• Title/Summary/Keyword: science cognitive domain

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A Domain Action Classification Model Using Conditional Random Fields (Conditional Random Fields를 이용한 영역 행위 분류 모델)

  • Kim, Hark-Soo
    • Korean Journal of Cognitive Science
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    • v.18 no.1
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    • pp.1-14
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    • 2007
  • In a goal-oriented dialogue, speakers' intentions can be represented by domain actions that consist of pairs of a speech act and a concept sequence. Therefore, if we plan to implement an intelligent dialogue system, it is very important to correctly infer the domain actions from surface utterances. In this paper, we propose a statistical model to determine speech acts and concept sequences using conditional random fields at the same time. To avoid biased learning problems, the proposed model uses low-level linguistic features such as lexicals and parts-of-speech. Then, it filters out uninformative features using the chi-square statistic. In the experiments in a schedule arrangement domain, the proposed system showed good performances (the precision of 93.0% on speech act classification and the precision of 90.2% on concept sequence classification).

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Literature Review on the Development of Cognitive Function Improvement Program for the Elderly in Community (지역사회 노인의 인지기능 향상 프로그램 개발에 대한 문헌적 고찰)

  • Lee, Sun-myung;Chae, Joo-Hyun
    • Journal of Korean Clinical Health Science
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    • v.10 no.2
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    • pp.1600-1606
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    • 2022
  • Objective: This study was to compares and analyzes programs applied to improve cognitive function in patients with mild cognitive impairment and early dementia in the community to find out their effectiveness. Methods: In this study, 12 papers were finalized by searching for "elderly", "cognitive", "community", and "program" using the database of the Research Information System (RISS), National Assembly Library, and Korean Studies Information (KISS). Results: Programs for cognitive function were in the order of cognitive stimulation program, arts and crafts, and exercise program. In the program, rather than applying the cognitive stimulation program alone, the program was operated by combining leisure or exercise, music, art, and handicraft. The time was shown to be 30 minutes. The most frequently used evaluation tool was MMSE, followed by GDS and BBS. By cognitive domain, cognitive stimulation program and memory, satisfaction in psychology, and balance ability in exercise were evaluated the most. In the cognitive area, various cognitive stimulation areas were included, and in the exercise area, basic exercise, muscle strength exercise, joint exercise, and balance exercise were applied. Conclusion: Therefore, developing a program to improve cognitive function for mild cognitive impairment, it will be possible to prepare guidelines to establish and development.

Trends in Nursing Research on Sexuality in Korea (국내 간호학에서 성(sexuality)에 관한 연구 경향)

  • Lee, Kyung-Hye;Kim, Sun-Hee;Lee, Sun-Hee
    • Women's Health Nursing
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    • v.14 no.2
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    • pp.83-92
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    • 2008
  • Purpose: This study aimed to analyze the trends in nursing research on sexuality in Korea and to provide guidance to the future research in sexual health. Method: Total 163 published articles in Korea from 2000 to 2007 year were reviewed using a structured analysis form which consists of the domains of nursing journal, research designs, research purpose, research subjects, and the key words. Result: Of those articles, 25.8% was published in J. of Korean Academy of Women Health Nursing and 13.5% in J. of Korean Academy of Community Health Nursing. In terms of the research design, quantitative research methods were commonly used in 88.4% of them which only 6.1% used qualitative methods. The nursing process on purpose were classified assessment(86.3%), nursing intervention(11.3%), and nursing evaluation(2.5%); Most of subjects were early adults(35.3%), adolescents(27.9%), and adults(25.6%); The most frequently reported key words were classified into socio-psychological domain(33.5%), cognitive domain(25.6%), clinical domain(12.6%). Conclusion: Research on sexuality in nursing have been continued. The major key words were founded in socio-psychological and cognitive domains. It is recommended that more various subjects, research methodology, and various key words be investigated.

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Comparison of Feasibility of Touch-Based Cognitive Training Games in Community Elderly and Elderly with Minor Dementia

  • Jung, Seung-Hwa;Oh, Seon-Jin;Park, Hyun-Ju;Park, Dae-Sung
    • Physical Therapy Rehabilitation Science
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    • v.11 no.2
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    • pp.154-164
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    • 2022
  • Objective: The purpose of this study is to select a cognitive training game that can evaluate five cognitive domains and to study their validity with existing cognitive evaluation tools. Design: Methods: Delphi survey was conducted through the 2nd questionnaire for 30 experts to select games suitable for training 5 cognitive domains. Five cognitive training games and Mini Mental State Examination - Korea(MMSE-K), and cognitive impairment screening test(CIST) were conducted for 82 elderly in the community. Pearson correlation analysis was performed to find out the correlation of the three tests. The ROC curve was used to calculate the selection criteria for the game results for the screening evaluation of the presence or absence of mild cognitive impairment. Results: The coefficient of variation to evaluate the stability of the Delphi survey was less than 0.50 in most game items. The 'correct answers' and 'level' of the five final selected game items showed a statistically significant positive correlation with the CIST and MMSE-K scores. CIST score and 'time' of all game items except 'number making_time' showed a statistically significant negative correlation. Conclusions: The validity of the cognitive training program using smart devices was evaluated, and the criteria for classifying the cognitive domain and distinguishing the presence or absence of cognitive impairment were confirmed.

The Investigation of the Status of Environmental Education in Schools through Analysis of Goals for Environmental Education (환경교육목표 분석을 통한 학교 환경교육의 실태조사)

  • Lee, Sun-Kyung;Chang, Nam-Kee
    • Journal of The Korean Association For Science Education
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    • v.14 no.1
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    • pp.12-23
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    • 1994
  • This study was conducted to investigate the status and the problem of environmental education in schools. For this investigation, sub-goals to the general goal for environmental education such as knowledge, awareness, attitude, skill, participation, and evaluation were classified. The contents and objects of the environment-related chapters in elementary and secondary school science texts and of the materials for environmental education were analyzed. Resultingly, the content and objects focused on the cognitive domain such as knowledge and skill category in science texts($85{\sim}92\;%$) and in the materials for environmental education($70{\sim}84\;%$). The result indicated that the objects of the cognitive domain were heavily emphasized in the present environmental education.

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Analysis of Linguistic Interaction within a Group According to Leader's Leadership in Scientific Inquiry Activity in Elementary School (초등학생의 과학 탐구활동에서 리더의 리더십 유형에 따른 모둠 내 언어적 상호 작용 분석)

  • Park, Mung-Hee;Shin, Young-Joon
    • Journal of The Korean Association For Science Education
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    • v.32 no.4
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    • pp.760-774
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    • 2012
  • The purpose of this study was to analyze the characteristic of the linguistic interaction according to leadership type of the leader in the scientific inquiry activity groups and examine how leadership factors affect the linguistic interaction within a group. In this investigation, leaders among 12 elementary school students were chosen by considering results of the leadership diagnosis that tested 3 leadership factors: vision and promotion, assignment responsibility, and decision-making. The members of the groups were organized according to scientific inquiry ability and academic achievement; the groups were assigned to perform scientific inquiry activities. The linguistic interaction was largely divided into the cognitive domain and the affective domain for analysis. According to the results, the frequency of linguistic interaction within a group sorted by leadership type is more influenced by the cognitive domain than the affective domain. The highest frequency of linguistic interaction appeared within the group that had vision and promotion type leader. Assumedly, the vision and confidence of the vision and promotion type leader produced such an outcome. While solving the assignments, linguistic interaction in all three groups had more cognitive domain than affected domain. Linguistic interaction in cognitive domain displayed only low level of linguistic interaction in relation to the experiment itself: high level of linguistic interaction barely occurred. In the case of affected domain, active participation appeared more frequently than maintaining the mood: Interactions related to restricting the group members actions to solve the assignment appeared more frequently than those for maintaining the mood.

The Analysis of Verbal Interaction in Elementary Science Programs Using Multi-Level Instruction (다수준 포함 교수법을 적용한 초등과학 프로그램에서의 언어적 상호작용 분석)

  • Jung, Suk-Jin;Shin, Young-Joon
    • Journal of The Korean Association For Science Education
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    • v.33 no.7
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    • pp.1450-1470
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    • 2013
  • The purpose of this study was to develop elementary science programs that used multi-level instruction and to analyze verbal interaction patterns in science classes that applied these programs. For this study, the 27 children from the fifth grade at B elementary school, located in Gyeonggi-do, were selected and separated into heterogeneous groups of four students. Verbal interactions occuring in two groups during each class were recorded using video. Elementary science programs using multi-level instruction were developed to target a fifth grade second semester 'Lesson 1. Human Body'. This program provided a mission form for each group and evaluation form for each child. A mission form depending on the children's level has different colors and levels of difficulty for questions. The evaluation form is composed of questions suitable for a child's level in reaching the goal with key concepts. The verbal interaction was mostly categorized into the cognitive domain and the affective domain for analysis. The cognitive domain was subdivided into question, response, making solution, receiving opinion, and the affective domain was divided into behavioral participation and students' attitude. Results of study showed that the frequency of the cognitive domain was higher than the frequency of the affective domain. In the cognitive domain, the median-level was of highest frequency in the children. In the affective domain, high-level was of highest frequency in the children. In terms of both the cognitive and affective domains of children, low-level exhibited the lowest frequency. Verbal interaction frequency was no difference between high-level and median level in cognitive and affective aspects, so median-level children were actively participating in activities similarly with high-level children. There were more types of interactions question, response, making solution, students' attitude in the median-low level children's verbal interaction than high-median level children's verbal interaction.

An Analysis of Korean Elementary School Students' Science Achievement in TIMSS 2011 (TIMSS 2011에 나타난 우리나라 초등학생들의 과학 성취 특성 분석)

  • Kim, Jiyoung;Kim, Soojin
    • Journal of Korean Elementary Science Education
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    • v.32 no.4
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    • pp.423-436
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    • 2013
  • This research purports to analyze released items and G4 students' science achievement from TIMSS 2011 according to their academic achievement levels and gender. By doing so, it aims to draw educational implications for Korea from analyses results. Korea showed a lower rate of students at the advanced international benchmark - the highest achievement level - compared to Singapore. The difference was the smallest in Life Science among three content domains and knowing among three cognitive domains. The results of analysis according to gender showed that male students' achievement was significantly higher in Physical Science and Earth Science, and their achievement was also higher in the cognitive domains of Knowing and Applying. From the analysis of the released items, it was revealed that the students' achievement was low in items related to classification of organisms, functions of heart, matters that combust or emit light, and the concept of rotation. Moreover, students drew some illogical conclusions based on their personal experience. Male students were found to show high achievements in items that were not included in curriculum, constructed-response items in the form of short-answer questions, and multiple-choice items in the Knowing domain. Female students were found to show high achievement in items that were included in curriculum, constructed-response items that require reasons and methods, and items that represent experimental situations. Male students showed high achievement in forces concept and movements concept of bodies in the universe, while female students showed high achievement in solubility concept.

A systematic study of nuclear interactome of C-terminal domain small phosphatase-like 2 using inducible expression system and shotgun proteomics

  • Kang, NaNa;Koo, JaeHyung;Wang, Sen;Hur, Sun Jin;Bahk, Young Yil
    • BMB Reports
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    • v.49 no.6
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    • pp.319-324
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    • 2016
  • RNA polymerase II C-terminal domain phosphatases are newly emerging family of phosphatases that contain FCPH domain with Mg+2-binding DXDX(T/V) signature motif. Its subfamily includes small CTD phosphatases (SCPs). Recently, we identified several interacting partners of human SCP1 with appearance of dephosphorylation and O-GlcNAcylation. In this study, using an established cell line with inducible CTDSPL2 protein (a member of the new phosphatase family), proteomic screening was conducted to identify binding partners of CTDSPL2 in nuclear extract through immunoprecipitation of CTDSPL2 with its associated. This approach led to the identification of several interacting partners of CTDSPL2. This will provide a better understanding on CTDSPL2.

Extending Korean PropBank for Korean Semantic Role Labeling and Applying Domain Adaptation Technique (한국어 의미역 결정을 위한 Korean PropBank 확장 및 도메인 적응 기술 적용)

  • Bae, Jangseong;Lee, Changki
    • Korean Journal of Cognitive Science
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    • v.26 no.4
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    • pp.377-392
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    • 2015
  • Korean semantic role labeling (SRL) is usually performed by a machine learning and requires a lot of corpus. However, the Korean PropBank used in Korean SRL system is less than PropBank. It leads to a low performance. Therefore, we expand the annotated corpus and verb frames for Korean SRL system to expand the Korean PropBank corpus. Most of the SRL system have a domain-dependent performance so, the performance may decrease if domain was changed. In this paper, we use the domain adaptation technique to reduce decreasing performance with the existing corpus and the small size of new domain corpus. We apply the domain adaptation technique to Structural SVM and Deep Neural Network. The experimental result show the effectiveness of the domain adaptation technique.