• Title/Summary/Keyword: Convergence Correlation

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Parametric and Non Parametric Measures for Text Similarity (텍스트 유사성을 위한 파라미터 및 비 파라미터 측정)

  • Mlyahilu, John;Kim, Jong-Nam
    • Journal of the Institute of Convergence Signal Processing
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    • v.20 no.4
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    • pp.193-198
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    • 2019
  • The wide spread of genuine and fake information on internet has lead to various studies on text analysis. Copying and pasting others' work without acknowledgement, research results manipulation without proof has been trending for a while in the era of data science. Various tools have been developed to reduce, combat and possibly eradicate plagiarism in various research fields. Text similarity measurements can be manually done by using both parametric and non parametric methods of which this study implements cosine similarity and Pearson correlation as parametric while Spearman correlation as non parametric. Cosine similarity and Pearson correlation metrics have achieved highest coefficients of similarity while Spearman shown low similarity coefficients. We recommend the use of non parametric methods in measuring text similarity due to their non normality assumption as opposed to the parametric methods which relies on normality assumptions and biasness.

Convergence of the Image of the Professor in Human Resources of Small and Medium Enterprises to Self Image : Mediating effect of voice image (중소기업 인적자원의 교수자이미지가 자아이미지에 미치는 융합연구 : 교수자음성이미지의 매개효과)

  • Kim, Jeoung-Yeoul
    • Journal of Convergence for Information Technology
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    • v.7 no.4
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    • pp.229-234
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    • 2017
  • The purpose of this study was to investigate 188 university students at Seoul National University and to present self - image data to university students for the development of small and medium human resources. The results of the study are as follows. First, there was a positive correlation between the correlation between the image of the trainee perceived by university students and the self - image, the correlation between the image of the trainee perceived by the university students and the voice image, and the correlation between the voice image and the self - image perceived by university students. Second, as a result of examining whether or not the voice image is mediated in the relationship between the image of the talent and the self - image perceived by university students, Therefore, it is confirmed that as the image level of the talent related to the human resource of SMEs increases, the level of the voice image increases and the self image level also improves accordingly.

The Effects of Industrial Workers' Job Stress and Oral Health Related Quality of Life on Subjective Happiness in convergence era (융복합시대 산업장 근로자의 직무 스트레스 및 구강건강 관련 삶의 질이 주관적 행복감에 미치는 영향)

  • Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.7 no.4
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    • pp.185-194
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    • 2017
  • The purpose of this study was to evaluate the association between industrial workers' job stress and oral health related quality of life and subjective happiness. The subjects of this study were 228 workers, from August 8 to September 2, 2016, research tool was the structured, anonymous, self-administrated questionnaire. The data were analyzed by SPSSWIN 18.0, t-test and one way ANOVA, Scheffe' post hoc test, Pearson correlation and Hierarchial multiple regression. Negative correlation was found between job stress and OHIP-14 and between job stress and subjective happiness and positive correlation was found between OHIP-14 and subjective happiness. As for the explanatory power of the independent variables affecting subjective happiness, gender, self-reported living status, self-reported general health, dental checkups, and job stress were significant variables. It is therefore necessary to run an industrial oral intervention program on a regular basis and cope positively with stress with the objective of helping workers improve their subjective happiness.

The Convergence relation of Critical Thinking Disposition and Problem-Solving Ability of Dental Hygiene Students (치위생과 학생들의 비판적 사고 성향과 문제해결능력과의 융합적 관련성)

  • Jun, Mee-Jin;Kim, Jeong -Sun
    • Journal of Convergence for Information Technology
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    • v.9 no.1
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    • pp.1-11
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    • 2019
  • The study was to investigation the correlation between critical thinking and problem-solving abilities of 320 dental hygiene students enrolled in H university, J region from June 1 to August 30, 2018. The data was analyzed by ANOVA, pearson's correlation and multiple regression using SPSS 18.0 program. The correlation between critical score 3.36 while problem solving ability score 3.41. The correlation between critical thinking problem-solving abilities of the subjects was statistically significant. The significant variables included problem-solving(${\beta}=0.107$)(p<0.05), academic performance(${\beta}=-0.081$)(p<0.05) with an explanatory power of 52.2%. It is necessary to develop a curriculum and learning method in improvement for critical thinking and problem-solving abilities change in educational environment of dental hygiene students.

Correlation between sensory processing pattern and stress response in university students (대학생의 감각 처리 유형과 스트레스 반응과의 상관관계)

  • Choi, Yu-Jin
    • Journal of Convergence for Information Technology
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    • v.11 no.7
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    • pp.195-201
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    • 2021
  • This study analyzed the correlation between sensory processing types and stress responses in university students. A survey was conducted on 99 university students in Gyeonggi-do and Chungcheong-do. The survey contents consisted of Adolescent/Adult Sensory Profile and Stress Response Inventory. Data were analyzed using SPSS version 21.0 for descriptive statistics and Pearson correlation. As a result of the study, low-registration and sensory sensitivity were all correlated except for aggression of stress response, and sensory avoiding was all correlated of stress response. Sensory seeking was net related to any domain of stress response. Based on the results of this study, taking into account the correlation between sensory processing types and stress responses, it is recommended for convergence with other treatments to develop self-regulation strategies for coping with stress in university students.

Convergence study on the relationship between vertical jump and lower extremity muscle strength in elementary school baseball players (초등학교 야구 선수의 수직 점프 및 다리 근력 간 상관관계에 대한 융합연구)

  • Jeong, Ho-Jin;Park, Se-Ju
    • Journal of the Korea Convergence Society
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    • v.12 no.8
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    • pp.61-66
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    • 2021
  • The purpose of this study was to investigate the relationship between vertical jump and lower extremity muscle strength of elementary school baseball players. This study subjects were conducted with a total of 40 subjects. Vertical jump was measured using a vertical jump gauge, and a hand held dynamometer was used to measure lower extremity muscle strength. For the measurement of lower extremity muscle strength, flexion·extension·adduction·abduction·internal rotaiton·external rotation of both hip joint, flexion·extension of both knee joint, dorsi flexion·plantar flexion of both ankle joint were measured. pearson's correlation analysis was used to analyze the correlation between vertical jump and lower extremity muscle strength. From these results, it was found that the stronger the leg muscles except for the plantar flexion, the higher the vertical jump was, indicating a positive correlation. In future studies, follow-up studies on the relationship between batting ability and vertical jump & lower extremity muscle strength are needed.

Correlation of motor and non-motor symptoms in Parkinson's disease: a factor-analytic convergence study (파킨슨병 환자의 운동과 비운동 증상의 상관관계: 요인 분석 융합 연구)

  • Gang, Miyeong
    • Journal of the Korea Convergence Society
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    • v.13 no.4
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    • pp.71-78
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    • 2022
  • Parkinson's disease (PD) is clinically characterized by a variety of motor and non-motor symptoms, including cognitive and neuropsychiatric symptoms. Integrating a large variety of symptoms into a small number of clinical subtypes could be valuable for appropriate and early therapeutic intervention. As a first step toward this aim, this study attempted to identify correlation patterns among motor, cognitive and neuropsychiatric symptoms in PD without dementia. One hundred four non-demented patients with PD underwent a comprehensive motor, neuropsychological, and neuropsychiatric assessments. Factor analysis was performed to identify correlation patterns among demographic, motor, cognitive and neuropsychiatric variables. The eight factors were extracted: 1 motor-related, 3 cognitive-related and 4 neuropsychiatric factors. We indentified that characteristics of correlation can have associated symptom pattern in the disease process of Parkinson's disease. The current results suggest that a broad range of motor and non-motor symptoms in PD may be reducible to a small number of clinical parameters, which may be useful for identifying clinical subtypes of PD for individual patients.

Effects of Convergence Cadaver Practice on Nursing Professionalism and Major Satisfaction in Nursing Students (간호대학생의 융합카데바 실습이 간호전문직관, 전공만족도에 미치는 영향)

  • Yang, In-Suk
    • Journal of Convergence for Information Technology
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    • v.10 no.3
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    • pp.38-47
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    • 2020
  • This study is designed as a one group pretest-posttest design the practice to investigate the effects of convergence cadaver practice on nursing professionalism and major satisfaction of nursing students. The participants were 133 nursing students who were in the anatomy course of M college from October 1 to October 30, 2018. The nursing professionalism resulted in changes from 3.50±.87 before the convergence cadaver practice to 3.44±.98 (t=.98, p<.330) after the convergence cadaver practice, and major satisfaction changed from 3.83±.81 before the convergence cadaver practice to 3.91±.78 (t=-.95, p<.345) after the convergence cadaver practice. The correlation between nursing professionalism and major satisfaction showed a positive correlation (r=.54, p>.001). Partial results of sub-areas showed increase, however, future studies that aim to develop and investigate the effects of specific convergence education program which includes cadaver practice to enhance qualitative structure of specialized foundation knowledge are needed.

On Improving Convergence Speed and NET Detection Performance for Adaptive Echo Canceller (향상된 수렴 속도와 근단 화자 신호 검출능력을 갖는 적응 반향 제거기)

  • 김남선
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1992.06a
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    • pp.23-28
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    • 1992
  • The purpose of this paper is to develop a new adaptive echo canceller improving convergence speed and near-end-talker detection performance of the conventional echo canceller. In a conventional adaptive echo canceller, an adaptive digital filter with TDL(Tapped-Delay Line) structure modelling the echo path uses the LMS(Least Mean Square) algorithm to cote the coefficients, and NET detector using energy comparison method prevents the adaptive digital filter to update the coefficients during the periods of the NET signal presence. The convergence speed of the LMS algorithm depends on the eigenvalue spread ratio of the reference signal and NET detector using the energy comparison method yields poor detection performance if the magnitude of the NET signal is small. This paper presents a new adaptive echo canceller which uses the pre-whitening filter to improve the convergence speed of the LMS algorithm. The pre-whitening filter is realized by using a low-order lattice predictor. Also, a new NET signal detection algorithm is presented, where the start point of the NET signal is detected by computing the cross-correlation coefficient between the primary input and the ADF(Adaptive Digital Filter) output while the end point is detected by using the energy comparison method. The simulation results show that the convergence speed of the proposed adaptive echo canceller is faster than that of the conventional echo canceller and the cross-correlation coefficient yield more accurate detection of the start point of the NET signal.

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A Reliability Analysis on the Fatigue Life Prediction in Carbon/Epoxy Composite Material (Carbon/Epoxy 복합재료의 피로수명예측에 관한 신뢰성 해석)

  • Jang, Seong-Soo
    • Journal of the Korean Society of Industry Convergence
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    • v.10 no.3
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    • pp.143-147
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    • 2007
  • In recents years, the statistical properties has become an important quantity for reliability based design of a component. The effects of the materials and test conditions for parameter estimation in residual strength degradation model are studied in carbon/epoxy laminate. It is shown that the correlation between the experimental results and the theoretical prediction on the fatigue life distribution using the life distribution convergence method is very reasonable.

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