• Title/Summary/Keyword: Models, educational

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Teaching Multiplication with Whole Numbers in Elementary School Mathematics -Focusing on the Introduction of the Concept of Multiplication and Multiplication Facts- (초등수학에서 자연수 곱셈 지도 -곱셈의 도입과 곱셈 구구를 중심으로-)

  • Chong, Yeong Ok
    • School Mathematics
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    • v.15 no.4
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    • pp.889-920
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    • 2013
  • The aim of this study is to look into the didactical background for introducing the concept of multiplication and teaching multiplication facts in elementary school mathematics and offer suggestions to improve teaching multiplication in the future. In order to attain these purposes, this study deduced and examined concepts of multiplication, situations involving multiplication, didactical models for multiplication and multiplication strategies based on key ideas with respect to the didactical background on teaching multiplication through a theoretical consideration regarding various studies on multiplication. Based on such examination, this study compared and analyzed textbooks used in the United States, Finland, the Netherlands, Germany and South Korea. In the light of such theoretical consideration and analytical results, this study provided implication for improving teaching multiplication in elementary schools in Korea as follows: diversifying equal groups situations, emphasizing multiplicative comparison situations, reconsidering Cartesian product situations for providing situations involving multiplication, balancing among the group model, array model and line model and transposing from material models to structured and formal ones in using didactical models for multiplication, emphasizing multiplication strategies and properties of multiplication and connecting learned facts and new facts with one another for teaching multiplication facts.

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Model Multiplicity (UML) Versus Model Singularity in System Requirements and Design

  • Al-Fedaghi, Sabah
    • International Journal of Computer Science & Network Security
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    • v.21 no.4
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    • pp.103-114
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    • 2021
  • A conceptual model can be used to manage complexity in both the design and implementation phases of the system development life cycle. Such a model requires a firm grasp of the abstract principles on which a system is based, as well as an understanding of the high-level nature of the representation of entities and processes. In this context, models can have distinct architectural characteristics. This paper discusses model multiplicity (e.g., unified modeling language [UML]), model singularity (e.g., object-process methodology [OPM], thinging machine [TM]), and a heterogeneous model that involves multiplicity and singularity. The basic idea of model multiplicity is that it is not possible to present all views in a single representation, so a number of models are used, with each model representing a different view. The model singularity approach uses only a single unified model that assimilates its subsystems into one system. This paper is concerned with current approaches, especially in software engineering texts, where multimodal UML is introduced as the general-purpose modeling language (i.e., UML is modeling). In such a situation, we suggest raising the issue of multiplicity versus singularity in modeling. This would foster a basic appreciation of the UML advantages and difficulties that may be faced during modeling, especially in the educational setting. Furthermore, we advocate the claim that a multiplicity of views does not necessitate a multiplicity of models. The model singularity approach can represent multiple views (static, behavior) without resorting to a collection of multiple models with various notations. We present an example of such a model where the static representation is developed first. Then, the dynamic view and behavioral representations are built by incorporating a decomposition strategy interleaved with the notion of time.

Instruction Fine-tuning and LoRA Combined Approach for Optimizing Large Language Models (대규모 언어 모델의 최적화를 위한 지시형 미세 조정과 LoRA 결합 접근법)

  • Sang-Gook Kim;Kyungran Noh;Hyuk Hahn;Boong Kee Choi
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.47 no.2
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    • pp.134-146
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    • 2024
  • This study introduces and experimentally validates a novel approach that combines Instruction fine-tuning and Low-Rank Adaptation (LoRA) fine-tuning to optimize the performance of Large Language Models (LLMs). These models have become revolutionary tools in natural language processing, showing remarkable performance across diverse application areas. However, optimizing their performance for specific domains necessitates fine-tuning of the base models (FMs), which is often limited by challenges such as data complexity and resource costs. The proposed approach aims to overcome these limitations by enhancing the performance of LLMs, particularly in the analysis precision and efficiency of national Research and Development (R&D) data. The study provides theoretical foundations and technical implementations of Instruction fine-tuning and LoRA fine-tuning. Through rigorous experimental validation, it is demonstrated that the proposed method significantly improves the precision and efficiency of data analysis, outperforming traditional fine-tuning methods. This enhancement is not only beneficial for national R&D data but also suggests potential applicability in various other data-centric domains, such as medical data analysis, financial forecasting, and educational assessments. The findings highlight the method's broad utility and significant contribution to advancing data analysis techniques in specialized knowledge domains, offering new possibilities for leveraging LLMs in complex and resource-intensive tasks. This research underscores the transformative potential of combining Instruction fine-tuning with LoRA fine-tuning to achieve superior performance in diverse applications, paving the way for more efficient and effective utilization of LLMs in both academic and industrial settings.

Strategies to Develop a Korean-Contextualized Oncology Nurse Practitioner Program;Comparative Program Evaluation between Korea and the United States (한국적 종양 전문간호사 교육과정의 발전 전략;미국 교과 과정과의 비교분석)

  • Suh, Eun-Young
    • Asian Oncology Nursing
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    • v.6 no.2
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    • pp.93-103
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    • 2006
  • Purpose: With accumulated necessity to develop Advanced Practice Nursing (APN) in Korea, various types of Nurse Practitioner (NP) programs have been recently developed. Unlike the origin of the NP programs in the U.S., in which the lack of primary health care provider preceded the creation of NP education, NP programs in Korea are currently in an early stage in which the scope of practice and educational boundaries are still evolving. Just imitating American models may result in culturally inappropriate and practically non-feasible APN programs in Korea. This article was aimed to evaluate the top-ranked Oncology NP (ONP) programs in U.S. with those in Korea. Method: Using the Donabedian paradigm, the educational structure, process, and outcome were compared and contrasted between two countries. Results: The findings of this paper demonstrated that many aspects of structure of the Korean program are similar to those of the Americans with minor differences. Three strategies for future development of ONP program in Korea are suggested. Conclusion: Practical and feasible scope of practice for ONP in Korea should be determined. It needs to embrace every aspects of cancer experience. Also, nursing-oriented and culturally competent practice needs to be identified and incorporated into the ONP practice.

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Improving Public Services Through Methods of Service Design: A Case Study of the Service Design Workshop, Design Dive

  • Yoon, Seong-Won
    • Journal of the Ergonomics Society of Korea
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    • v.31 no.1
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    • pp.85-92
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    • 2012
  • Objective: This paper aims to discuss the case study of Design Dive: Service Design Workshop that was held to improve public services by applying service design methods(February 2011~May 2011). In so doing, it suggests the ways in which public services can be innovated from a design-oriented perspective. Background: As citizens' social and cultural awareness of services is enhanced, there have been emerging needs for innovation of public services. Accordingly, the methods of service design which is to design holistically users' experiences have been considered as an important means to innovate public services. Method: In this regard, the present paper introduces and explores the example of the Design Dive Workshop as a platform whereby service design is achieved. In particular, it analyzes the results of the workshop. Results: The paper presents the results of the workshop and the 10 possible scenarios of public services that were explored in the workshop and suggests models for empowering the workshop participants. Conclusion: Service design is a very effective methodology for providing a new perspective on user-oriented design of public services. The workshop had educational effects on enhancing the participants' awareness of the role of public service design. Application: The Design Dive workshop contributed to improving public services and achieved positive educational results. The methods developed in the workshop can effectively be applied to various occasions on which public services should be improved.

CG Application in Two-Dimensional Desingn Practive (평면디자인 연습에서의 CG응용)

  • 용영무
    • Archives of design research
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    • v.13
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    • pp.105-113
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    • 1996
  • The great development of the modern science enables the information technology including computer to be promoted, which has the great effects on the whole design field. Most of all, the computer has the feature to express the mathmatical formular through the logic and system, which is being used very efficiently in the design work. CG application to the two-dimensional design may be limited in promoting the basic ability synthetically through the direct and molding experience for its attribute, however, it is possible to create the effects on the different level in addition to those from the traditional skill. In particular, we should keep the fact in mind that the CG application in the design field will be able to accomplish the object only under understanding the attributes and functions for it to have. We should carry out the task to agree with. First, it is necessary to develop the various study on the educational environment to make the process to solve the problems and to promote the effects of the educational media in teaching design with the CG application. This study would make plans to approach that the computer can be utilized for the main method to create design despite of being limited in some point. Moreover, it suggests the possibility for the CG application in the course of building up and motiving the models by applied the basic system, which enables the computer to be applied centering around the composition of geometry pattern of the basic course of the two-dimensional design.

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Review of Environmental Education in the US National Parks Service according to Social Transition : A Case Study on Two Pacific Northwest National Parks

  • Myers, Gene;Park, Chung-In
    • Journal of Environmental Science International
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    • v.22 no.4
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    • pp.385-396
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    • 2013
  • National park, as a natural park, has a dual purpose, to promote both protection and enjoyment. The educational activities of the national park can be partly understood as one of the appropriate means to balance its double purposes. This study provides a review of environmental education in the US National Parks according to social transition. Taking historical perspective and case studies, environmental education has played roles in helping the balance between preservation and enjoyment. Since the environmental movement, environmental education goals, particularly understanding the natural processes observable at national parks, has become more a part of the interpretation and education missions of the parks. Also non-governmental and non-profit partners have played important educational-based roles in support of both the National Parks Service and environmental education goals. The two different models also differ in the public's perception of them. Federal employees are resented in some rural areas in the U.S., but the general population automatically attributes authority, friendliness, and national-interestedness to NPS Rangers. This may in turn limit how strongly such staff could serve as strong advocates for the environment. On the other hand, the non-profit may be seen by some as strongly liberally biased and associated with urban wealth. It is also not as universally recognized as the NPS. It can, however, go far to develop new partnerships and undertake public relations. Non-profits vary greatly in quality, also affecting public perception.

A Study on the Effects of Nuclear Power Plant Workers and Organizational Characteristics on Accidents (원전 종사자 및 조직 특성이 사고에 미치는 영향)

  • Kim, Byung-Suk;Jo, Hyun-Woong;Oh, Youngmin
    • Korean System Dynamics Review
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    • v.15 no.2
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    • pp.5-25
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    • 2014
  • The purpose of this study is to analyze the effects of nuclear power plant workers and organizational characteristics on accidents, and seek the combination of policies for reducing accidents. For this purpose, it grasped, by using System Dynamics and Causal Loop Diagram, how various factors that cause accidents in nuclear plants are interrelated, and performed simulations after building simulation models. As a result of the analysis, first, the fundamental cause of safety accidents in nuclear power plants turned out to be the time constraint on the workload. Second, it turned out that as the workload of workers increases, physical and mental stresses increase, thereby increasing accidents due to errors and violations. Third, it turned out that as the levels of educational training and compliance with regulations and procedures are enhanced, accidents are reduced. Lastly, it turned out that as the combination of policies (reliance level + working environment + educational training + compliance with regulations and procedures) is increased, accidents are reduced. Especially, it turned out that if the combination of policies is increased by 30%, more than 10 cases of accidents are reduced.

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Mixed Reality System for Virtual Chemistry Lab

  • Duan, Xiaoyun;Kang, Shin-Jin;Choi, Jong In;Kim, Soo Kyun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.4
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    • pp.1673-1688
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    • 2020
  • This paper presents a new method for improving teaching aids with the design and development of a chemistry education platform - the Mixed Reality (MR) Chemistry Lab. Our system provides a new educational experience in which students can simulate a chemistry experiment in a virtual lab and interact with objects using Oculus Helmet-Mounted Displays (HMD) and hand controller devices. The proposed system aims to familiarize students with experimental procedures and safety knowledge before conducting actual experiments. Moreover, students will be able to observe microscopic atomic structure models in three dimensions. Our research also includes a five-part, quantitative evaluation system user tests perform using a quantitative questionnaire consisting of five items, including hardware equipment, immersion, education, interaction sense of control, and degree of difficulty. The evaluation results confirm that this system will be helpful to the educational experience of conducting chemistry experiments with scientific evaluation methods, and the proposed system is also expected to have a broad range of applications in many other subjects.

The Role of Metaphor and Analogy in Didactic Transposition (교수학적 변환 과정에서의 은유와 유추의 활용)

  • Lee, Kyeong-Hwa
    • Journal of Educational Research in Mathematics
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    • v.20 no.1
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    • pp.57-71
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    • 2010
  • Similarity between concept and concept, principle and principle, theory and theory is known as a strong motivation to mathematical knowledge construction. Metaphor and analogy are reasoning skills based on similarity. These two reasoning skills have been introduced as useful not only for mathematicians but also for students to make meaningful conjectures, by which mathematical knowledge is constructed. However, there has been lack of researches connecting the two reasoning skills. In particular, no research focused on the interplay between the two in didactic transposition. This study investigated the process of knowledge construction by metaphor and analogy and their roles in didactic transposition. In conclusion, three kinds of models using metaphor and analogy in didactic transposition were elaborated.

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