• Title/Summary/Keyword: 인지된 사용 용이성

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Understanding Elementary School Teachers' Intention to Use Artificial Intelligence in Mathematics Lesson Using TPACK and Technology Acceptance Model (TPACK과 기술수용모델을 활용한 초등교사의 수학 수업에서 인공지능 사용 의도 이해)

  • Son, Taekwon;Goo, Jongseo;Ahn, Doyeon
    • Education of Primary School Mathematics
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    • v.26 no.3
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    • pp.163-180
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    • 2023
  • This study aimed to investigate the factors influencing the intentions of elementary school teachers to use artificial intelligence (AI) in mathematics lessons and to identify the essential prerequisites for the effective implementation of AI in mathematics education. To achieve this purpose, we examined the structural relationship between elementary school teachers' TPACK(Technological Pedagogical Content Knowledge) and the TAM(Technology Acceptance Model) using structural equation model. The findings of the study indicated that elementary school teachers' TPACK regarding the use of AI in mathematics instruction had a direct and significant impact on their perceived ease of use and perceived usefulness of AI. In other words, when teachers possessed a higher level of TPACK competency in utilizing AI in mathematics classes, they found it easier to incorporate AI technology and recognized it as a valuable tool to enhance students' mathematics learning experience. In addition, perceived ease of use and perceived usefulness directly influenced the attitudes of elementary school teachers towards the integration of AI in mathematics education. When teachers perceived AI as easy to use in their mathematics lessons, they were more likely to recognize its usefulness and develop a positive attitude towards its application in the classroom. Perceived ease of use, perceived usefulness, and attitude towards AI integration in mathematics classes had a direct impact on the intentions of elementary school teachers to use AI in their mathematics instruction. As teachers perceived AI as easy to use, valuable, and developed a positive attitude towards its incorporation, their intention to utilize AI in mathematics education increased. In conclusion, this study shed light on the factors influencing elementary school teachers' intentions to use AI in mathematics classes. It revealed that teachers' TPACK plays a crucial role in facilitating the integration of AI in mathematics education. Additionally, the study emphasized the significance of enhancing teachers' awareness of the advantages and convenience of using AI in mathematics instruction to foster positive attitudes and intentions towards its implementation. By understanding these factors, educational stakeholders can develop strategies to effectively promote the utilization of AI in mathematics education, ultimately enhancing students' learning outcomes.

Influence of User Innovativeness and Knowledge Base on Acceptance of Voice Shopping (사용자의 혁신성 및 지식수준이 가상비서 기반 음성쇼핑의 이용에 미치는 영향)

  • Jo, Woong;Ahn, Suho;Chung, Doohee
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.2
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    • pp.153-169
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    • 2020
  • A new way of shopping based on virtual assistant, so called voice shopping, is drawing attention. The voice shopping market is growing around the world, and Korea is on the verge of full-scale commercialization of this new shopping. For the development of voice shopping-related industries, it is necessary to research on specific issues related to this new shopping methods, such as the quality of services, efficient processes tailored to new ways, and ways to build customer relationships. As part of such an attempt, the study seeks to determine the factors that affect consumers' perception and attitudes toward voice shopping. The study conducted the analysis based on survey response data of 171 online shopping users. In addition to the typical factors of the technology acceptability model(TAM) such as perceived usefulness and ease of use, the impact of perceived playfulness was included for analyzing the intention on the acceptance of voice shopping. In particular, this study focuses on the impact of user attributes. For the spread of voice shopping, it is necessary to set up a valid target customer and understand users for establishing an effective customer relationship. Therefore, this study tries to analyze how the perceptions on the voice shopping(perceived usefulness, ease of use, and perceived playfulness) are affected by users' attributes, such as user innovativeness and user knowledge level. The result of analysis shows that user innovativeness have a positive relationship with all of perceived usefulness, ease of use, and perceived playfulness. The user knowledge base, however, was not significant to all these three variables. The user knowledge base is shown to have a positive effect on user innovativeness which is the source of positively significant factor for the variable of the perceptions on the voice shopping. Meanwhile, among the variables of extended technology acceptance model, perceived usefulness and perceived playfulness have positive effects on the acceptance of voice shopping, while ease of use has no significant impact on the voice shopping acceptance. Ease of use has a positive relationship with perceived usefulness and playfulness. This study is meaningful in providing implications on the development of voice shopping platforms and related services, and establishment of customer relationship.

Intention to Use Mobile Delivery Application Services, Depending on Personal Innovativeness and Self-Efficacy (개인혁신성과 자기효능감이 모바일 배달 어플리케이션 서비스 이용의도에 미치는 영향)

  • Park, Min-Hee;Kwon, Mahnwoo
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.440-448
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    • 2017
  • This study aims to determine the factors affecting people's intention to use mobile delivery application services. The technology acceptance model (TAM) was employed and a survey was conducted on 300 delivery application users. As a result, personal innovativeness was found to have a positive effect on perceived ease of use and perceived playfulness. Self-efficacy turned out to have a positive influence on perceived ease of use and perceived playfulness. Next, perceived ease of use was found to positively affect both perceived usefulness and perceived playfulness, and perceived usefulness and playfulness had a positive effect on the intention to use the service as well. Lastly, personal innovativeness and self-efficacy were found to have a significant indirect influence on the intention to use the service. This study suggests users can be induced to voluntarily and continuously use the service, if their personal characteristics and perception of the service are considered in the future development of the service.

The Influence of Dominant Design Factors on Intention to Use Smartphone Continuously (지배적 디자인 속성이 스마트폰 지속사용의도에 미치는 영향)

  • Nam, Soo-tai;Kim, Do-goan;Jin, Chan-yong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.05a
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    • pp.111-113
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    • 2018
  • 우리나라 스마트폰 이용자는 경제활동 대부분이 사용하고 있으며 초기 형성단계를 지나 포화상태에 도달한 것으로 전문가들은 내다보고 있다. 본 연구는 지배적 디자인 속성이 스마트폰 사용자의 지속사용의도에 미치는 영향을 알아보고자 하였다. 예측변수로는 확장 기술수용모델에서 제시된 인지된 유용성, 인지된 사용 용이성을 선택하였고 지배적 디자인 속성, 인지된 가치를 매개 조절변수, 종속변수는 지속사용의도를 선택하여 개념모델을 완성하였다. 연구대상은 중국 시안과학기술대학교 대학생 및 대학원생을 대상으로 160명이며 설문을 통해 기초 데이터를 수집하였다. 인구통계학적인 분석은 IBM SPSS Statistics 19로 하였고 AMOS (analysis of moment structures)를 사용하여 확인적 요인분석과 변수 간의 인과관계에 대한 경로분석을 실시하였다. 분석결과를 바탕으로 실무적 및 학문적 시사점을 논의하고자 한다.

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A Study on the Relationship Between Smart Mobile Devices Use and Work Performances of Public Agencies: Focused on verification of the relationship between performances using TAM (공공기관 근무자의 스마트 모바일기기 사용과 업무성과의 관계에 관한 연구: TAM 모형을 활용한 업무성과와의 관계 검증을 중심으로)

  • Lim, Sung-Jin;Han, Kyeong-Seok;Jung, Mi-Ra
    • Journal of Digital Contents Society
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    • v.18 no.7
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    • pp.1465-1474
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    • 2017
  • The study analyzed how the user uses the smart mobile device to assess the effects of the user's acceptance factor and user-factors affecting the work performance of Public Agencies. And Prove that leveraging smart devices can improve your business performance, It was aimed at making strategic recommendations to improve the suitability of smart mobile devices and Tasks. Smart mobile devices User Innovation has affected Usefulness, such as B=.296. p.000, it also affected Perceived Ease-of-Use, such as B=.326, p.000. job fitness has affected Perceived Ease-of-Use, such as B=.261, p.001. Usefulness and Ease-of-Use had a positive affect on work performance. Each of affect on much of B=.382 and B=.488(p.000). At the conclusion, it has been validated that the effects of smart mobile devices user Innovation and job fitness on work performances are mediated by perceived usability and perceived ease of use of the smart mobile device.

Factors affecting the Continuance Usage Intention of Biometric Technology : Comparing Dark Scenario with Bright Scenario (생체인식기술의 지속사용의도에 영향을 미치는 요인에 관한 연구 : 다크 시나리오와 브라이트 시나리오의 비교)

  • Lee, Byung-Yong;Kim, Min-Yong
    • The Journal of Society for e-Business Studies
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    • v.16 no.3
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    • pp.1-22
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    • 2011
  • The purpose of this study is to verify the relationship between expectancy confirmation and continuance usage intention in biometric technology. We extend the continuance usage intention model, TAM and expectation confirmation theory by adding perceived privacy, perceived security and trust. Results was analyzed by using structural equations model. The results show that satisfaction and perceived usefulness have positive effect on continuance usage intention in the bright scenario. Perceived privacy and perceived security are positive factors on perceived usefulness, and perceived privacy is positive effect on perceived security. On the other hand, the respondents who are exposed to the dark scenario have negative effects on the perceived privacy, perceived security and trust. And finally, trust has no significant effect on the perceived usefulness.

Factors Influencing the Intention to Use Mobile Services in Academic Libraries (대학도서관 모바일 서비스 이용 의도에 미치는 영향 요인 분석)

  • Kim, Sung-Jin
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.25 no.1
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    • pp.85-105
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    • 2014
  • The purpose of this study is to identify the factors that influence users' intention to use mobile services in academic libraries, based on the Davis' Technology Acceptance Model. This study employed both perceived usefulness and perceived ease of use, which were core variables in TAM, and added perceived playfulness that was recently applied to many researches on mobile system acceptance intention. As external variables, ubiquitous ability, context awareness, and mobile internet self-efficacy were employed. The data was collected from 325 surveys from two academic libraries and was analyzed with SPSS 18.0 and AMOS 21.0. As a result, perceived usefulness was the most significant factor in predicting users' acceptance intention and perceived ease of use was an indirect determinant of service usage. But perceived playfulness was not significantly correlated. Ubiquitous ability among external variables had a significant effect on perceived usefulness, context awareness did on both perceived playfulness and ease of use, and mobile internet self-efficacy did on perceived ease of use. Based on the findings, this study discussed theoretical and practical implications in academic library mobile service area.

A Development of a Design Prototype of Wearable Computer For a Daily Life-based Application (실생활 응용서비스를 위한 웨어러블 컴퓨터의 디자인 프로토타입의 개발)

  • 양은실;조현이;이주현
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 2003.05a
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    • pp.141-147
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    • 2003
  • 본 연구의 목적은 사용성과 평가에 기초하여 사용성과 착용성 평가에 기초하여 웨어러블 컴퓨터의 디자인 프로토타입을 개발하는 것으로서, 실증적 자료를 토대로 하여 웨어러블 컴퓨터의 디자인 적합성 및 물리적 인터페이스 속성을 개선하는데 목표를 두었다. 본 연구에서는 이를 위하여 웨어러블 컴퓨터에 디자인 시안 1종을 실물로 제작하고 컴퓨팅에 능숙한 일반 사용자 10명과 택배직에 종사하는 전문 사용자10명을 대상으로 디자인 시안을 사용하게 한 후, 디자인 시안의 사용성과 착용성을 평가하기 위한 심층면접을 실시하였으며, 그 결과 도출된 문제점을 실증적으로 분석하였다. ‘외관’, ‘관리의 용이성’, ‘컴퓨팅 기기 위치의 적절성’, ‘와이어 경로의 적절성’, ‘조작의 용이성’, ‘위험성’, ‘유용성’, ‘인지적 변화’, 의 9가지 항목별로 정성적, 정량적 분석결과를 도출하였으며, 이러한 결과를 기반으로 디자인 시안의 세부적인 디자인 수정안을 도출하였으며, 사용성과 착용성 평가를 바탕으로 한 현재의 기술을 통해 구현 가능한 웨어러블 컴퓨터의 디자인 프로토타입의 기본형을 그래픽 시뮬레이션으로 제시하였다.

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The Influence of Users' Perception of Digital Convergence Media upon Use Intention (디지털 융합미디어에 대한 수용자 인지가 사용의도에 미치는 영향)

  • Kim, In-Kyung;Park, Won-Jun
    • The Journal of the Korea institute of electronic communication sciences
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    • v.6 no.3
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    • pp.363-369
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    • 2011
  • The purpose of this study was to examine the influence of users' perception of convergence media which were appeared with technological development upon the actual intention of use. Study findings show that when the perceived usefulness of convergence media was high, use intention was high as well. In addition, when the perceived ease of use was high, use intention was high as well. Use intention had significance influence upon the extent of actual use. This finding implies the fact that when use intention is higher, convergence media are more frequently used in reality. On the other hand, when innovation resistance is higher, the perceived ease of use, use intention and media intimacy are lower. In the end, due to innovation resistance, the use intention of media becomes lower and the use of convergence media is delayed.

A Study of Factors Influencing the Intention to Use Smartphone (스마트폰 사용 의도에 영향을 미치는 요인 연구)

  • Lee, Moon-Bong
    • Journal of Korea Society of Industrial Information Systems
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    • v.16 no.4
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    • pp.139-149
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    • 2011
  • Smartphone is a new information technology that converges PDA into a mobile phone. Based on the Technology Acceptance Model, this study examines factors influencing the intention to use smartphone. Independent variables of this research are composed of the subjective norm, innovativeness, perceived usefulness, perceived ease of use, perceived enjoyment, cost relevance. Questionnaires are collected from 289 students who are using a smartphone. The results are following: first, the subjective norm, innovativeness, perceived usefulness, the perceived enjoyment, and cost relevance have positive effect on the intention to use smartphone, but the perceived ease of use has not. Second, the perceived enjoyment is found to be the strongest predictor of the intention to use.