• Title/Summary/Keyword: Intention to adopt

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A study on the factors of elementary school teachers' intentions to use AI math learning system: Focusing on the case of TocToc-Math (초등교사들의 인공지능 활용 수학수업 지원시스템 사용 의도에 영향을 미치는 요인 연구: <똑똑! 수학탐험대> 사례를 중심으로)

  • Kyeong-Hwa Lee;Sheunghyun Ye;Byungjoo Tak;Jong Hyeon Choi;Taekwon Son;Jihyun Ock
    • The Mathematical Education
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    • v.63 no.2
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    • pp.335-350
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    • 2024
  • This study explored the factors that influence elementary school teachers' intention to use an artificial intelligence (AI) math learning system and analyzed the interactions and relationships among these factors. Based on the technology acceptance model, perceived usefulness for math learning, perceived ease of use of AI, and attitude toward using AI were analyzed as the main variables. Data collected from a survey of 215 elementary school teachers was used to analyze the relationships between the variables using structural equation modeling. The results of the study showed that perceived usefulness for math learning and perceived ease of use of AI significantly influenced teachers' positive attitudes toward AI math learning systems, and positive attitudes significantly influenced their intention to use AI. These results suggest that it is important to positively change teachers' perceptions of the effectiveness of using AI technology in mathematics instruction and their attitudes toward AI technology in order to effectively adopt and utilize AI-based mathematics education tools in the future.

A Design of Context-Aware Middleware based on Web Services in Ubiquitous Environment (유비쿼터스 환경에서 웹 서비스에 기반한 상황 인식 미들웨어의 설계)

  • Song, Young-Rok;Woo, Yo-Seob
    • Journal of the Institute of Convergence Signal Processing
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    • v.10 no.4
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    • pp.225-232
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    • 2009
  • Context-aware technologies for ubiquitous computing are necessary to study the representation of gathered context-information appropriately, the understanding of user's intention using context-information, and the offer of pertinent services for users. In this paper, we propose the WS-CAM(Web Services based Context-Aware Middleware) framework for context-aware computing. WS-CAM provides ample power of expression and inference mechanisms to various context-information using an ontology-based context model. We also consider that WS-CAM is the middleware-independent structure to adopt web services with characteristic of loosely coupling as a matter of communication of context-information. In this paper, we describe a scenario for lecture services based on the ubiquitous computing e e e e e e to verify the utilization of WS-CAM We also show an example of middleware-independent system expansion to display the merits of web-based services. WS-CAM for lecture services represented context-information itodomaits as OWL-based ontology model effectively, and we confirmed the information is inferred to high level context-information by user-defined rules. We also confirmed the context-information is transferred to application services middleware-independently using various web methods provided by web services.

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Mutual Recognition of National Military Airworthiness Authorities: A Streamlined Assessment Process

  • Purton, Leon;Kourousis, Kyriakos I.;Clothier, Reece;Massey, Kevin
    • International Journal of Aeronautical and Space Sciences
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    • v.15 no.1
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    • pp.54-62
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    • 2014
  • The Air and Space Interoperability Council (ASIC) has adopted the European Defence Agency (EDA) process for inter-regulatory military airworthiness authority recognition. However, there are gaps in the application of this process to nations outside of the European Union. This paper proposes a model that can effectively map diverse technical airworthiness regulatory frameworks. This model, referred to as the Product-Behaviour-Process (PBP) Bow-Tie model, provides the systematic structure needed to represent and compare regulatory frameworks. The PBP Bow-Tie model identifies key points of difference that need to be addressed, during inter-agency recognition between the two regulatory authorities. With the intention to adopt global use of the EDA process, the proposed PBP Bow-Tie model can be used as a basis for the successful recognition of regulatory frameworks outside of the European Union. Iris plots produced from the implementation of this model are presented, and proposed as a suitable means of illustrating the outcome of an assessment, and of supporting the comparisons of results. A comparative analysis of the Australian Defence Force and New Zealand Defence Force airworthiness regulatory frameworks is used as a case study. The case study clearly illustrates the effectiveness of the model in discerning regulatory framework differences; moreover, it has offered an opportunity to explore the limitations of the Iris plot.

User Acceptance of Virtual Personal Assistant Devices : An Extended Perspective of Perceived Value (가상개인비서 기기의 소비자 수용에 관한 연구 : 사용자의 지각된 가치를 중심으로)

  • Yang, HeeTae
    • The Journal of the Korea Contents Association
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    • v.17 no.10
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    • pp.179-189
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    • 2017
  • The purpose of this paper is to develop a comprehensive research model that can explain potential customers' intentions to adopt and use VPA(Virtual Personal Assistants) devices. This study proposes and validates a new theoretical model that extends the perceived value theory. Partial least squares analysis is employed to test the research model and corresponding hypotheses on data collected from 313 survey samples. Perceived value, perceived usefulness, perceived enjoyment are important factors affecting the adoption of VPA devices. To increase potential users' intention to use, VPA device manufacturers should not only focus on developing utilitarian functions but also fun features based on open development echo-system. This study is the important empirical attempt to examine user acceptance of VPA devices, as most of the prior literature has concerned analysis of usage patterns or technical features.

A Study on the Effects of Service Quality of Financial Industry on Service Performance-Based on Mutual Savings Bank (금융 산업의 서비스 품질이 서비스 성과에 미치는 영향에 관한 연구-저축은행을 중심으로)

  • Lee, Hyung-Mok;Lee, Sang-Shik;Kim, Jong-Weon
    • Journal of Korea Society of Industrial Information Systems
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    • v.17 no.4
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    • pp.99-114
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    • 2012
  • Mutual savings banks have today met many difficulties because of various reasons. To overcome these difficulties, they have to change to be more customer centric and to adopt customer satisfaction management so that they can satisfy customers asking for diversified and professional service. This study aims to investigate the relationship between various dimensions of service quality and service performance such as customer satisfaction, customer trust, and repurchase intension. This study categorized service quality as interaction quality, outcome quality, and physical environment quality. Moreover, this study examined whether interest sensitivity and bank reputation had the moderating effects between service quality and service performance. The study results may provide practitioners and researchers in financial industry with some implications and guidelines for mutual savings banks' competitiveness.

Testing for Use and Acceptance of Internet Banking Based on UTAUT Model (UTAUT모형을 이용한 사용자 수용연구)

  • Park, Young-Bae;Park, Hyun-Jee
    • Journal of Korea Society of Industrial Information Systems
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    • v.22 no.1
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    • pp.11-21
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    • 2017
  • Internet Banking Offers Major Advantages for Both Banks and Customers. However, Not All People have equal Access or Skills to use such Services. The Main Objective of this Study is to Understand the Fctors Influencing Internet Banking Usage we Developed a Research Model Drawing from the UTAUT and Digital Divide Research. The Model was Tested and find more than 90% of Variance of Internet Banking Usage was Explained by the Model. Results Demonstrate that the Strongest Factor Influencing the Intention to adopt Internet Banking Services is the Degree to which an Individual Believes that it is Safe to use such Services. In the Paper, all the Hypotheses Except for the Hypothesis on the Effort Expectation are Accepted with Statistical Significance.

Improving the Decision-Making Process in the Higher Learning Institutions via Electronic Records Management System Adoption

  • Mukred, Muaadh;Yusof, Zawiyah M.;Mokhtar, Umi Asma';Sadiq, Ali Safaa;Hawash, Burkan;Ahmed, Waleed Abdulkafi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.15 no.1
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    • pp.90-113
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    • 2021
  • Electronic Records Management System (ERMS) is a computer program or set of applications that is utilized for keeping up to date records along with their storage. ERMS has been extensively utilized for enhancing the performance of academic institutions. The system assists in the planning and decision-making processes, which in turn enhances the competencies. However, although ERMS is significant in supporting the process of decision-making, the majority of organizations have failed to take an initiative to implement it, taking into account that are some implementing it without an appropriate framework, and thus resulted in the practice which does not meet the accepted standard. Therefore, this study identifies the factors influencing the adoption of ERMS among employees of HLI in Yemen and the role of such adoption in the decision-making process, using the Unified Theory of Acceptance and Use of Technology (UTAUT) along with Technology, Organization and Environment (TOE) as the underpinning theories. The study conducts a cross-sectional survey with a questionnaire as the technique for data collection, distributed to 364 participants in various Yemeni public Higher Learning Institutions (HLI). Using AMOS as a statistical method, the findings revealed there are significant and positive relationships between technology factors (effort expectancy, performance expectancy, IT infrastructure and security), organizational factors (top management support, financial support, training, and policy),environmental factors (competitiveness pressure, facilitating conditions and trust) and behavioral intention to adopt ERMS, which in return has a significant relationship with the process of decision-making in HLI. The study also presents a variety of theoretical and empirical contributions that enrich the body of knowledge in the field of technology adoption and the electronic record's domain.

A Study on The Effect of Perceived Value and Innovation Resistance Factors on Adoption Intention of Artificial Intelligence Platform: Focused on Drug Discovery Fields (인공지능(AI) 플랫폼의 지각된 가치 및 혁신저항 요인이 수용의도에 미치는 영향: 신약 연구 분야를 중심으로)

  • Kim, Yeongdae;Kim, Ji-Young;Jeong, Wonkyung;Shin, Yongtae
    • KIPS Transactions on Computer and Communication Systems
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    • v.10 no.12
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    • pp.329-342
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    • 2021
  • The pharmaceutical industry is experiencing a productivity crisis with a low probability of success despite a long period of time and enormous cost. As a strategy to solve the productivity crisis, the use cases of Artificial Intelligence(AI) and Bigdata are increasing worldwide and tangible results are coming out. However, domestic pharmaceutical companies are taking a wait-and-see attitude to adopt AI platform for drug research. This study proposed a research model that combines the Value-based Adoption Model and the Innovation Resistance Model to empirically study the effect of value perception and resistance factors on adopting AI Platform. As a result of empirical verification, usefulness, knowledge richness, complexity, and algorithmic opacity were found to have a significant effect on perceived values. And, usefulness, knowledge richness, algorithmic opacity, trialability, technology support infrastructure were found to have a significant effect on the innovation resistance.

A Study on Influencing factors and strategic market segmentation for diffusing ATCA based network equipments (ATCA 기반 통신 장비의 수요 요인 분석 및 도입 전략에 관한 연구)

  • Yoo Jae-heung;Ha Im-sook;Choi Mun-kee
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.7B
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    • pp.450-463
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    • 2005
  • This paper aims to find influencing factors for firms to adopt network equipments which based on Advanced Telecom Computing Architecture (ATCA). ATCA suggests a standardized specification for telecom equipments design. This new paradigm of developing network equipment provides benefits for network equipment manufacturers by reducing development time for new equipments with lower CapEx and OpEx. It also deliver oportunities for telecom services providers to exploit or test new services by replacing or upgrading part of total system with modular based network equipments. The research model basically depends on various researches based on Rogers' Innovation and Diffusion theory and it is verified through an empirical study for ninety-one domestic forms. Binary logistic regression was conducted to find the relationship between purchase intention and factors affecting new technology adoption. As a result, two factors such as scalability and cost/benefit effectiveness of the new system were statistically significant. Cluster analysis followed with those two variables. This helps TEMs (Telecom Equipments Manufacturers) get some implications on timing and target customers for diffusing the ATCA based technologies in the market.

Differentiation of Chest of Drawers in Traditional Furniture - Focusing on Korea, Japan, and the West - (전통 가구의 서랍장 비교 - 한국, 일본, 서구 중심으로 -)

  • Moon, Sun-Ok
    • Journal of the Korea Furniture Society
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    • v.22 no.2
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    • pp.101-111
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    • 2011
  • The intention is to explore the differentiation or evolution of the chest of drawers in traditional Korean, Western, and Japanese furniture in order to know how the drawers currently becoming popular in Korea were developed historically. The Korean furniture centered in $Jang$, $Nong$, and $Bandazi$ used in the tradition generally, the Western furniture involved in drawers, and the Japanese furniture called $Tansu$ in Japanese called the chest of drawers were focused on the study because the Western and Japanese drawers affected the development of the chest of drawers in Korean furniture during the late 19th century and the Japanese Ruling Era, respectively. As a result, the Korean furniture was not shown the chest of drawers but only small drawers that store small items located in the upper part of $Jang$, $Nong$, and $Bandazi$ mostly used as wardrobe, while the traditional Japanese furniture developed from Edo period (1607-1868) had showed a wide variety of chest of drawers like $Isho-dansu$, $Mizuya-dansu$, $Kusuri-dansu$, $Cho-dansu$, $Funa-dansu$, $Kaidan-dansu$, $Nagamochi-dansu$, $Kuruma-dansu$, and so on, for specialized storage. And in the traditional Western furniture were presented the chest like a large-box form, mule chest, chest of drawers, cabinet, commode, highboy, tallboy, wardrobe, secretary drawer and bureau with document drawer invented and evolved throughout the 15th-18th century. Therefore, the chest of drawers in contemporary Korean furniture is supposed to adopt the Japanese and Western drawer form and to ensure the continual production from the obvious utility of the design with decoration for our current everyday lives.

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