• Title/Summary/Keyword: Modeling Skills

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Prediction of a winner in PGA tournament using neural network (신경망을 이용한 우승자 예측모형)

  • Min, Dae-Kee;Hyun, Moo-Sung
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.6
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    • pp.1119-1127
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    • 2009
  • In PGA golf, total prize money and average score are good response variable related to golf skills such as driving distance, green in regulation and putts per green in regulation. But it's not easy to predict the winner of coming tournament. Thus I applied Neural Networks which has pretty good advantages for non-linear complex modeling to binary data. In neural network architectures, I applied NRBF and MLP architecture model for binary data which represent who had a win or not.

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Automated texture mapping for 3D modeling of objects with complex shapes --- a case study of archaeological ruins

  • Fujiwara, Hidetomo;Nakagawa, Masafumi;Shibasaki, Ryosuke
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.1177-1179
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    • 2003
  • Recently, the ground-based laser profiler is used for acquisition of 3D spatial information of a rchaeological objects. However, it is very difficult to measure complicated objects, because of a relatively low-resolution. On the other hand, texture mapping can be a solution to complement the low resolution, and to generate 3D model with higher fidelity. But, a huge cost is required for the construction of textured 3D model, because huge labor is demanded, and the work depends on editor's experiences and skills . Moreover, the accuracy of data would be lost during the editing works. In this research, using the laser profiler and a non-calibrated digital camera, a method is proposed for the automatic generation of 3D model by integrating these data. At first, region segmentation is applied to laser range data to extract geometric features of an object in the laser range data. Various information such as normal vectors of planes, distances from a sensor and a sun-direction are used in this processing. Next, an image segmentation is also applied to the digital camera images, which include the same object. Then, geometrical relations are determined by corresponding the features extracted in the laser range data and digital camera’ images. By projecting digital camera image onto the surface data reconstructed from laser range image, the 3D texture model was generated automatically.

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Influence of R&D Employees' Social Network and Self-Esteem on Organizational Commitment and Career Orientation (R&D 인력의 사회적 네트워크와 자아존중감이 조직몰입과 경력지향성에 미치는 영향)

  • Lee, Dongbeag;Bak, Seonghwan;Kang, Minhyung
    • Knowledge Management Research
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    • v.17 no.4
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    • pp.77-104
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    • 2016
  • The effective management of R&D employees is critical for a small or medium sized firm's sustainable growth. R&D employees have professional skills and choose expertise-oriented or management-oriented careers in the process of organizational socialization. This study synthetically verifies the direct and indirect effects of R&D employees' social network and self-esteem on their career orientation by organizational commitment based on social network theory and social recognition theory. The research model has been analyzed through structural equation modeling using survey responses from 220 R&D employees at small- and medium-sized firms in Korea. The analysis results show that internal network activities have direct and indirect impacts on organizational commitment and career orientation, but external network activities do not have significant effects on self-esteem, organizational commitment, or career orientation. There is no consensus in prior studies on whether expert orientation and management orientation are distinct concepts. In this study, these two types of orientation are verified as distinct concepts. It is also found that R&D employees' internal network activities are significant factors for a company's growth. A company should implement an educational system of roles and duties using which individuals can pursue career progression. In addition, it is necessary to provide career development programs such as job rotation, mentoring, and career counseling.

3D Fingertip Estimation based on the TOF Camera for Virtual Touch Screen System (가상 터치스크린 시스템을 위한 TOF 카메라 기반 3차원 손 끝 추정)

  • Kim, Min-Wook;Ahn, Yang-Keun;Jung, Kwang-Mo;Lee, Chil-Woo
    • The KIPS Transactions:PartB
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    • v.17B no.4
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    • pp.287-294
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    • 2010
  • TOF technique is one of the skills that can obtain the object's 3D depth information. But depth image has low resolution and fingertip occupy very small region, so, it is difficult to find the precise fingertip's 3D information by only using depth image from TOF camera. In this paper, we estimate fingertip's 3D location using Arm Model and reliable hand's 3D location information that is modified by hexahedron as hand model. Using proposed method we can obtain more precise fingertip's 3D information than using only depth image.

Colonoscopy Training Simulator

  • Yi, S.Y.;Woo, H.S.;Kwon, J.Y.;Joo, J.K.;Lee, D.Y.
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.57-61
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    • 2005
  • This paper presents a new colonoscopy training simulator that includes a specialized haptic device and graphics algorithms to transfer haptic sensation through a long and flexible tube, and manage large number of polygons. The developed haptic device makes the colonoscope tube move along the two guiding rods in the translational direction. The torque of the roll motion is transferred by a timing belt and pulleys. A special guide is developed, which allows the force and torque from the motors to be transmitted to the user without loss. The haptic device is evaluated by physicians. One of the important skills of the colonoscopy, jiggling is incorporated for the first time by the developed sensor mechanism using photo-sensors. A colonoscope handle that shares the look, feel, and functions with the actual colonoscope, is developed with the necessary electronics inside. The number of polygons is reduced by an edge-collapse algorithm for real-time simulation. The algorithms to import CT data, to segment the colon image, to extract centerline of the colon, and to construct the colon surface, are integrated into a Colon Modeling Kit system that performs all these processes in real-time.

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Predictors of Cigarette Smoking Behavior among Girl high school students in Seoul (서울시내 여고생의 흡연행위 예측요인에 관한 연구)

  • Sohn, Jung-Nam
    • Women's Health Nursing
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    • v.6 no.2
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    • pp.316-329
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    • 2000
  • The purpose of this study is to identify various predictors of smoking behavior among female adolescents. Data for this study was collected from 357 students enrolled in a female high school, a coeducational high school, and a vocational high school in Seoul from 1st to 20th July 1999 and this data was analysed based on descriptive statistics and logistic regression with the SAS program. The results were as follows: 1. The proportion of current smokers was 17.9% and experienced smokers was 34.2% in girl high schools. 2. According to the factors family, school, peer, social learning, and psychological factors, the predictable variables are lack of family attachment and function in family factors, school involvement in school factors, associating with smokers among peers and modeling and differential reinforcement of smoking in social learning factors, self-assertiveness, self-esteem, and depression in psychological factors. 3. According to all the factors, the main predictors were peer association, differential reinforcement of smoking, and lack of family attachment. These variables cause 48.4% of smoking behavior. To prohibit smoking among female students, this society should develop a program to focus on peer leadership about quitting smoking, acquirement of skills of refusal for smoking, counter conditioning, reinforcement management, and support system about nonsmoking.

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TREATMENT OF TEST ANXIETY - Theoretical Background of the Treatment of Test Anxiety - (시험 불안의 치료 - 이론적 배경 -)

  • Paik, Young-Suk
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.2 no.1
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    • pp.49-55
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    • 1991
  • Test anxiety has been defined as a situational-specific personality trait, with cognitive worry and affective emotionality components. Various treatments differ in the extent to which they attempt to modify the emotional and cognitive components of test anxiety, and can thus be placed along a cognitive-emotional continum on the basis of the intended locus of impact of the therapeutic techniques. Various treatments along a cognitive-emotional continum and study habits, test-taking skills and modeling in the treatment of test anxiety were reviewed. On the basis of a recent review of a number of test-anxiety treatment studies, most cognitively-focused treatments tend to be more effective in reducing test anxiety and its worry and emotionality components.

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The Effects of POE Model on Science Process Skills and Academic Achievement in Domain 'Earth and Space' of Elementary School Science (초등과학의 '지구와 우주' 분야에서 POE 수업모형 적용이 과학탐구능력 및 학업성취도에 미치는 영향)

  • Lee, Sang-Bong;Lee, Yong-Seob
    • Journal of the Korean Society of Earth Science Education
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    • v.3 no.2
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    • pp.132-140
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    • 2010
  • The purpose of this research is to explore the effects of the POE(Prediction-Observation-Explanation) teaching-learning model on the academic achievement and the capability of scientific inquiry of elementary school students. POE teaching-learning model is a three stage process modeling scientific inquiry : Prediction, Observation, and Explanation. This research is to see the effectiveness of the POE method in earth science class by applying this simple practical strategy out of various methods in science teaching with the purpose of improving the capability of scientific inquiry and the academic achievement of learners. The findings of the study are as follows: First, the POE strategy in science teaching-learning was found effective for the improvement of learners' scientific inquiry capability. Second, the POE strategy in science teaching-learning is effective for the improvement of learners' academic achievement in science. The findings mentioned above suggest that using the POE strategy in science class of elementary science education has significant effects on improvement of scientific academic achievement and scientific inquiry capability of learners compared with the general science teaching-learning strategy. It also shows to be highly recommendable for use in science class.

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The Relationship Between Islamic Leadership on Employee Engagement Distribution in FMCG Industry: Anthropology Business Review

  • MEIYANI, Eliza;PUTRA, Aditya Halim Perdana Kusuma
    • Journal of Distribution Science
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    • v.17 no.5
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    • pp.19-28
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    • 2019
  • Purpose - This study aims to analyze the causality relationship between Islamic leadership style on employee engagement through empirical testing and anthropology economics approach. Research design, data, and methodology - The sample of this study 117 respondents who are employees of various levels of management in one of the FCMG industry in South Sulawesi Province, Indonesia. Data collection with surveys. Data analysis through three steps, i.e., Pearson Correlation, The Second order modeling and also regression using SPSS. Results - Islamic leadership style has a positive and significant effect on employee engagement. The Islamic leadership that we developed in this study can be an alternative solution for organizations in today's modern business. Apart from those anthropological elements in the viewpoint of contemporary activity in the example in this study illustrate that to realize employee engagement, the role of organizational atmosphere and leadership, as well as management and team support has a genuine impact on accomplishing the company's goals and sustainability. Conclusions - The Islamic leadership that we developed in this study can be an alternative solution for organizations in today's modern business. The critical elements in embodying employee engagement are mainly in the skills, reliability, and level of trust of a leader in the organization.

Impact of Service Quality and Perceived Value on Customer Satisfaction and Behavioral Intentions: Evidence from Convenience Stores in Vietnam

  • TRAN, Van Dat;LE, Nhat Minh Trang
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.9
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    • pp.517-526
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    • 2020
  • This research investigates the relationship among product quality, service quality, perceived value, customer satisfaction, and behavior intentions. Validated measurements were identified from a literature review. The measurement model and the conceptual model depicting hypothesized relationships were evaluated based on responses from 220 customers using confirmatory factor analysis and structural equation modeling. The testing results show that, for the direct path, product quality has a significant, positive influence on customer satisfaction, and behavioral intentions. Also, perceived value directly influences customer satisfaction and behavioral intentions and satisfaction is an antecedent of behavioral intentions. For the indirect path, service quality has a significant, positive influence on behavioral intentions through the customer satisfaction. The major finding of this study suggest that service quality easily attract more customers, especially the young consumers. About the sale personnel, communication skills, knowledge and ways of treatment to customers are crucial to retailers to gain competitive advantage over competitors. Therefore, it should have clear and consistent processes, procedures with criteria that create the best condition for organization and individual to open this kind of retailing store. Furthermore, product quality improvement is essential; all products must have clear originality; and diversifying products and services is also the way to appeal more consumers.