• Title/Summary/Keyword: Value Improvement

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Improvement of Speech Recognition System Using the Trained Model of Speech Feature (음성특성 학습 모델을 이용한 음성인식 시스템의 성능 향상)

  • 송점동
    • The Journal of Information Technology
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    • v.3 no.4
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    • pp.1-12
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    • 2000
  • We can devide the speech into high frequency speech and low frequency speech according to the feature of the speech, However so far the construction of the recognizer without concerning this feature causes low recognition rate relatively and the needs of an amount of data in the research on the speech recognition. In this paper, we propose the method that can devide this feature of speaker's speech using the Formant frequency, and the method that can recognize the speech after constructing the recognizer model reflecting the feature of the high and low frequency of the speaker's speech, For the experiment we constructed the recognizer model using 47 mono-phone of Korean and trained the recognizer model using 20 women's and men's speech respectively. We divided the feature of speech using the Formant frequency Table, that had been consisted of the Formant frequency, and the value of pitch, and then We performed recognition using the trained model according to the feature of speech The proposed system outperformed the existing method in the recognition rate, as the result.

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Trend of Common Space in Multi-unit Dwelling Through Domestic Research - Focused on the Research Published in Domestic Journals - (공동주택 공유공간 연구의 흐름에 관한 연구 - 국내 학술지 게재 논문을 중심으로 -)

  • Lee, Hak-Sung;An, So-Mi;Lee, Yeun-Sook
    • Korean Institute of Interior Design Journal
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    • v.27 no.3
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    • pp.126-135
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    • 2018
  • In the 1960s, rapid urbanization and industrialization created the social atmosphere of individualism in Korea. Individualism has weakened social ties, led to the breakdown of communities, and caused various social problems. So, the paradigm is shifting to a shared society and there are moves to seek ways to solve social problems through community. As part of the initiative, the value and importance of common space in multi-unit dwelling, the typical Korean housing type, is increasing. Thus, the purpose of this study is to identify the trends of domestic research about common space, to assess the current state of domestic academic world and explore the future plans of the common space. The content analysis method was mainly used and statistics were additionally used to analyze 172 preceding research. As a result, research on common spaces showed a steady increase to the current time. And research was being diversified in the field of publishing journals, research contents, research methods and facilities. Until now, most studies have focused on improvement of plan and the quality of common space by identifying the attitude survey, space planning, and the actual situation. Thus many more studies about proper way to operate and manage common space need to be conducted. it is considered that the common space will develop more efficiently. The study is expected to be used as groundwork for the development of the common space and serve as concrete data to show future development directions.

A Performance Improvement Technique for Nash Q-learning using Macro-Actions (매크로 행동을 이용한 내시 Q-학습의 성능 향상 기법)

  • Sung, Yun-Sik;Cho, Kyun-Geun;Um, Ky-Hyun
    • Journal of Korea Multimedia Society
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    • v.11 no.3
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    • pp.353-363
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    • 2008
  • A multi-agent system has a longer learning period and larger state-spaces than a sin91e agent system. In this paper, we suggest a new method to reduce the learning time of Nash Q-learning in a multi-agent environment. We apply Macro-actions to Nash Q-learning to improve the teaming speed. In the Nash Q-teaming scheme, when agents select actions, rewards are accumulated like Macro-actions. In the experiments, we compare Nash Q-learning using Macro-actions with general Nash Q-learning. First, we observed how many times the agents achieve their goals. The results of this experiment show that agents using Nash Q-learning and 4 Macro-actions have 9.46% better performance than Nash Q-learning using only 4 primitive actions. Second, when agents use Macro-actions, Q-values are accumulated 2.6 times more. Finally, agents using Macro-actions select less actions about 44%. As a result, agents select fewer actions and Macro-actions improve the Q-value's update. It the agents' learning speeds improve.

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Clinical Outcomes according to Radiological Classification of Brainstem Hemorrhages (방사선학적 출혈양상에 근거한 뇌간출혈의 분류에 따른 임상결과)

  • Cho, Won Jung;Moon, Seong Ho;Lee, Seung Min;Yang, Jae Young;Choi, Chun Sik;Ju, Mun Bae
    • Journal of Korean Neurosurgical Society
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    • v.29 no.2
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    • pp.217-221
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    • 2000
  • Objective : Brainstem hemorrhages usually result in much higher mortality and morbidty than any other intracranial vascular lesions. The purpose of the study is to evaluate the relationship of the radiological classification of the lesions and the clinical outcomes, and to evaluate the value of such classification on the choice of management modality. Method : Thirty seven patients with primary brainstem hemorrhage were managed medically or surgically between Oct. 1995 and Mar. 1998. The lesions were classified as two groups based on radiological findings as follows : Focal subependymal hematoma(group I, n=7) and diffuse tegmentobasilar hemorrhage(group II, n=30). The outcomes at discharge were retrospectively reviewed according to such classification. Result : The most common clinical pictures and radiological findings in each group were as followings : 1) Group I : focal compressive lesion which displaces rather than destroys brain tissue. It occurs in a younger age group and causes neurological deficits which are often partially reversible. Operative hematoma evacuation was performed in 43.3%. Their mean improved Glasgow Coma Scale(GCS) score was 4.7. 2) Group II : hypertensive brain stem hemorrhage. It usually causes a diffuse lesion occurring in an older age group and most often associated with profound irreversible neurological deficits which are often fatal. Operative hematoma evacuation was performed in 16.7%. Their mean improved GCS score was 1.4. In both conservatively treated group I and II has no siginificant clinical improvement. Conclusion : Although there is an overlap among them and the size of the group is small, the pathophysiologic classification of this lesion based on clinical features and radiological findings may be useful for decision of treatment method.

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The Utilization of Local Document Information to Improve Statistical Context-Sensitive Spelling Error Correction (통계적 문맥의존 철자오류 교정 기법의 향상을 위한 지역적 문서 정보의 활용)

  • Lee, Jung-Hun;Kim, Minho;Kwon, Hyuk-Chul
    • KIISE Transactions on Computing Practices
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    • v.23 no.7
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    • pp.446-451
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    • 2017
  • The statistical context-sensitive spelling correction technique in this thesis is based upon Shannon's noisy channel model. The interpolation method is used for the improvement of the correction method proposed in the paper, and the general interpolation method is to fill the middle value of the probability by (N-1)-gram and (N-2)-gram. This method is based upon the same statistical corpus. In the proposed method, interpolation is performed using the frequency information between the statistical corpus and the correction document. The advantages of using frequency of correction documents are twofold. First, the probability of the coined word existing only in the correction document can be obtained. Second, even if there are two correction candidates with ambiguous probability values, the ambiguity is solved by correcting them by referring to the correction document. The method proposed in this thesis showed better precision and recall than the existing correction model.

A Study on the Food and Drink Restriction in Public Libraries (공공도서관 음식물 반입제한에 대한 인식조사 연구)

  • Yoon, Hee-Yoon
    • Journal of Korean Library and Information Science Society
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    • v.49 no.3
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    • pp.33-53
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    • 2018
  • Many public libraries have restricted or forbidden most food and drink on the basis of a number of reasons, and it is necessary to demonstrate that it is legitimate or unfair. To this purpose, the researchers surveyed 485 public library users residing in Daegu City on the perception of food and drink policy. Based on survey results, the researcher suggested improvement directions from various perspectives. First, public library should proactive review the restriction policy in terms of social paradigm. Second, allowing food and drink is a strategy and a right way to justify the existing value and social role of public libraries and strengthen the ecosystem in terms of guaranteeing basic rights of users. Third, it is desirable to emphasize the pure function rather than the dysfunction due to food and drink allowance in terms of facilitating the collection and space use. Fourth, the totalitarian thinking that restrict all or most food and drink in the bylaws or library regulations should be avoided. Finally, public library should allow all food and drink, but it is necessary to prescribe a kind of the food which can be consumed by space, and actively promote to the user.

Evaluation for Relative Safety of RC Slab Bridge of Applying Limit State Design Code on Korean Highway Bridge (도로교설계기준 한계상태설계법을 적용한 RC슬래브교의 상대 안전도 평가)

  • Park, Jin-Woo;Hwang, Hoon-Hee;Kang, Sin-Oh;Cho, Kyung-Sik;Park, Woo-Jin
    • Journal of the Korean Society of Safety
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    • v.28 no.5
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    • pp.41-48
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    • 2013
  • This paper is intended to provide the background information and justification for Korean highway bridge design code(limit state design)(2012). Limit state design method calculates reliability index and probability of failure through the analysis of the reliability of the experimental database. It has become possible to perform the economical and consistent design by evaluating the safety of a structure quantitatively. In this paper, we used the design specifications of RC slab bridge of superstructure form of Road Design Manual in Part 5 bridge built in highway bridge. This study conducted structural analysis using the method of frame structure theory, design and analysis of bridge by limit state design method, the design code including various standards and Load model applied Korean highway bridge design code limit state design(KHBDC;2012). As a result, it analyzed the effect of safety through comparison. Showing effect of improvement the safety factor and comparing the value of the result, it is determined to be capable of economical design and safety. Furthermore, limit state design method was able to determine many redundant force of cross-section compared with existing design method. It is determined that it can reduce the overall amount because of the reduction of the cross-section and girder depth.

Information Education to a Territorial Inhaitants based on Information Infrastructure (교육정보 인프라기반 지역주민의 정보화 교육)

  • 최정배;신주영;김윤호;윤호군
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2003.05a
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    • pp.73-76
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    • 2003
  • The information society is greatly contributing to the improvement of our standard of living by the providing various types of information and facilitating communication. However, the excessive use of the internet and consequent physical and psychological damages are emerging as serious adverse effects or social problems of the information society. It is urgently required to reduce damages caused by adverse effects of information and to establish correct value systems and behavioral modes fit for social members in the information society. This study shows the process of understanding between the inhabitants of a rural community and a school equipped with information infrastructure. As an organ of education, information education by school, whose goal is forming the sense of school-inhabitants unity, is expected to be helpful in preventing negative phenomena resulting from the adverse effects of information by responding activity to them and in developing inhabitants' ability to accept and utilize the favorable effects of the information society. This info-education experience can provide better ideas for the next learners.

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A Study on algorithm of SCAMIN attribute for ENCs (전자해도 SCAMIN 속성 적용 알고리즘 개발 연구)

  • Oh, Se-Woong;Park, Jong-Min;Lee, Moon-Jin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.11
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    • pp.2403-2412
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    • 2010
  • ENC(Electronic Navigational Chart) is an electronic chart including all kinds of information of nautical chart. Mariners have difficulty reading information because of clutter problem if display scale of ECDIS is lower than compilation scale of ENCs. IRO made SCAMIN improvement model included in S-65 Standard to settle this ENC clutter problem. This SCAMIN model includes both simple restriction that should satisfy some requirement and share geographic information, and hard restriction that should overlap with area object such as depth area, land area, dredge area. It also apply SCAMIN step of sounding value according to importance of safety navigation. In this paper, we analyzed the restrictions for SCAMIN model of S-65 Standard, developed algorithm and application to apply theses restrictions reasonably and mechanically. Also we applied this algorithm and application to Korea ENCs and evaluated the result of performance.

Design of Spark Advanced Controller for Improvement in Power and Torque of CNG Bi-Fuel Vehicle (압축천연가스 겸용 차량의 출력 및 토크 향상을 위한 점화 진각 제어기 설계)

  • Park, Jin-Hyun;Kim, Sung-Hoon;Cho, Seung-Wan;Choi, Young-Kiu
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.7
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    • pp.1641-1646
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    • 2010
  • Recently, environmental concerns increased, CNG fuel research for the prevention against air pollution is actively. But, the problems of CNG fuel have less output and a shorter charging distance than gasoline. Especially, the causes of the torque and output reduction are the mixed fuel has a combustion timing loss in case of CNG fuel which has a smaller heating value per a unit volume and a slower flame propagation speed than gasoline. In this paper, we design the spark advanced controller in consideration of the spark timing loss. Through the experimental of chassis dynamometer, we show that maximum power and torque have improved compared to that of general CNG bi-fuel system.