• Title/Summary/Keyword: 회귀목

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The empirical study on combining mathematics and statistics into S/W and H/W curriculum (소프트웨어와 하드웨어 교육과정에서 수학/통계를 연계한 실증연구)

  • Lee, Seung-Woo
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.4
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    • pp.629-639
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    • 2010
  • This paper shows that mathematics and statistics are not only a necessity but a strategic element in contributing for the competitiveness of field of S/W and H/W. First, a survey was conducted to investigate the perceived importance of mathematics and statistics to the specialists of the field. Second, computer programming was implemented in university mathematics courses to understand the educational effect related to problem solving ability. Third, a educational case in which mathematics and statistics in S/W and H/W subject were combined was analyzed. Lastly, an effective plan for mathematics and statistics education in the field of S/W and H/W will be presented.

A case study on programming academic achievement: Focused on the hardware curriculum (프로그래밍 학업성취도에 관한 사례연구: 하드웨어 교과과정 중심으로)

  • Lee, Seung-Woo
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.4
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    • pp.779-790
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    • 2014
  • The purpose of this study is to find the programming capability for the students majoring in H/W. For implementing this purpose, first, the academic achievements on the C language and C++ language are measured for the graduates-to-be majoring in H/W and S/W. Second, the H/W and S/W curriculum are compared and analyzed to derive the relevant factors to give influence on the academic achievement of the programming. Third, to find the influence of mathematic competence on the academic achievement of the programming, the relevance is analyzed in terms of the regression analyses between mathematics curriculum and programing curriculum. This paper presents the effective teaching method for the improvement of the programming academic achievement in the H/W curriculum.

Fishfauna of the Baekdudaegan (Manbokdae-Siribong) Mountain Area Streams (백두대간(만복대~시리봉) 일대 계류의 어류상)

  • 심재환
    • Korean Journal of Environment and Ecology
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    • v.16 no.4
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    • pp.403-408
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    • 2003
  • Fishfauna were investigated in the Baekdudaegan Mountain area (Manbokdae-siribong) streams. At the uppertributary of Seomjin River, 17 species of 5 families were collected and the dominant species was Zacco temminki. Korean endemic species were six (35.3%) species, Acheiognathus koreensis, Coreoleuciscus splendidus, Squalidus gruacilis majimae, Microphysogobio yaluensis, Iksookimia longicorpus, and Odontobutis platycephala. Only Lampetra reissneri designated as a vulnerable species, was confirmed at the stream. At the upper streams of the Nakdong River, collected fishes were identified as 11 species of 3 families. The dominant species was Zacco temmincki, and two species (18.2%), Squalidus gracilis. majiimae and Ikosokimia longicorpus were Korean endemic.

The Study on Vigor and External Factors of Tree in Damaged Pine Stands by Thecodiplosis japonensis Uchida et Inouye (솔잎혹파리 피해임지내 수목의 외형적 인자와 관련한 수세변동과정 해석)

  • Lee, Chan-Yong;Kim, Joung-Kuk;Chae, Hee-Mun;Lee, Sang-Bae;Won, Dae-Sung
    • Journal of Forest and Environmental Science
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    • v.18 no.1
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    • pp.45-52
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    • 2001
  • This paper investigated external factors (height. crown width. diameter breath height, clear length) of tree and electric resistance ($k{\Omega}$) in damaged forest by Thecodiplosis japonensis Uchida et Inouye. The height. crown width and diameter breath height of tree external factors have high a coefficient of correlation. but clear length has not a coefficient of correlation. In relationship of electric resistance and external factor. big tree that height. crown width. diameter breath height has lower electric resistance value than that of small tree. (low electric resistance value is high tree vigor, high electric resistance value is low tree vigor)) Dead tree have smaller diameter breath height. crown width. higher clear length than survival tree in damaged forest by Thecodiplosis japonensis Uchida et Inouye. To investigation of relationship external factors according to electric resistance value. electric resistance value was divided three class (< $l4k{\Omega}$, possible of survival. $14{\sim}20k{\Omega}$, > $20k{\Omega}$, possible of dead). In lower class(< $l4k{\Omega}$), external factors have bigger which was height. crown width. diameter breath height and lower which was clear length than them of higher class ($14{\sim}20k{\Omega}$, > $20k{\Omega}$). Linear regression solutions of electric resistance and external factors were Y = -0.572 ${\times}$ Height - 1.163 ${\times}$ crown width - 0.242 ${\times}$ diameter breath height + 0.757 ${\times}$ clear length + 25.765. Regression solutions were significant in 5%.

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Biomass Regressions of Pinus densiflora Natural Forests of Four Local Forms in Korea (한국산(韓國産) 4개(個) 지역형(地域型) 소나무천연림(天然林)의 물질(物質) 현존량(現存量) 추정식(推定式)에 관(關)한 연구(硏究))

  • Park, In Hyeop;Kim, Joon Seon
    • Journal of Korean Society of Forest Science
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    • v.78 no.3
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    • pp.323-330
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    • 1989
  • Pinass densiflora natural forests of four local forms in Korea were studies to investigate effective biomass estimation method. Dimension analysis was used and three allometric regression models, such as logWt=A+BlogD, logWt=$A+B1ogD^2H$ and 1ogWt=A+BlogD+ClogH were applied to estimate biomass, The most accurate estimation was made by the regression model of logWt=A+BlogD+ClogH where Wt is dry weight, D is diameter at breast height, and H is tree height. However, dry weights of cones and dead branches were remotely related to tree size factor, such as D and H. In the interest of practical use. generalized allometric regressions for all samples trees of four stands were computed and analysis of covariance was used to compare the allometric regressions among the four stands. Based on the test criteria applied in this study, significant differences were found in terms of error variance and regression intercept, not in terms of regression slope. These trends suggest a generalized biomass regression is not valid for accurate estimation over a range of four local form stands.

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Growth and Nutrient Dynamics of Planted Tree Species Following Fertilization in a Fire-Disturbed Urban Forest (도시 숲 산불피해지의 시비에 따른 식재 수목의 생장 및 양분 동태)

  • Choonsig Kim;Gyeongwon Baek
    • Journal of Korean Society of Forest Science
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    • v.113 no.2
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    • pp.143-152
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    • 2024
  • This study was conducted to evaluate the growth and nutrient dynamics in response to fertilization of four tree species (LT: Liriodendron tulipifera L.; PY: Prunus yedoensis Matsumura; QA: Quercus acutissima Ca rruth; a nd PT: Pinus thunbergii Parl.) planted in a fire-disturbed urban forest in Bongdaesan (Mt.), Ulsan Metropolitan Area, South Korea. The trees were planted in 2009, and compound fertilizers (N6P4K1) were applied in April 2013 and March 2014. Tree growth, soil, and foliage nutrients were examined from March 2013 to October 2016. The regression coefficients for the increment of the diameter at breast height (DBH) significantly differed between the fertilized and unfertilized plots, suggesting the significant effects of fertilization. By contrast, fertilization did not affect the coefficients for height increments. Regarding soil nutrient contents, organic carbon and total nitrogen concentrations were lower in the fertilized plots than in the unfertilized plots, whereas available phosphorus, exchangeable calcium, and magnesium concentrations were higher in the fertilized plots than in the unfertilized plots. In foliage, nitrogen and phosphorus concentrations were higher in the fertilized plots than in the unfertilized plots, whereas potassium, calcium, and magnesium concentrations were not affected by fertilization. Nutrient concentration of foliage among the tree species were higher in LT and PY than in QA and PT. These results suggest that fertilizers may be used to enhance soil fertility and the growth and nutrient status of tree species planted in a fire-disturbed urban forest.

Convergence study on the influence of dental hygiene student supporting awareness in their empathy about elderly (치위생(학)과 학생의 노인에 대한 부양의식이 공감력에 미치는 요인에 관한 융합연구)

  • Park, Sin-Young
    • Journal of Convergence for Information Technology
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    • v.7 no.5
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    • pp.25-30
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    • 2017
  • This study was to investigate the supporting awareness and empathy with the dental hygiene student. The participants were 193 dental hygiene students in Gwang Ju city and analyzed by the frequency analyzed, t-test, ANOVA, pearson corelation coefficients and multiple regression analysis using IBM SPSS STATICS 20.0. Supporting awareness and empathy about the elderly had a significant positive correlation. Factors influencing empathy were interest of elderly problem and supporting awareness. It is necessary to the establishment of a subject and education program about elderly in dental hygiene students.

Effects of S-PBL in Fundamental Nursing Practicum among Nursing Students : Comparision Analysis of a Ordinary Least Square and a Quantile Regression for Critical Thinking Disposition (간호학생의 기본간호학실습 교과목에서 S-PBL의 효과 : 비판적 사고성향을 중심으로 최소자승법과 분위회귀분석의 비교분석)

  • Jun, Won Hee;Lee, Eunju
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.1036-1045
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    • 2013
  • The purpose of this study was to examine the effects of Simulation as a Problem-Based Learning (S-PBL) on critical thinking disposition, self-efficacy, and learning attitude and to compare an ordinary least square and a quantile regression method in impacting factors on critical thinking disposition. 143 students from six classes were randomly selected from a total of ten fundamental classes were assigned 66 in the control group and 77 in the experimental group. The results were that the experimental group received S-PBL and improved their critical thinking disposition and self-efficacy compared to the traditional learning method. In ordinary least square, affecting factors on critical thinking were the learning method and self-efficacy and these variables explained 41.0% in the critical thinking disposition. The results of the quantile regression method showed that affecting factors of critical thinking disposition were learning attitude of 0.1 quantile to 0.7 quantile and self-efficacy of all quantiles, and learning attitude of 0.4, 0.6, and 0.7 quantiles. Conclusion: The S-PBL is an effective method for nursing students who have low critical thinking disposition score to increase critical thinking disposition. And instructors can actively use S-PBL to enhance critical thinking disposition as well as self-efficacy in class.

A Study on Factors of the Academic Achievement in Computer Training Courses as the Liberal Arts in University (대학 컴퓨터 실습 교양과목에서의 학업성취 요인에 대한 연구)

  • Kim, Wanseop
    • Journal of The Korean Association of Information Education
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    • v.17 no.4
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    • pp.433-447
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    • 2013
  • The purpose of this study is to find out the factors of the students' achievement on the computer training courses which are based on computer practice. In order to improve the academic achievement of the students, it is necessary to analyze the factors affecting academic achievement and apply the results of the analysis to education. In particular, it is necessary to study for finding out factors of the academic achievement in practical computer training courses, because these courses are different from other courses focusing on the theory. In this study, in order to find out the factors, the logistic regression analysis and the decision tree analysis which is the field of data mining were peformed. For the experimental data, the test results of the MOS certification of the S university in seoul were used. Through logistic regression analysis it is found that the factors of the professors, class size, lecture time, group(lecture period) are important in order. Through decision tree analysis of data mining, it is found that there are some additional factors ; entrance year, whether the course is retaken, and the classroom environment. and these various factors effect the academic achievement compositively as identified through the model tree. The tree model was presented as a result of the analysis, and the importance of the factors is expressed numerically from multiple tree models by using the proposed mathematical formula.

Performance Comparison of Korean Tongue and Groove Joint between Hand-made and Pre-cut (주먹장 접합부의 수가공과 기계가공의 성능비교)

  • Kim, Gwang-Chul;Kim, Jun-Ho
    • Journal of the Korean Wood Science and Technology
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    • v.44 no.5
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    • pp.664-676
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    • 2016
  • Recently, the demand on the Hanok have been increased with social change. However, Hanok has a major problem of a rising costs caused by hand-made process. So, performance comparison between hand-made process and pre-cut process was conducted to modularize the joints in Hanok. Douglas-fir was used to manufacture the structural size dovetail joints by hand-made and pre-cut precess. The bending strengths on joints with two process were evaluated. The average ultimate load of pre-cut joints was 1.5 times higher than that of hand-made joints. F-test results in both process showed a great relationships between ultimate load and tenon's size variation. The length and thickness of tenon showed a proportional relationship with the ultimate load, but the tenon width showed inverse proportion with the ultimate load. This results may be used as basic data for the joint modularization of Hanok.