• Title/Summary/Keyword: 반복학습법

Search Result 109, Processing Time 0.03 seconds

User Interface Design for Improving Web-based Instruction Learning Ability of Hearing-impaired Leaners (청각 장애인의 웹기반 교수 학습능력 향상을 위한 2Bi이론 기반 사용자 인터페이스 설계)

  • Hwang, Jung-Eun;Jun, Woo-Chun
    • 한국정보교육학회:학술대회논문집
    • /
    • 2009.08a
    • /
    • pp.255-261
    • /
    • 2009
  • 오늘날 웹은 급속도로 확산되어 교육에 있어서 필수적인 존재로 강력한 힘을 발휘하게 되었다. 사이버 교육 환경의 시대를 맞이하여 웹을 이용한 학습 활동의 비중은 점점 더 증가되었지만 대다수의 웹기반 교수 (Web-based Instruction : WBI)학습 사이트들이 비장애인 중심의 사용자 인터페이스로 설계됨에 따라 청각 장애인을 학습 공간에서 격리 시키고 학습 능력을 저하시키는 이중 장애를 발생시키고 있다. 따라서 본 논문에서는 최근 청각 장애인의 교육방법으로 대두되고 있는 이중언어-이중문화 접근법 (Bilingual Method : 2Bi 이론)을 활용하여 청각 장애인의 WBI 학습 능력을 신장시킬 수 있는 사용자 인터페이스를 설계하였다. 본 사용자 인터페이스의 특징은 다음과 같다. 첫째, 청각 장애인의 웹접근성을 고려한 인터페이스를 설계하여 청각 장애 학습자가 보다 쉽게 학습 공간에 접근하게 하였다. 둘째, 청각 장애인의 장애 정도 및 학습 성취 정도에 따라 3단계 사용자 인터페이스를 제공하여 수준별 학습이 가능하다. 셋째, 순차적 반복 학습이 가능하여 청각 장애인의 학습 능력뿐 아니라 의사소통 기능 향상에도 긍정적인 영향을 제공한다.

  • PDF

Development of Scratch learning Program Based on PBL. (PBL기반 스크래치 학습 프로그램 개발)

  • Yang, Hwan-Geun;Lee, Tae-Wuk
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2019.01a
    • /
    • pp.201-203
    • /
    • 2019
  • 본 연구는 4차 산업혁명에 적합한 창의적 인재 양성의 필요성이 강조됨에 따라 SW관련 프로그래밍 교육과 문제중심학습을 결합하여 기존의 강의식학습에서 효과적인 학습전이를 위한 역량중심의 스스로 학습을 강조하는데 목적이 있다. PBL은 암기를 통한 주입식 교육에서 자기주도적 성장학습을 통해 필요한 기술을 개발한다는 이점과 블록기반 공개용 프로그램인 스크래치는 학습자들의 흥미 유발, 몰입도 향상을 하며 습득 교육에 중점을 둔다. 또한 풍부한 미디어 활용 및 뛰어난 공유성을 기반하고 있으며 단순 반복과 암기가 아닌 창의적 수업이 가능하다는 장점이 있다. 고찰능력과 사고력을 향상시키고자 PBL과 스크래치를 결합한 교수-학습법을 개발하였으며, 그에 상응하는 유의점 및 학습단계를 개발하였고 이를 활용하여 학습자의 논리적사고 함양에 이바지 한다.

  • PDF

For continuous model optimization Federated learning efficiency strategy (지속적인 모델 최적화를 위한 연합 학습 효율화 전략)

  • Youngsu Kim;Heonchang Yu
    • Annual Conference of KIPS
    • /
    • 2024.05a
    • /
    • pp.780-783
    • /
    • 2024
  • 본 논문에서는 지속적으로 최적화된 인공지능 모델을 적용하기 위한 방안으로 연합 학습(Federated Learning)을 활용한 접근법을 제시한다. 최근 다양한 산업 분야에서 인공지능 활용에 대한 필요성이 증가하고 있다. 금융과 같은 일부 산업은 강력한 보안, 높은 정확도, 규제 준수, 실시간 대응이 요구됨과 동시에 정적 시스템 환경 특성으로 적용된 인공지능 모델의 최적화가 어렵다. 이러한 환경적 한계 해결을 위하여, 연합 학습을 통한 모델의 최적화 방안을 제안한다. 연합 학습은 데이터 프라이버시를 유지하면서 모델의 지속적 최적화를 제공이 가능한 강력한 아키텍처이다. 그러나 연합 학습은 클라이언트와 중앙 서버의 반복적인 통신과 학습으로, 불필요한 자원에 대한 소요가 요구된다. 이러한 연합 학습의 단점 극복을 위하여, 주요도 높은 클라이언트의 선정 및 클라이언트와 중앙 서버의 조기 중단(early stopping) 전략을 통한 지속적, 효율적 최적화가 가능한 연합 학습 모델의 운영 전략을 제시한다.

The Effects of Focus-on-Form Instruction on L2 Learners' Grammatical Achievement: Focusing on the Deductive and Inductive FFI (형태 초점 교수법이 제2 언어학습자의 문법 성취도에 미치는 영향: 연역적 방법과 귀납적 방법을 중심으로)

  • Hwang, Hee-Jeong
    • Journal of Digital Convergence
    • /
    • v.19 no.9
    • /
    • pp.307-316
    • /
    • 2021
  • This study aims to explore the effects of deductive FFI and inductive FFI in L2 learners' grammatical achievement and their reaction to the grammar instruction. 84 students were placed into three groups: 29 given deductive FFI(DG), 28 receiving inductive FFI(IG), and 27 with traditional instruction(CG). All students completed pre/post tests and questionnaires, and took a delayed post test 9 weeks after the treatment. For statistical anlayses of all the quantitative data, a one-way ANOVA, paired samples T-test, and repeated measures ANOVA were performed. The results indicated that both deductive and inductive FFI affected learners' grammatical achievement and their achievement was sustained over time. Deductive FFI was more effective than inductive FFI, whereas the IG students more positively changed their attitudes and perceptions to the grammar instruction. These findings of the study imply that FFI should be valued in an Korean EFL classroom, which would contribute to further longitudinal research for its sustainability.

Convergence thinking learning effect of SW liberal arts education for non-majors (교양수업에서 비전공자의 SW교육의 융합사고 학습 효과)

  • Won, Dong-Hyun;Kang, Yun-Jeong
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.26 no.12
    • /
    • pp.1832-1837
    • /
    • 2022
  • In the SW education of non-majors who encounter liberal arts education experience difficulties in the SW development environment and understanding they encounter for the first time, relevance to their major, and convergence thinking ability. In order to compensate for the difficulties of non-major learners in liberal arts education, a relatively easily accessible software was used to utilize a demonstration-oriented model that can be applied to beginners in SW education. In order to understand the logical flow of applications and problem solving used in real life, we proposed a convergence SW teaching method that combines repeated implementation through demonstration by the instructor and imitation of the learner, and learning indicators to increase the learning satisfaction and achievement of the learner. In the experiment applying the teaching and learning method proposed in this paper, meaningful results were shown when evaluating the learning effect, academic achievement, learning satisfaction, and teaching and learning method aspects of SW education.

Trials and Effects of A Learner-centered Creative Training Technique on Undergraduate Education of Medical Record Information Management (의무기록정보관리 교육에서 학습자 중심의 창의적 교수법 적용 및 효과)

  • Chun, Jin-Ho;Yoo, Jin-Yeong
    • Journal of Digital Convergence
    • /
    • v.12 no.3
    • /
    • pp.277-288
    • /
    • 2014
  • The purpose of the study is to investigate the students' learning motive through the application of the learner-centered program Creative Teaching Technique(CTT) conducted by undergraduate school of Medical Record Information Management(MRIM), and to improve learning from the results. A questionnaire survey was carried out that started March to June 2013 among the sixty freshmen college students from the Health Administration Department who participated in the CTT during the 12 weeks training. The main results are as follows. The subjects' cognitive results form CTT were relativiely higher in 'increased voluntary participation(4.03)', 'improved concentration(4.00)', 'increased understanding(3.97)' in order. The effects of the tools used in CTT were higher as well in 'two members in a tem(4.08)', 'three-dimensional tools(4.03)' and 'quiz cards(3.95)' in order. While undergoing CTT, the learners considered reviewing repeatedly the content before starting and finishing as mostly helpful. Concludingly, this learner-centered CTT program identified having positive effects on their participation, concentration and understanding. To maximize the learning effects, development and activating a systematic, continuous and supportive program like this CTT is highly recommended.

A Study on the Teaching Method of University General English with Poetry: Robert Frost's "Out, Out-" (영시를 통한 대학 교양 영어 교육 방안 연구: 로버트 프로스트의 「꺼져라, 꺼져라-」를 중심으로)

  • Kim, Hae Yeon
    • The Journal of the Korea Contents Association
    • /
    • v.21 no.11
    • /
    • pp.403-413
    • /
    • 2021
  • This paper emphasizes the effect of using poetry in the University General English education and suggests the teaching method of English education with a Frost's poem, "Out, Out- ." These days, learner-centered English education and integrative study of four linguistic functions, reading, listening, speaking and writing are considered important in the University General English class. Poetry is very effective text for the education purposes. Poetry techniques like a visual image, rhythm, rhyme, or repetition are actually mnemonics and strongly connected to the enhancement of memory and oral linguistic function. This paper suggests the specific education methods in the poetry selection, pre-reading step, reading step and after- reading step with concrete examples of "Out, Out-." These education methods through the 'oral text' can be a good and sustainable model for learner-centered education.

Learners' Perceptions on Integrating Reading and Writing in L2 College Composition Classes (제2언어 학습자들의 읽기-쓰기 통합에 대한 인식: 대학영작문반)

  • Kim, Sun-Young
    • Korean Journal of Cognitive Science
    • /
    • v.18 no.3
    • /
    • pp.255-284
    • /
    • 2007
  • This study explored the ESL college learners' perceptions on integrating reading and writing in the context of the reading-to-write composition classroom. Using the panel survey (N=60) that repeatedly measured the same set of individuals at three different times during a semester, this study examined whether students' perceptions on reading-writing integrations were reshaped over the course of classroom practices. The survey instrument was developed to assess the perception scores from less integrative continua to more integrative continua on a 5-point Likert scale. A two-factor ANOVA with repeated measures was performed to evaluate mean differences across the perception groups and over the three treatment times. The results do not demonstrate a significant treatment effect, suggesting that L2 learners' integrative perceptions were stable over the course of the semester. The dynamics in the perception changes differed widely across the perception groups. This result provides insights into understanding students' reading-writing practices and thus into instructional practices applicable to the classrooms. The present study argues for 12 learners' perceptions on integrating reading and writing as a key construct to understand their literacy practices involved in the composing process.

  • PDF

Automatic segmentation for continuous spoken Korean language recognition based on phonemic TDNN (음소단위 TDNN에 기반한 한국어 연속 음성 인식을 위한 데이타 자동분할)

  • Baac, Coo-Phong;Lee, Geun-Bae;Lee, Jong-Hyeok
    • Annual Conference on Human and Language Technology
    • /
    • 1995.10a
    • /
    • pp.30-34
    • /
    • 1995
  • 신경망을 이용하는 연속 음성 인식에서 학습이라 함은 인위적으로 분할된 음성 데이타를 토대로 진행되는 것이 지배적이었다. 그러나 분할된 음성데이타를 마련하기 위해서는 많은 시간과 노력, 숙련 등을 요구할 뿐만아니라 그 자체가 인식도메인의 변화나 확장을 어렵게 하는 하나의 요인 되기도 한다. 그래서 분할된 음성데이타의 사용을 가급적 피하고 그러면서도 성능을 떨어뜨리지 않는 신경망 학습법들이 나타나고 있다. 본 논문에서는 학습된 인식기를 이용하여 자동으로 한국어 음성데이타를 분할한 후 그 분할된 데이타를 이용하여 다시 인식기를 재학습시켜나가는 반복 과정을 소개하고자 한다. 여기에는 TDNN이 인식기로 사용되며 인식단위는 음소이다. 학습은 cross-validation 기법을 이용하여 제어된다.

  • PDF

A Case Study on application of Project-Based Learning in Introduction to Nursing Science Class: by Contents Analysis of the Reflection Journals (프로젝트기반학습을 적용한 간호학개론 수업 사례연구: 성찰일지 내용분석)

  • Eun-Kyung Joo
    • Journal of Digital Convergence
    • /
    • v.21 no.3
    • /
    • pp.15-22
    • /
    • 2023
  • This study is a case study designed to create and implement a project-based introduction to nursing science, with the aim of analyzing students' experiences and perceptions following its implementation. The study targeted a total of 95 nursing students at G University in S City who enrolled in the introduction to nursing science course in 2021 and 2022. Data collection took place from September 2021 to December 2022, and data analysis involved examining reflective journals submitted by students after completing the project activities, using content analysis. The research results revealed four categories and nine themes. The four categories were 'Making Challenging Studies More Accessible,' 'Engaging and Enjoyable Learning Experiences,' 'Enhanced Teamwork,' and 'Presentation Limitations.' The project-based learning method was found to be effective and applicable in nursing education, demonstrating positive effects on students' attitudes and learning outcomes. However, since the study focused on students from a single university, it is suggested that future research include repeated studies and extend the application to other nursing courses to validate its effects.