• Title/Summary/Keyword: 과제의 난이도

Search Result 154, Processing Time 0.021 seconds

The effects of Academic Self-efficacy and Resilience on Perception of Professionalism with Pre-service Early Childhood Teachers (예비유아교사의 학업적 자기효능감과 회복 탄력성이 교직 전문성 인식에 미치는 영향)

  • Bae, Jae-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.20 no.3
    • /
    • pp.149-156
    • /
    • 2019
  • This study investigated the effects of academic self-efficacy and resilience on perception of professionalism. The survey questionnaire was completed by 313 pre-service early childhood teachers. SPSS Win program was used to perform MANOVA and Multiple Regression Analysis. (1)The self-regulatory efficacy was significantly different according to grade and experience of child care practice. (2)The control and sociality, positivity were significantly different according to grade and experience of child care practice. (3)The perception of professionalism was significantly different according to grade and experience of child care practice. (4)The self-regulatory efficacy and the difficulty preference affected perception of professionalism. (5)The positivity and control affected perception of professionalism. This study indicated that it is necessary to make efforts for increasing perception of professionalism in pre-service early childhood teachers.

Enhancing LoRA Fine-tuning Performance Using Curriculum Learning

  • Daegeon Kim;Namgyu Kim
    • Journal of the Korea Society of Computer and Information
    • /
    • v.29 no.3
    • /
    • pp.43-54
    • /
    • 2024
  • Recently, there has been a lot of research on utilizing Language Models, and Large Language Models have achieved innovative results in various tasks. However, the practical application faces limitations due to the constrained resources and costs required to utilize Large Language Models. Consequently, there has been recent attention towards methods to effectively utilize models within given resources. Curriculum Learning, a methodology that categorizes training data according to difficulty and learns sequentially, has been attracting attention, but it has the limitation that the method of measuring difficulty is complex or not universal. Therefore, in this study, we propose a methodology based on data heterogeneity-based Curriculum Learning that measures the difficulty of data using reliable prior information and facilitates easy utilization across various tasks. To evaluate the performance of the proposed methodology, experiments were conducted using 5,000 specialized documents in the field of information communication technology and 4,917 documents in the field of healthcare. The results confirm that the proposed methodology outperforms traditional fine-tuning in terms of classification accuracy in both LoRA fine-tuning and full fine-tuning.

Extraversion and Recognition for Emotional Words: Effects of Valence, Frequency, and Task-difficulty (외향성과 정서단어의 재인 기억: 정서가, 빈도, 과제 난이도 효과)

  • Kang, Eunjoo
    • Korean Journal of Cognitive Science
    • /
    • v.25 no.4
    • /
    • pp.385-416
    • /
    • 2014
  • In this study, memory for emotional words was compared between extraverts and introverts, employing signal detection analysis to distinguish differences in discriminative memory and response bias. Subjects were presented with a study list of emotional words in an encoding session, followed by a recognition session. Effects of task difficulty were examined by varying the nature of the encoding task and the intervals between study and test. For an easy task, with a retention interval of 5 minutes (Study I), introverts exhibited better memory (i.e., higher d') than extraverts, particularly for low-frequency words, and response biases did not differ between these two groups. For a difficult task, with a one-month retention period (Study II), performance was poor overall, and only high-frequency words were remembered; also extraverts adopted a more liberal criterion for 'old' responses (i.e., more hits and more false alarms) for positive emotional-valence words. These results suggest that as task difficulty drives down performance, effects of internal control processes become more apparent, revealing differences in response biases for positive words between extraverts and introverts. These results show that extraversion can distort memory performance for words, depending on their emotional valence.

Effects of Cognitive Style and Training Context on Visual Discrimination Skill Acquisition and Transfer under Time Pressure (시간압력 상황에서 인지양식과 학습맥락이 시각변별의 기술습득과 전이에 미치는 효과)

  • 박정민;김신우;이지선;손영우;한광희
    • Science of Emotion and Sensibility
    • /
    • v.6 no.3
    • /
    • pp.63-72
    • /
    • 2003
  • This study investigated how cognitive style and training context influenced visual discrimination skill acquisition and transfer under time pressure. This experiment consisted of a screening session, a training session, and a transfer session using random polygon comparison tasks. Screening session was designed to separate participants according to their cognitive style (analytic or holistic). Training session was divided into difficult and easy conditions. In transfer session, participants compared polygon pairs in a novel task. The stimuli were presented for 1.5 seconds to examine the influence of time pressure. Through the all sessions, this experiment measured accuracy and response time. According to the results of this study, analytic group responded as quickly as holistic group in the beginning of training session because time pressure induced them to the holistic strategy. However, as training session progressed, their slopes of reaction time increased, suggesting that their own analytic style emerged. Holistic group showed flatter slopes than did analytic group for training session. Of interest is the slopes increased at the beginning of transfer session, suggesting that they developed analytic strategies in difficult training context. It is suggested individuals differently develop strategic processing skills depending on cognitive styles even under time pressure.

  • PDF

산소 공급에 따른 언어 인지 능력, 혈중 산소 농도, 심박동율의 변화

  • 황정화;정순철;손진훈
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2004.05a
    • /
    • pp.300-300
    • /
    • 2004
  • 본 연구에서는 언어과제 수행 시 일반 공기 중의 산소 농도 (21%) 환경에 비해 외부에서 고 농도 (30%)의 산소 공급이 혈중 산소 포화도(SPO$_2$), 심박동율(Heart Rate), 정답률(Accuracy), 반응속도(Reaction Time)에 어떠한 영향을 미치는지를 검증하고자 한다. 30%와 21%의 산소를 8L/min의 양으로 일정하게 공급할 수 있는 산소 공급 장치를 이용하였고, 10명의 대학생(오른손잡이, 평균나이 23.4세)을 대상으로 실험을 수행하였다. 난이도가 비슷한 두 가지 언어과제를 28문제씩 피험자에게 풀게하여 정답률과 반응속도를 계산하였다.(중략)

  • PDF

The Impact of Cognitive Load Factors and Arousal Levels of Galvanic Skin Response on Task Performance in Computer Based Learning (컴퓨터 기반 학습에서 인지부하 요인과 GSR의 각성수준이 과제수행에 미치는 영향)

  • Ryu, Jee-Heon
    • Science of Emotion and Sensibility
    • /
    • v.12 no.3
    • /
    • pp.279-288
    • /
    • 2009
  • The purpose of this study was to verify the impact of cognitive factors and GSR on the task performance. For this study 64 students participated. Multiple regression and repeated measures were applied to analyze the data. The result for the survey indicated that previous knowledge, physical efforts, and task difficulty had significant impacts on task performance. Particularly, task difficulty has a negative impact. This can be interpreted as someone who has high prior knowledge inputs higher physical efforts with low task difficulty perception will show high performance. On the other hand, the low arousal level of GSR in the evaluation stage is a prediction variable of task performance. This result shows that high prior knowledge and low arousal level of GSR produces high performance. However, the analysis of difference in GSR between learning and evaluation stages does not show significant difference. It suggests that physiological measure such as GSR is reliable index of cognitive load; however, it partially represents cognitive load. Other crucial factors should be added for comprehensive measures.

  • PDF

Effect of Highly Concentrated Oxygen Administration on Addition Task Performance and Physiological Signals (고농도 산소가 덧셈과제 수행능력과 생리신호에 미치는 영향)

  • Chung, Soon-Cheol;Lim, Dae-Woon
    • Science of Emotion and Sensibility
    • /
    • v.11 no.1
    • /
    • pp.105-112
    • /
    • 2008
  • This study investigated the effect of 40% oxygen administration on the addition task performance in three levels of difficulties and physiological signals. Ten male and female college students were selected as the subjects for this study. The experiment consisted of two runs: one was a addition task, with normal air (21% oxygen) administered and the other was with hyperoxic air (40% oxygen) administered. The experimental sequence in each run consisted of Rest1 (3 min), Task1 (1 min, one digit addition task), Task2 (1 min, two digit addition task), Task3 (1 min, three digit addition task), and Rest2 (4 min). Blood oxygen saturation and heart rate were measured throughout the five phases. The accuracy rates of the addition task were enhanced with 40% oxygen administration compared to 21% oxygen. Difference in the accuracy rates grew higher with the rise of difficulty. When 40% concentration oxygen is supplied, blood oxygen saturation increased and heart rate was decreased comparing to 21%. This study showed that the supply of high concentration oxygen increases blood oxygen saturation, which in turns accelerates brain activation resulting from cognitive process and enhances arithmetic abilities. Particularly when difficulty is high, demand for oxygen increases and, as a result, the effect of high concentration oxygen becomes more significant.

  • PDF

An Investigation into 2, 4 Year Old Children's Nonsymbolic Arithmetic Ability According to Task Difficulty (과제 난이도에 따른 2, 4세 유아의 비상징적 연산능력)

  • Cho, Woo Mi;Yi, Soon-Hyung
    • Korean Journal of Child Studies
    • /
    • v.36 no.4
    • /
    • pp.229-242
    • /
    • 2015
  • The purpose of this study was to investigate young children's nonsymbolic arithmetic ability according to task difficulty. The participants in this study comprised 43 2-year-old children and 48 4-year-old children recruited from 5 childcare centers located in Seoul, Korea. All tasks were composed of comparison, addition, subtraction, multiplication and division tasks. In addition, each arithmetic task varied with the ratio of the two quantities; low level(1:2), middle level(2:3), high level(4:5). The results revealed that 2 & 4-year-old children could perform a large numerical range of nonsymbolic arithmetic tasks without influences from previously learned mathematics. This finding suggests that children have a degree of numerical capacity prior to symbolic mathematics instruction. Furthermore, children's performance on nonsymbolic arithmetic tasks indicated the ratio signature of large approximate numerical representation. This result implies that large approximate numerical representation can be used in arithmetical manipulations.

Job Analysis of Pediatric Occupational Therapists in Korea: Focused on Sensory Integration Intervention (아동작업치료사의 직무분석: 감각통합치료 중심으로)

  • Choi, Jeong-Sil;Hong, Eunkyoung
    • The Journal of Korean Academy of Sensory Integration
    • /
    • v.15 no.2
    • /
    • pp.1-21
    • /
    • 2017
  • Objective : The aims of the this study is to identify job characteristics, to generate job description, and additionally to investigate duty task of the job for Korean pediatric occupational therapist focused on sensory integration intervention. Methods : In the first stage, job analysis of pediatric occupational therapist focused on sensory integration intervention was performed by an advisory committee consist of the DACUM panel. Through the job analysis, job description with definition was established. In the second stage, a survey was performed for 141 pediatric occupational therapist using a questionnaire based on the job description in order to investigate importance, frequency and difficulty of duty task and task elements of the job. This process was done from May to September 2017. Results : The job definition drew from this study was 'Pediatric occupational therapist provides occupational therapy services to children and adolescents to support occupational performance and social participation including daily activities and play". Through the job description established in this study, 9 duties (consulting, evaluation, intervention plan, intervention, document, education, self-development, management, and administration), 28 tasks and 169 task elements were drew. In the survey, among the duty tasks and task elements, 'ensure physical safety' and 'perform a session' were selected as the most important task, and 'ensure safety of children, sensory integrative equipment and environment' and 'prepare a safe environment' were selected as the most important element. Conclusion : This study defined job demands and characteristics of pediatric occupational therapist who performs sensory integration intervention. It is expected that this study can be used a resource to develop and/or improve educational program related.

Development of High efficiency Synchronous rectifier Half bridge converter for Aeronautical Radar (항공용 레이더 시스템 구동을 위한 고효율의 동기정류방식 하프브릿지 컨버터에 관한 연구)

  • Lee, Young-Soo;Kim, Dae-Kwan
    • Proceedings of the KIPE Conference
    • /
    • 2013.11a
    • /
    • pp.139-140
    • /
    • 2013
  • 본 연구는 군 항공용 레이더 프로세서 유닛용 다중 출력 스위칭 전원공급기 개발 과제의 효율 요구조건 만족을 위해 선행 연구 과제로 실시되었다. 전원공급기의 다중 출력 전원 중 출력 전력이 크고, 효율 측면에서 구현 난이도가 높은 +3.3VDC/55A 전원을 대상으로 선정하였다. 주요 개발 목표 사양은 입력전압 범위 230VDC~330VDC, 전압 안정도 ${\pm}2%$, 효율 85% 이상이다. 이를 만족하기 위해 DC/DC 컨버터의 메인 토폴로지는 하프 브릿지 컨버터이며, 효율 특성 개선을 위하여 동기정류방식을 적용하였다. 본 논문은 DC/DC 컨버터의 설계와 Prototype을 제작하고, 고찰된 실험결과를 제시한 내용으로, 230VDC~330VDC 범위의 입력 조건 및 +3.3VDC/55A 출력 조건에서 최대 89%의 효율 특성을 확인한 내용을 기술한다.

  • PDF