a mathematical model to represent a system with discrete inputs and outputs. Finite automata are a useful tool for solving problems such as text editor, lexical analyzer, and switching circuit. In this paper, given a deterministic finite automaton of an input string of length n and m states, we propose a constant time parallel algorithm that represents the transition states of finite automata and determines the acceptance of an input string on a reconfigurable mesh of size [nm/2]$\times$2m.

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정보기술 기반의 미래형 우편접수창구 구축계획 수립 (Implementation Planning for Information Technology-Based Future Mail Acceptance System)

  • 정근채
    • 경영정보학연구
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    • 제7권2호
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    • pp.141-162
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    • 2005
  • 본 연구에서는 보다 효율적이고 지능적으로 운영될 수 있는 미래형 우편접수창구를 구축하기 위한 계획을 수립한다. 현황분석을 위해 우선 사용자의 요구사항을 정의하고 현행 문제점과 각종 이슈를 분석하며, 선진국의 다양한 우편서비스 제공기관에 대한 선진사례분석을 수행한다. 선행된 현황분석과 선진사례분석 결과를 기반으로 미래형 우편접수창구에 대한 기념적 모형을 설계한다. 제안된 모형은 무인우편창구, 다량우편창구, 통합우편창구로 대별할 수 있으며, 비효율과 부정확성을 제거하기 위해 정보기술과 자동화기술을 적용함으로써 우편접수 업무가 보다 효율적으로 수행될 수 있도록 설계되었다. 이후 제안된 개념적 모형의 구축을 위한 추진과제를 정의하고, 개별과제에 대한 실행우선순위를 결정하기 위해 현업담당자와 관련 전문가의 설문을 통해 과제들의 중요도와 선후행관계를 평가한 후, 최종적으로 우편접수창구에 대한 구축계획을 수립하였다. 본 연구에서 제시된 구축계획을 바탕으로 향후 보다 효율적이고 효과적인 우편접수창구를 구축할 수 있을 것으로 기대한다.

영업사원의 SFA(영업자동화시스템)에 대한 저항에 영향을 미치는 요인들에 대한 연구 (A Study on the Factors Influencing on the Salesperson's Resistance to SFA)

  • 박찬욱;이량;조아라
    • 한국IT서비스학회지
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    • 제15권3호
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    • pp.15-31
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    • 2016
  • Sales Force Automation (SFA) is a strategic information system and one of the components of operational CRM system. SFA supports salespeople's activities such as selection of potential customers, creative value proposition, after-sales services, etc. SFA is increasingly used in many companies because it has the advantages to raise the salespeople's productivity by developing forecasting ability, value proposition ability, after sales service ability etc. Many researches have shown that implementation of SFA leads to the increase of salepeople performance, organizational performance, and quality of customer relationship. However, Some prior studies have discussed on the SFA implementation failure and pointed out that one of important causes of this failure is salespeople's resistance to SFA. Although many researches explain SFA acceptance phenomenon using Technology Acceptance Model (TAM) and Theory of Planned Behavior (TPB), these researches didn't deeply investigate the salespeople's resistance to SFA. Therefore, this study focuses on the factors influencing salespeople's resistance to SFA and the relationships among these factors. This study identified three factors (salespeople's perceived loss of power, perceived loss of autonomy, and perceived time and effort waste) influencing salespeople's resistance to SFA. The hypotheses testing results showed that salespeople's perceived loss of power and perceived time and effort waste significantly increased salespeople's resistance to SFA. And salespeople's perceived loss of power plays a mediating role between perceived loss of autonomy/perceived time and effort waste and salespeople's resistance to SFA. At the end of the paper, theoretical and managerial implications of this study and the limitations and future research directions are discussed.

기술수용모형을 통한 물류센터 내 물류로봇 구매의도에 영향을 미치는 요인에 관한 연구 (A Study on the Factors Affecting the Acceptance of Logistics Robot in the Fulfillment Center Using the Technology Acceptance Model)

  • 황현철;송상화
    • 한국산학기술학회논문지
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    • 제20권12호
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    • pp.287-297
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    • 2019
  • 온라인 쇼핑이 급성장하고, 다품종 소량 상품의 빠른 배송이 요구되면서 사람에 의존하는 물류 대응이 점점 더 어려워지고 있다. 여기에 인력 수급의 어려움, 인건비의 상승까지 더해져 물류 센터 내에 물류 로봇의 도입이 크게 증가할 것으로 예상된다. 이미 아마존은 자사 물류센터에 로봇을 10만대 이상 운영하고 있다. 알리바바, DHL, UPS 등 세계적인 기업들도 물류 효율 개선 및 시장 경쟁에서 우위를 차지하기 위해 로봇 기술을 도입하고 있다. 글로벌 유통-물류산업의 치열한 온라인 시장경쟁에 물류로봇이 적극적으로 활용되고 있음에도 불구하고, 국내 물류산업의 물류로봇 도입은 상대적으로 부진한 상황이다. 이에 국내 물류로봇 도입의 활성화를 위하여 어떠한 요인이 수용에 영향을 미치는지 살펴 볼 필요가 있다. 수용행위에 대한 설명에는 다양한 연구를 통해 검증된 확장된 기술수용모델을 활용하였다. 연구 결과, 구매의도에는 용이성과 유용성 모두 유의미한 영향을 미쳤으며, 용이성이 가지는 효과가 가장 큰 것으로 나타났다. 용이성은 연관된 경험이 많고, 혁신성이 높을수록 긍정적인 것으로 나타났다. 유용성은 지각된 위험이 낮고, 가격 효율성이 좋고, 사회적 영향이 클수록 긍정적인 것으로 나타났다. 본 연구는 물류 로봇의 수용에 영향을 미치는 요인을 과학적으로 분석함으로써 물류 로봇 개발과 마케팅 전략 수립에 이론적, 실무적 시사점을 제공한다.