• 제목/요약/키워드: new learning paradigm

검색결과 202건 처리시간 0.027초

웹기반 원격교육시스템을 활용한 경영학 교육 (Management Education by Utilizing the Cyber Education Learning System)

  • 홍용기
    • 경영과정보연구
    • /
    • 제5권
    • /
    • pp.249-285
    • /
    • 2000
  • This paper discusses management education by utilizing the cyber education learning system in a web-based. New learning system tools offer great promise for a new contents of management learning. The cyber education learning system a shift from face-to-face lecturing to interactive learning. The situation changes profoundly when information technology becomes develope and education paradigm is shift. By exploiting the digital media. educations, and students, managers can shift to a new, more effect cyber education learning system. The following shift from classic educations to cyber educations learning system: from instruction to construction, from teacher-centered to learner-centered, from school to lifelong, from one-size-fits-all to customized, from teacher as transmitter to teacher as facilitator. Cyber education learning system has an important role to play in management education. Web-based technology is regarded as a general solution to cyber education learning. This study discussed many factors of implementation in cyber education systems and provide utilizing the learning system at main, detail functions. Lastly, management implications of these cyber education utilize are discussed in more detail.

  • PDF

An Introduction of Machine Learning Theory to Business Decisions

  • Kim, Hyun-Soo
    • 한국경영과학회지
    • /
    • 제19권2호
    • /
    • pp.153-176
    • /
    • 1994
  • In this paper we introduce machine learning theory to business domains for business decisions. First, we review machine learning in general. We give a new look on a previous framework, version space approach, and we introduce PAC (probably approximately correct) learning paradigm which has been developed recently. We illustrate major results of PAC learning with business examples. And then, we give a theoretical analysis is decision tree induction algorithms by the frame work of PAC learning. Finally, we will discuss implications of learning theory toi business domains.

  • PDF

열린수학과 모델링 (Open mathematics education and Modelling)

  • 조완영;권성룡
    • 대한수학교육학회지:수학교육학연구
    • /
    • 제8권2호
    • /
    • pp.663-677
    • /
    • 1998
  • The development of Science and Technology and the social change require new paradigm in Education. In a traditional paradigm, learners have been regarded as a passive being and knowledge could be transmitted to learner. But within this paradigm, it is difficult to confront the social change and to develop problem solving skills in various context. This results in a new, alternative perspective, Constructive paradigm. As an alternative to the traditional settings, Constructive paradigm emphasizes the learner centered instruction. The reform movement in mathematics education including NCTM's standards revolves around this paradigm and the open education movement in our educational system is based on it. Open education values learner's interest, autonomy and internal motivation in learning. However, open education has been misunderstood by most of the teachers. It should be understood as the change of paradigm. In this study, as a way of helping students connect mathematics to their everyday lives and construct meaningful mathematical knowledge and concept, mathematical modelling is suggested. It consists of posing and specifying the real problem, formulation and constructing a mathematical model, analyzing and solving a mathematical problem. interpreting the solution and comparing with reality and communicating results. In this process, technology like computer can be a powerful tool. It can help students explore various problems more easily and concretely.

  • PDF

지역 대학 e-Learning 센터의 전략적 역할분석에 관한 연구 (An Empirical Assessment of the Strategic Roles of e-Learning Center in the Community of Local Universities)

  • 정대율;김권수
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제14권2호
    • /
    • pp.75-99
    • /
    • 2005
  • Today, many universities are confronted with the changing education paradigm such as e-learning, Distance Education, Virtual University, This IT-based teaming paradigm shift is certainly a new opportunity or a threat to our universities. To overcome this problem the universities should think e-Learning as strategic weapon, such as many firms created competitive weapons from the information systems at the 1980s. So, e-Learning system can be a SIS(Strategic Information System) which supports university's future education strategies. To build a e-Learning system, not only many H/W and S/W resources but also expert personnels are required. An organization such as local university who is week at financial status can't himself plan the system. The Local University Community e-Learning Centers that support the demand of e-learning for their community are recommended. In order to operate these centers efficiently, the strategic roles of the e-Learning center should first be defined. To define the strategic roles, We classified the strategic roles of the e-Learning center into four dimensions, (1) to improve management efficiency, (2) to enhance educational service, (3) to acquire competitive advantages, (4) to build new education infrastructure, and each dimension has 5 or 6 measurement items. As result, to enhance the educational service was considered as the most significant factor among the four dimensions of strategic roles, and the infrastructure building was the next. We also tried to find the difference for each factor by the characteristics of responsor. The data showed that there was litter difference between the groups in evaluating the significance of strategic roles of e-learning centers. Through the strategic roles definition and analysis of expected role ratings, we could have recommended the direction and operation policies of the e-Loaming centers.

  • PDF

수학과 수행평가의 이론적 기저에 관한 연구 (A Study on the Theoretical Background of Performance Assessment in Mathematics Education)

  • 이대현
    • 한국수학교육학회지시리즈A:수학교육
    • /
    • 제40권1호
    • /
    • pp.67-75
    • /
    • 2001
  • Since performance assessment was introduced in Korea in the middle of 1990, many problems which include its definition, characters, methods and scorings etc., raised in mathematics education worlds. Therefore this paper presents the theoretical background of performance assessment in mathematics education. Contemporary teaching and loaming theories reject stimulus-response theory which emphasizes outcome. Performance assessment emphasizes the assessment which reveal learning process and various strategies. And it bases on constructivism and socio-cultural perspective. This paper presents paradigms which guide the roles and purposes of assessment. The paradigms include conventional paradigm, constructivist paradigm and critical paradigm. There is a close correlation between constructivist paradigm and performance assessment. Assessment has to grasp the development of present and the possibility of development of future of the students. Performance assessment must be fixed the new paradigm of education for this purpose.

  • PDF

A new method to detect attacks on the Internet of Things (IoT) using adaptive learning based on cellular learning automata

  • Dogani, Javad;Farahmand, Mahdieh;Daryanavard, Hassan
    • ETRI Journal
    • /
    • 제44권1호
    • /
    • pp.155-167
    • /
    • 2022
  • The Internet of Things (IoT) is a new paradigm that connects physical and virtual objects from various domains such as home automation, industrial processes, human health, and monitoring. IoT sensors receive information from their environment and forward it to their neighboring nodes. However, the large amounts of exchanged data are vulnerable to attacks that reduce the network performance. Most of the previous security methods for IoT have neglected the energy consumption of IoT, thereby affecting the performance and reducing the network lifetime. This paper presents a new multistep routing protocol based on cellular learning automata. The network lifetime is improved by a performance-based adaptive reward and fine parameters. Nodes can vote on the reliability of their neighbors, achieving network reliability and a reasonable level of security. Overall, the proposed method balances the security and reliability with the energy consumption of the network.

의료 AI 중추 기술 동향 (Technical Trends of Medical AI Hubs)

  • 최재훈;박수준
    • 전자통신동향분석
    • /
    • 제36권1호
    • /
    • pp.81-88
    • /
    • 2021
  • Post COVID-19, the medical legacy system will be transformed for utilizing medical resources efficiently, minimizing medical service imbalance, activating remote medical care, and strengthening private-public medical cooperation. This can be realized by achieving an entire medical paradigm shift and not simply via the application of advanced technologies such as AI. We propose a medical system configuration named "Medical AI Hub" that can realize the shift of the existing paradigm. The development stage of this configuration is categorized into "AI Cooperation Hospital," "AI Base Hospital," and "AI Hub Hospital." In the "AI Hub Hospital" stage, the medical intelligence in charge of individual patients cooperates and communicates autonomously with various medical intelligences, thereby achieving synchronous evolution. Thus, this medical intelligence supports doctors in optimally treating patients. The core technologies required during configuration development and their current R&D trends are described in this paper. The realization of the central configuration of medical AI through the development of these core technologies will induce a paradigm shift in the new medical system by innovating all medical fields with influences at the individual, society, industry, and public levels and by making the existing medical system more efficient and intelligent.

사회 학습 기제로서 IJA와 RJA의 비교: 인간-아바타 머리/손 상호작용을 이용한 연구 (Comparing Initiating and Responding Joint Attention as a Social Learning Mechanism: A Study Using Human-Avatar Head/Hand Interaction)

  • 김민규;김소연;김광욱
    • 정보과학회 논문지
    • /
    • 제43권6호
    • /
    • pp.645-652
    • /
    • 2016
  • 사회학습기제(Social learning mechanisms) 가운데 공동주의(Joint Attention; JA)는 인간의 학습에 핵심적 역할을 하는 것으로 알려져 왔다. 그러나 기존 인간 대 인간 상호작용 연구 방법론으로는 JA 요소 별 상호작용(예: 손 또는 머리)에 대한 연구가 어려웠다. 본 연구에서는 인간-아바타 상호작용(Human-Avatar Interaction)과 가상현실(Virtual Reality) 방법론을 시험적으로 적용하여 JA 요소 별 상호작용을 연구할 수 있는 프로그램을 만들고, 이를 활용하여 정상군의 상호작용에 대하여 2회에 걸친 실험으로 연구하였다. 본 연구 결과에 따르면 상호작용 방법론(손 또는 머리)에 상관없이 능동적 JA(Initiating JA: IJA)가 반응적 JA (Responding JA: RJA)보다 정보처리를 촉진시켰으며, 손을 이용한 상호작용이 머리를 이용한 상호작용 보다 상대적으로 정보처리에 영향을 많이 주는 것을 확인하였다. 본 연구 결과에 대한 잠재적 해석과 연구로써의 한계에 대하여 본 논문에서 논의하였다.

Digitalization and Diversification of Modern Educational Space (Ukrainian case)

  • Oksana, Bohomaz;Inna, Koreneva;Valentyn, Lihus;Yanina, Kambalova;Shevchuk, Victoria;Hanna, Tolchieva
    • International Journal of Computer Science & Network Security
    • /
    • 제22권11호
    • /
    • pp.11-18
    • /
    • 2022
  • Linking Ukraine's education system with the trends of global digitalization is mandatory to ensure the sustainable, long-term development of the country, as well as to increase the sustainability of the education system and the economy as a whole during the crisis period. Now the main problems of the education system in Ukraine are manifested in a complex context caused by Russian armed aggression. In the context of war, problems include differences in adaptation to online learning among educational institutions, limited access to education for vulnerable groups in the zone of active hostilities, the lack of digital educational resources suitable for online learning, and the lack of basic digital skills and competencies among students and teachers necessary to properly conduct online classes. Some of the problems of online learning were solved in the pandemic, but in the context of war Ukrainian society needs a new vision of education and continuous efforts of all social structures in the public and private environment. In the context of war, concerted action is needed to keep education on track and restore it in active zones, adapting to the needs of a dynamic society and an increasingly digitized economy. Among the urgent needs of the education system are a change in the teaching-learning paradigm, which is based on content presentation, memorization, and reproduction, and the adoption of a new, hybrid educational model that will encourage the development of necessary skills and abilities for students and learners in a digitized society and enable citizens close to war zones to learn.

Design and Evaluation of a Social Networking Site (SNS) Supported Collaborative Learning Environment for Vocabulary Learning

  • YANG, Wanping;PAN, Yingying
    • Educational Technology International
    • /
    • 제23권1호
    • /
    • pp.41-66
    • /
    • 2022
  • Vocabulary learning plays an important role in language learning. This study explored a new paradigm based on social networking site (SNS) supported collaborative learning for vocabulary learning. SNS supported collaborative learning (SSCL) can effectively promote learners' engagement, interest and motivation by providing a more communicative and interactive environment. However, vocabulary learning studies on SSCL mainly focused on the effectiveness and influencing factors, lacking specific instructional strategies. Therefore, this study aims to develop instructional strategies that guide instructors to create an SSCL environment for facilitating vocabulary learning. The final instructional strategies are composed of three stages according to the course process, consisting of 8 general strategies and 21 specific guidelines. The content validity was ensured by four experts in the field of educational technology. The instructional strategies were then applied in an actual classroom with 16 students. The positive responses from the instructor and learners indicated that SSCL can be reasonably incorporated into the current curriculum to provide effective learning opportunities and to promote learners' vocabulary learning.