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Improved Decision Tree-Based State Tying In Continuous Speech Recognition System (연속 음성 인식 시스템을 위한 향상된 결정 트리 기반 상태 공유)

  • ;Xintian Wu;Chaojun Liu
    • The Journal of the Acoustical Society of Korea
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    • v.18 no.6
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    • pp.49-56
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    • 1999
  • In many continuous speech recognition systems based on HMMs, decision tree-based state tying has been used for not only improving the robustness and accuracy of context dependent acoustic modeling but also synthesizing unseen models. To construct the phonetic decision tree, standard method performs one-level pruning using just single Gaussian triphone models. In this paper, two novel approaches, two-level decision tree and multi-mixture decision tree, are proposed to get better performance through more accurate acoustic modeling. Two-level decision tree performs two level pruning for the state tying and the mixture weight tying. Using the second level, the tied states can have different mixture weights based on the similarities in their phonetic contexts. In the second approach, phonetic decision tree continues to be updated with training sequence, mixture splitting and re-estimation. Multi-mixture Gaussian as well as single Gaussian models are used to construct the multi-mixture decision tree. Continuous speech recognition experiment using these approaches on BN-96 and WSJ5k data showed a reduction in word error rate comparing to the standard decision tree based system given similar number of tied states.

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Effects of Hatha Yoga Exercise on Body Composition, Serum Lipids, and Health-Related Fitness of Obese Middle-Aged Women (하타요가 운동이 비만중년여성의 신체조성, 혈청지질 및 건강체력에 미치는 영향)

  • Kim, Do-Yeon;Lee, Jeong-Ah;Yang, Jum-Hong
    • Journal of Life Science
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    • v.21 no.4
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    • pp.521-528
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    • 2011
  • The purpose of this study was to analyze the effects of Hatha Yoga exercise on the body composition, serum lipids, and health-related fitness of obese middle-aged women. The subjects in the Hatha Yoga exercise group (n=9) were 18 obese middle-aged women that trained for 16 weeks and a control group (n=9). Body composition, serum lipids, and health-related fitness were measured in all of the subjects before the start of the training program and at the end of the 16 weeks. The findings of this study were as follows. Body weight, %BF, BMI, WHR, VFA, TC, TG, LDL-C, FFA, and HOMA-IR significantly decreased, whereas LBM, HDL-C, grip strength, back strength, push-ups, sit-ups, Harvard step test, and sitting trunk flexion significantly increased in the Hatha Yoga exercise group after 16 weeks. Therefore, regular and continuous Yoga exercise was effective in improving body composition, serum lipids, and health-related fitness. Consequently, Yoga exercise could be effective for preventing cardiovascular disease caused by obesity in middle-aged women.

Analysis of Spike Motion in Male Professional Volleyball foreigner Players (남자 프로배구 용병선수들의 스파이크 동작 분석)

  • Kang, Sang-Hack
    • Korean Journal of Applied Biomechanics
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    • v.19 no.2
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    • pp.359-367
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    • 2009
  • This study was conducted to provide useful information for the scientific training of spikes and instruction, by analyzing all kinematical variants including time, distance, velocity, angle factors in spike movements of volleyball matches. The subjects were 4 foreigner players, who participated in the V-League of 2008-2009. The conclusion from this study is as follows. Time for a jumping step was .33s, and Angelko had a bit longer takeoff time than other players. In Angelko and Anderson who were leading in attack power, the whole distance of a spike motion was relatively short, less than 4m. The moment when the center of gravity reached the lowest point was when the right foot bearing weight in the jumping step was passing the left foot, and the highest point of gravity was 2.30m, which appeared just before the impact. The horizontal speed of the center of the gravity was highest as 4.19m/s at the beginning of a jumping step, and lowest at the stance phase of the fore foot just before takeoff. The vertical speed of the center of the gravity was lowest after the right foot touched the ground, and highest after the takeoff of the fore foot. Impact was 3.22m, and the highest ball speed was 28.18m/s.

Effects of Skipping Breakfast based on the Frequency of Skipping Breakfast of Middle School Students in Sangju, Gyeongbuk Province (경북 상주 일부 중학생의 아침결식 빈도에 따른 결식 관련요인)

  • Park, Pil-Sook;Song, Eun-Joo;Hwang, Soon-Ran;Park, Kyung-Ok;Park, Mi-Yeon
    • Korean Journal of Human Ecology
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    • v.20 no.4
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    • pp.861-869
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    • 2011
  • This paper examined the frequency of skipping breakfast by middle school students for one week. It carried out the study in order to understand the ways skipping breakfast effected other habits. The subjects were 467 middle school students (219 boys, 248 girls). The results of the survey were as follows; average male students were $171.16{\pm}5.9cm$, $61.45{\pm}10.0kg$, and $20.93{\pm}2.9$ in height, weight and body mass index, while the average female students were $159.27{\pm}6.0cm$, $51.62{\pm}7.9kg$ and $20.33{\pm}2.8$. As for the reasons for skipping breakfast, 58.0% of the subjects responded that they had no time. The frequency of skipping breakfast was divided into the eating group (0~1 time) and the skipping breakfast group (2~3times/week, 4~5 times/week, or 6~7 times/week). As the frequency of skipping breakfast increased, so the rate of the subjects eating alone was higher and eating with family lower(p<.05). The dietary behavior change stage was divided into contemplation stage, preparation stage, action stage, and maintenance stage. The eating group(59.2%) was higher than the skipping breakfast group(29.1%~46.3%) in the rate of subjects maintenance stage(p<.01). Accordingly, skipping breakfast was closely connected with eating habits in their families. A dietitian needs to teach the importance of meals and life habits, so as to enhance public awareness of health and nutrition to the students. Subjects of nutrition education must even enlarge their parents as well as the students.

An Analysis on the North-Africa Entry Strategies of Korea Logistics Companies (조선산업의 글로벌 경쟁력 강화를 위한 한중 선박금융제도의 비교연구)

  • Choi, Chang-Yeoul;Ham, Hyung-Bum
    • International Commerce and Information Review
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    • v.14 no.4
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    • pp.317-337
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    • 2012
  • This study has investigated shipping finance systems in Korea and China, and extracted negative factors based on it to propose a way to develop the shipping financial system in Korea for shipbuilding industry and marine transportation. From after the global financial crisis in 2008 to right before the Lehman Brothers Holdings bankruptcy, shipping finance has been dominated by the major industrialized countries in Europe. However, the weight point is moving to the countries in Asia region such as Korea, Japan, and China based on relatively strong banking system and low interests rate. This study focused on the alternatives the current situation that the starter of shipping finance among three countries in Northeast Asia, South Korea is facing China's challenges. In the paper, shipping finance in Korea presented its defectives such as the limits of ship financing, lack of professional workforces, ever-present foreign exchange risks, and lack of understandings of the parties. As the countermeasures of them, it proposed establishing professional institute for ship financing, training professionals in financial industry, raising foreign credentials of won, and continuing associations between the parties. Even though we are the first Asian country introduced ship funds, the ship funds growth in China shall be under our eyes while we keep systemic networks between shipping, ship building, and ship financing.

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A Content Analysis on Career Education in Home Economics Textbook of the Secondary School developed by the 7th Educational Process (제7차 교육과정의 중등학교 가정 교과서에 나타난 진로교육 내용분석)

  • Son, Hyeon-Hee;Park, Mi-Jeong;Chae, Jung-Hyun
    • Journal of Korean Home Economics Education Association
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    • v.21 no.4
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    • pp.145-158
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    • 2009
  • The purpose of this study was to find out how much home economics(HE) textbook was focused on what kind of factors in career education, by analyzing the HE textbooks from the 7th grade(1st grade of the middle school) to the 10th grade(1st grade of high school), which were developed by applying the 7th educational process. 12 textbooks which were published by three publishers were randomly selected by grade. This study used the instrument developed by Korea Research Institute for Vacational Education & Training(2001) as an analysis frame, along with a content analysis system. The results of this study were as follows. The publishers of HE textbook stressed similar points in each section of career education, evenly reflecting the objectives and contents of career education. Three kinds of publishers also placed the same weight on the factors of career education in each unit, and suggested the contents related to career education in the whole units. HE textbook was designed to lead learners to understand self and have interest in varied occupations. Additionally, it provided the learners with a chance to consider their career and occupation by means of detailed job information, and its contents including learning of occupational ability for job selection were useful to plan and prepare for career. Accordingly, as HE textbook is most effective to promote connection between work and learning and contains proper factors of career guidance, it is one of the most appropriate textbooks to deal with career education.

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Preceding Research for Estimating the Maximal Fat Oxidation Point through Heart Rate and Heart Rate Variability (심박 및 심박변화를 통한 최대 지방 연소 시점의 추정)

  • Sim, Myeong-Heon;Kim, Min-Yong;Yoon, Chan-Sol;Chung, Joo-Hong;Noh, Yeon-Sik;Park, Sung-Bin;Yoon, Hyung-Ro
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.9
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    • pp.1340-1349
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    • 2012
  • Increasing the oxidation of fat through exercise is the recommendable method for weight control. Preceding researches have proposed increase in the usage of fat during exercise in stabilized state and under maximum exertion through aerobic training. However, such researches require additional equipment for gas analysis in order to measure the caloric value or gas exchange of subjects during exercise. Such equipments become highly restrictive for those exercise and cause substantially higher cost. According to this, we have presented the method of estimating the maximal fat oxidation point through changes in LF & HF which reflects changes in heart rate and the autonomic nervous system in order to induce exercise for a less restrictive and efficient fat oxidation than existing methods. We have conducted exercise stress test on subject with similar exercise abilities, and have detected the changes in heart rate and changes in LF & HF by measuring changes in fat oxidation and measuring ECG signals at the same time through a gas analyzer. Changes in heart rate and HRV of the subjects during exercising was detected through only the electrocardiographic signals from exercising and detected the point of maximum fat oxidation that differs from person to person. The experiment was carried out 16 healthy males, and used Modified Bruce Protocol, which is one of the methods of exercise stress test methods that use treadmill. The fat oxidation amount during exercise of all the subjects showed fat oxidation of more than 4Fkcal/min in the exercise intensity from about 5 minutes to 10 minutes. The correlation between the maximal fat oxidation point obtained through gas analysis and the point when 60% starts to be relevant in the range from -0.01 to 0.01 seconds for values of R-R interval from changes in heart rate had correlation coefficients of 0.855 in Kendall's method and in Spearman's rho, it showed significant results of it being p<0.01 with 0.950, respectively. Furthermore, in the changes in LF & HF, we have determined the point where the normalized area value starts to become the same as the maximal fat oxidation point, and the correlation here showed 0.620 in Kendall and 0.780 in Spearma of which both showed significant results as p<0.01.

The Effect of 4-Week Health Promotion Summer Camp on the Metabolic Syndrome and Insulin Resistance among Obese Elementary Students (비만 초등학생의 4주 여름 건강증진캠프 참여가 대사증후군 및 인슐린저항성에 미치는 효과)

  • Kim, Hee-Jung;Jekal, Yoonsuk
    • Journal of the Korean Applied Science and Technology
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    • v.38 no.4
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    • pp.1117-1128
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    • 2021
  • The purpose of the current study was to investigate the effects of 4-week health promotion intervention program consisting of high-intensity aerobic exercise to improve energy consumption and cardiorespiratory capacity, circuit training to strengthen muscular strength and endurance and education for lifestyle changes on the obesity level, physical fitness, insulin resistance and metabolic syndrome among overweight or obese elementary school students. Twenty three overweight or obese children as obese group and 15 normal body weight children as normal group were recruited. The health promotion program consisted of two exercise sessions and one education session, 3days/week in 4-week. Obesity level(body mass index, waist circumference, %body fat), physical fitness(muscular strength, muscular endurance, flexibility, cardiopulmonary fitness), insulin resistance(homeostasis model assessment of insulin resistance) and metabolic syndrome risk factors(blood pressure, fasting glucose, triglycerides, high density lipoprotein cholesterol) were measured. There was not significant decrease in obesity level; however, there were significant improvement in physical fitness, insulin resistance and metabolic syndrome risk factors after program participation among obese children. As a result, through participation in the summer camp consisting mainly of exercise, the improvement of the physical fitness level and the decrease of insulin resistance had an effect on the reduction of the metabolic syndrome frequency.

Correlation between Sasang Constitution and Eight Principle Pattern Identification, Qi-Blood Pattern Identification, Bing-Xie Pattern Identification by using Oriental Diagnosis System (전문가시스템을 활용한 사상체질과 팔강변증, 기혈변증, 병사변증간의 상관관계)

  • Hwang, Kyo Seong;Park, Jun Gwan;Choi, Seong Un;Noh, Yun Hwan;Cho, Young Seuk;Shin, Dong Ha;Kwon, Young Kyu
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.32 no.6
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    • pp.370-374
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    • 2018
  • Oriental Diagnosis System(ODS) is an artificial intelligence program that utilize entered diagnosis knowledge, determine patient's disease and decide right medicine. The purpose of this study is to find a correlation between pattern Identification in Korean medicine and each sasang types(Tae-Eum and So-Yang) by analyzing ODS diagnosis result. Eventually our study secure availability of using ODS program at clinical training or developing diagnosis program. Subject of this study is 50 patients who was performed Sasang constitution diagnosis (28 patients were Tae-Eum and 22 patients were So-Yang). We analyize patient's diagnosis records by using ODS program and obtained result about pattern Identification. We used SPSS statistics 23 in analyzing the differences of the scores of Eight Principle Pattern Identification, Qi-Blood Pattern Identification, and Bing-xie Pattern Identification in each Sasang types (Tae-Eum, So-Yang). The Heat and Heat-moisture scores were significantly different(p<0.05) and Qi-Blood Pattern Identification scores were not different in each Sasang types(p>0.05). And Weight was significantly different in each Sasang types(p<0.05). It is hard to generalize the result because subject of this study was not enough and had sample speciality(tinnitus patients). However, we explained correlation between pattern Identification in korean medicine and each sasang types based on quantifiable and objective evidence system. it can be used at education of korean medicine and evidence of practice diagnosis. Futhermore, there have been no studies about anaylizing correlation between pattern Identification in Korean medicine and each sasang types using ODS program. So it is worthy of being utilized at clinical evidence data of ODS program.

Superhongmi bran extract improves lipid profile and menopause symptoms: a randomized, placebo-controlled clinical trial (슈퍼홍미 미강 추출물의 폐경 후 여성의 혈중 지질 농도 및 대사성 질환 개선 효과)

  • Chung, Soo Im;Nam, Su Jin;Liang, Jie;Ma, Jing Wen;Kang, Mi Young
    • Korean Journal of Food Science and Technology
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    • v.51 no.2
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    • pp.182-187
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    • 2019
  • Women who undergo natural menopause transition have increased numbers of risk factors relating to metabolic syndrome due to estrogen deficiency. This study was conducted to investigate the effect of Superhongmi bran extract on metabolic syndrome improvement in menopausal women. Thirty women, who participated in a randomized, double-blind, placebo-controlled trial, were assigned to placebo-control (n=15) or Superhongmi bran extract (n=15) groups and were asked to consume two tablets (350 mg per extract per tablet) per day. After 12 weeks, weight, body mass index (BMI), plasma triglyceride (TG) levels, and total cholesterol (TC) levels were significantly decreased, whereas HDL-cholesterol (HDL-C), apolipoprotein A1 (ApoA1), adiponectin, superoxide dismutase 1 (SOD1), and GSH (glutathione) concentrations were significantly increased in the Superhongmi bran extract group. Moreover, $17{\beta}-estradiol$, and progesterone levels in the Superhongmi group were significantly higher than those in the placebo-control group. These results suggest that Superhongmi bran extract alleviates metabolic symptom in menopausal women.