• Title/Summary/Keyword: cognitive structure analysis

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Analysis on the Change of Niche Overlap of Elementary School Students' Photosynthesis Concepts through Instruction (초등학교 학생들의 수업 전후 광합성 관련 개념의 지위 중복 변화 분석)

  • Lim, Soo-Min;Kim, Young-Lan;Shin, Ae-Kyung;Kim, Youngshin
    • Journal of Korean Elementary Science Education
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    • v.34 no.1
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    • pp.72-85
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    • 2015
  • Conception in learner's cognitive structure has a niche as species in ecosystems. The purpose of this study is to analyze the change of niche overlap of photosynthesis concept through instruction. The photosynthesis concepts were selected from literature review. Selected concepts were in 4 areas: Location of photosynthesis, reactants, products, and environmental factors. The subjects consisted 304 elementary students. The respondent marked the relevance between the presented concepts and each area on a scale of 1~30 points. The analysis of niche overlap in concepts was performed by changing in niche overlap graph, niche space size, and overlap index before and after instruction. The results are as follows. First, on the whole understanding level and relevance of the scientific concepts was increased through instruction as a result of learning. Second, elementary school students cognitive concepts in the form of chunking concepts through classification process. Based on the results, this study has the following suggestion. Students' conceptual ecologies and niche analyzed by this study will be used as material for development of instruction strategy.

A Study on the Relationship between the Fashion Leadership and the Characteristics of the Shopping-related Behavior (유행선도력과 쇼핑관련특성과의 관계 연구 -쇼핑동기, 지속적 정보탐색, 충동구매와 관련하여-)

  • 김선화;이영선
    • Journal of the Korean Society of Clothing and Textiles
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    • v.25 no.1
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    • pp.162-172
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    • 2001
  • Fashion is the social process concerned with the spread of a new product from its source to consumer. Fashion leadership may be associated the shopping-related behaviors, such as shopping motives, on-going information search, impulse buying behavior. In order to study the relationship between the fashion leadership and the shopping-related characteristics, Three research problems were set up for the study as follows: Research problem 1: To investigate the fashion leadership. Research problem 2: To analyze the relationship between the fashion leadership and the characteristics of shopping-related behavior. Research problem 3: To analyze the relationship between the fashion leadership and other fashion-related behaviors. After statistical analysis using the SPSSWIN, the following results was found. Fashion leadership approximates the normal distribution curve, and its structure consists of one dimension. Using the factor analysis, the two kinds of shopping motive was confirmed hedonic motive and cognitive motive. Fashion leadership was related to the hedonic shopping motive. Also there were positive associations between the fashion leadership on-going information search behavior, and the impulse buying behavior. And there was significant association between the fashion leadership and expense for clothes and spending time for shopping.

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Penalized logistic regression using functional connectivity as covariates with an application to mild cognitive impairment

  • Jung, Jae-Hwan;Ji, Seong-Jin;Zhu, Hongtu;Ibrahim, Joseph G.;Fan, Yong;Lee, Eunjee
    • Communications for Statistical Applications and Methods
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    • v.27 no.6
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    • pp.603-624
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    • 2020
  • There is an emerging interest in brain functional connectivity (FC) based on functional Magnetic Resonance Imaging in Alzheimer's disease (AD) studies. The complex and high-dimensional structure of FC makes it challenging to explore the association between altered connectivity and AD susceptibility. We develop a pipeline to refine FC as proper covariates in a penalized logistic regression model and classify normal and AD susceptible groups. Three different quantification methods are proposed for FC refinement. One of the methods is dimension reduction based on common component analysis (CCA), which is employed to address the limitations of the other methods. We applied the proposed pipeline to the Alzheimer's Disease Neuroimaging Initiative (ADNI) data and deduced pathogenic FC biomarkers associated with AD susceptibility. The refined FC biomarkers were related to brain regions for cognition, stimuli processing, and sensorimotor skills. We also demonstrated that a model using CCA performed better than others in terms of classification performance and goodness-of-fit.

Analysis of the Level of Cognitive Demands about Concepts of Ionic Compounds and Molecule on Science 2 Textbooks in Junior High School (II) (중학교 과학2 교과서에 서술된 이온 결합 화합물과 분자 내용이 요구하는 인지 수준 분석(제II보))

  • Kang, Soonhee;Bang, Dami;Kim, Sun-Jung
    • Journal of the Korean Chemical Society
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    • v.56 no.6
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    • pp.739-750
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    • 2012
  • The purpose of this study is to analyze the cognitive demands level of the description about 'pure substance and mixture compound', 'ionic compound', 'molecule' on the 'science2' textbooks by the 2007 revised curriculum. The three types of Curriculum Analysis Taxonomy have been used to analyze the cognitive demands level of those contents on the 6 kinds of 'science2' textbooks. The first, the cognitive demand level about 'pure substance and mixture compound' on many textbooks is a late concrete operational stage because of class inclusion and hierarchical classification. And the descriptions as 'pure substance is conserved even when mixed with other pure substance' is a early formal operational stage. The second, the cognitive demand level about 'ionic compound' and 'molecule' is a early formal operational stage, because of "Formal modeling is the indirect interpretation of reality by deductive comparison from a postulated system with its own rules" and "Atoms have a structure". The third, the terms as 'ionic bonding', 'ionic compound', 'chemical formula', 'covalent bonding', 'covalent compound', and 'molecular formula' have been used on many 'science2' textbooks. Those terms would be used later on 'chemistry I' and 'chemistry II' in senior high school but not even 'science3' and 'science'.

Proposing and Validating a Classification Method based on Knowledge Structure to Identify High-Quality Presentation Slides (고품질 슬라이드 선별을 위한 지식구조 기반 분류 기법)

  • Jung, Wonchul;Kim, Seongchan;Yi, Mun Y.
    • KIISE Transactions on Computing Practices
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    • v.20 no.12
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    • pp.676-681
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    • 2014
  • In order to discern and classify high-quality slides, our research proposes a classification method that utilizes a knowledge structure containing information on the presentation slides. After analyzing whether our knowledge structure captures the content's quality information, we developed a classification method based on the knowledge structure produced from the analysis results. With the proposed method, we compared results classified by quality of presentation slides. Through this comparison, we verified that the slides in the high quality group could be classified and were able to retrieve high quality slides. The results show that, by utilizing the cognitive model of a knowledge structure, our method can increase the effectiveness of classification when search or recommendation is conducted mainly with high-quality slides.

Knowledge Structure of Posttraumatic Growth Research: A Network Analysis (네트워크 분석을 통한 외상 후 성장 지식구조 연구)

  • Shin, JooYeon;Kwon, Sunyoung;Bae, Ka Ryeong
    • Journal of Industrial Convergence
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    • v.20 no.10
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    • pp.61-69
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    • 2022
  • Posttraumatic growth literature has been rapidly expanding in multiple academic disciplines. Purpose of this study is to examine the knowledge structure of posttraumatic growth utilizing a network analysis. Papers published between 1996 and 2018 were searched on the Web of Science, focusing on terms related to posttraumatic growth. One thousand six-hundred and fifty-nine keywords were published 6,343 times in 1,780 papers; thus, a total of 322 keywords (5,195 appearances) were selected for the final analysis. The network analysis and network visualization tool used were NodeXL and PFnet, respectively. The keywords which appeared the most frequently were "Posttraumatic growth," followed by "Posttraumatic Stress Disease," "Cancer," and "Trauma." A total of 322 nodes have been reduced to 175 nodes and divided into a total of five groups. The five groups were "Posttraumatic Growth in Cancer, Chronic/Serious Illness, and Disability," "Posttraumatic Growth-related Psychological Variables and Psychotherapy," "Posttraumatic Growth in the Context of Death," "Cognitive Mechanisms of Posttraumatic Growth," and "Vicarious Posttraumatic Growth." This study provides a systematic overview on the knowledge structure of posttraumatic growth by quantitatively network analysis.

A Cognitive Modeling Approach for Successful Adoption of e-business in the Port-Logistics Industry (인지모델링 기법을 활용한 항만물류산업의 성공적인 e-비즈니스 도입방안에 관한 연구)

  • Lee Hong-Girl;Chu Bong-Sung;Chang Jae-Gon;Lee Cheol-Yeong
    • Journal of Navigation and Port Research
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    • v.30 no.1 s.107
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    • pp.61-66
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    • 2006
  • In order to promote e-business in port-logistics area, many studies have been conducted since then However, despite those studies related to e-business in this area, prominent achievements have not been presented, and moreover, research in academic side has been very rare, comparing to that cf practical side. In this paper, we focus on factors affecting adoption of e-business in the field of port-logistics industry. The purpose of this study is to find the factors which affect adoption of e-business in port logistics industry, and establish its structure, based on a cognitive modeling. To achieve the aim of this research, we framed a cognitive map with empirical data collected from port-logistics firms. And from the results of analysis, some critical points for successful adoption cf e-business in port-logistics industry were suggested.

A Study on the Evaluation of the Cognition of the Circulation Efficiency in Geriatric Hospital (노인요양병원 진료부의 경로인지 효율성 평가에 관한 연구)

  • Bae, Sun-mi;Kim, Suk-Tae
    • Korean Institute of Interior Design Journal
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    • v.25 no.6
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    • pp.40-51
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    • 2016
  • The aim of this study is to quantitatively deduce the circulation efficiency and space arrangements of the outpatient department in geriatric hospitals in terms of spatial structure and to find a methodology that could promote the improvement of accessibility and spatial cognition while using the facilities. All space units of the selected twelve geriatric hospitals were located on the first floor. The study adopted the psychological distance concept of space syntax to the unitized spaces, and presented a set of indices, such as TD, PN, RF, PNT and TRF. These indices were calculated according to the standard clinical use procedures. The study evaluated the effectiveness of circulation. The analysis of circulation was based on the four major geriatric illnesses that were selected in this study. The study established the standard clinical use procedure with consideration of the medical treatment, examinations and space units of outpatient departments. The results are as follows: 1) Based on the statistical data, four major geriatric illnesses are examined, and space requirement and standard procedures are established. Development indicators are applied in order to quantitatively deduce the efficiency of spatial cognition. 2) The percentage of the risk of cognitive decline(TRF) has an inversely proportional correlation to the circulation efficiency(PNT) at a certain point. TRF is more influenced by the clinical use procedure than the scale. 3) The arrangement of the waiting space and types of corridor greatly affect the percentage of the risk of cognitive decline. 4) Vulnerable facilities are selected on the basis of the evaluation, and two alternatives that could promote the circulation efficiency are presented. The result of the reanalysis showed that cognitive efficiency had much improved compared to the existing facilities.

Efficient Radio Resource Allocation for Cognitive Radio Based Multi-hop Systems (다중 홉 무선 인지 시스템에서 효과적인 무선 자원 할당)

  • Shin, Jung-Chae;Min, Seung-Hwa;Cho, Ho-Shin;Jang, Youn-Seon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.5A
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    • pp.325-338
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    • 2012
  • In this paper, a radio resource allocation scheme for a multi-hop relay transmission in cognitive radio (CR) system is proposed to support the employment of relay nodes in IEEE 802.22 standard for wireless regional area network (WRAN). An optimization problem is formulated to maximize the number of serving secondary users (SUs) under system constraints such as time-divided frame structure for multiplexing and a single resource-unit to every relay-hop. However, due to mathematical complexity, the optimization problem is solved with a sub-optimal manner instead, which takes three steps in the order of user selection, relay/path selection, and frequency selection. In the numerical analysis, this proposed solution is evaluated in terms of service rate denoting as the ratio of the number of serving SUs to the number of service-requesting SUs. Simulation results show the condition of adopting multi-hop relay and the optimum number of relaying hops by comparing with the performance of 1-hop system.

A Cognitive Modeling Approach for Successful Adoption of e-business in the Port-Logistics Industry (항만물류산업의 S-비즈니스화를 위한 인지모델링적 접근)

  • Lee Hong-Girl;Chu Bong-Sung;Chang Jae-Gon;Lee Cheol-Yeong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2005.10a
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    • pp.275-280
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    • 2005
  • in order to promote e-business in port-logistics area, many studies have been conducted since then. However, despite those studies related to e-business in this area, prominent achievements have not been presented, and moreover, research in academic side have been very rare, compare to toot of practical side. In this paper, we focus on factors affecting adoption of e-business in the field of port-logistics industry. The purpose of this study is to find the factors which affect adoption of e-business in port logistics industry, and establish its structure, based on a cognitive modeling. To achieve the aim of this research, we framed a cognitive map with empirical data collected from port-logistics firms. And from the results of analysis, some critical points for successful adoption of e-business in port-logistics industry were suggested.

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