• Title/Summary/Keyword: 모델 이해

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Korean Pause Prediction Model based on Dialogue Context (대화 맥락에 기반한 한국어 휴지 예측 모델)

  • Joung Lee;Jeongho Na;Jeongbeom Jeong;Maengsik Choi;Chunghee Lee;Seung-Hoon Na
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.404-408
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    • 2023
  • 음성 사용자 인터페이스(Voice User Interface)에 대한 수요가 증가함에 따라 음성 합성(Speech Synthesis) 시스템에서 자연스러운 음성 발화를 모방하기 위해 적절한 위치에 휴지를 삽입하는 것이 주된 과업으로 자리잡았다. 대화의 연속성을 고려했을 때, 자연스러운 음성 기반 인터페이스를 구성하기 위해서는 대화의 맥락을 이해하고 적절한 위치에 휴지를 삽입하는 것이 필수적이다. 이에 따라 본 연구는 대화 맥락에 기반하여 적절한 위치에 휴지를 삽입하는 Long-Input Transformer 기반 휴지 예측 모델을 제안하고 한국어 대화 데이터셋에서 검증한 결과를 보인다.

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Synonyms/Antonyms-Based Data Augmentation For Training TOEIC Problems Solving Model (토익 문제 풀이 모델 학습을 위한 유의어/반의어 기반 데이터 증강 기법)

  • Jeongwoo Lee;Aiyanyo Imatitikua Danielle;Heuiseok Lim
    • Annual Conference on Human and Language Technology
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    • 2023.10a
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    • pp.333-335
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    • 2023
  • 최근 글을 이해하고 답을 추론하는 연구들이 많이 이루어지고 있으며, 대표적으로 기계 독해 연구가 존재한다. 기계 독해와 관련하여 다양한 데이터셋이 공개되어 있지만, 과거에서부터 현재까지 사람의 영어 능력 평가를 위해 많이 사용되고 있는 토익에 대해서는 공식적으로 공개된 데이터셋도 거의 존재하지 않으며, 이를 위한 연구 또한 활발히 진행되고 있지 않다. 이에 본 연구에서는 현재와 같이 데이터가 부족한 상황에서 기계 독해 모델의 성능을 향상시키기 위한 데이터 증강 기법을 제안하고자 한다. 제안하는 방법은 WordNet을 이용하여 유의어 및 반의어를 기반으로 굉장히 간단하면서도 효율적으로 실제 토익 문제와 유사하게 데이터를 증강하는 것이며, 실험을 통해 해당 방법의 유의미함을 확인하였다. 우리는 본 연구를 통해 토익에 대한 데이터 부족 문제를 해소하고, 사람 수준의 우수한 성능을 얻을 수 있도록 한다.

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Exploring Small Group Features of the Social-Construction Process of Scientific Model in a Combustion Class (연소 모델의 사회적 구성과정에서 나타나는 소집단 활동 특징 탐색)

  • Shim, Youngsook;Kim, Chan-Jong;Choe, Seung-Urn;Kim, Heui-Baik;Yoo, Junehee;Park, HyunJu;Kim, HyeYeong;Park, Kyung-Mee;Jang, Shinho
    • Journal of The Korean Association For Science Education
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    • v.35 no.2
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    • pp.217-229
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    • 2015
  • In this study, we explored the development of scientific model through the social-construction process on "combustion." Students were 8th graders from one middle school class. Each student engaged in small group discussions three times and made a group model on combustion. Discourses between peers and teacher were videotaped, audiotaped, and transcribed. The results show that the small groups constructed an initial concept: 'Conditions of combustion', which they then evaluated and revised the initial concept through combustion experiment. Following the discussions, some small groups evaluated their model and made a revised model. Then, the small groups compared various models and constructed a scientific model through consensus within the small group and as a whole class. Finally, students kept revising their model to 'Burning needs oxygen.' This tells us that the social construction process of scientific model made a meaningful role to build scientific model through diverse discussion between the students and their teacher, although they have had some difficult process to reach the final consensus. The data also showed some group features: the members were open to other's ideas. They analyzed the differences between their own ideas from others and revised their model after the whole class discussion. Lastly, they showed the tendency to make a good use of teacher's guidance. This study implies the importance of having social interaction process for students to understand the scientific model and learn the nature of scientific inquiry in class.

A change Management Model for BPM Documents in e-Business Environments (e-Business를 위한 BPM 문서 변경관리 모델)

  • 배혜림;조재균;정석찬;박기남
    • The Journal of Society for e-Business Studies
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    • v.8 no.3
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    • pp.87-105
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    • 2003
  • Business Process Management (BPM) is an emerging trend of managing business process life cycles and integrating heterogeneous systems . Recently, BPM is considered as an essential element for automation of complex business processes involving many companies, particularly for those in an e-Business environment. In such an environment, it is very important for each business partner to trace history of resources. However, it has been a difficult problem for Workflow Management Systems(WFMSs) to support management of resource changes because of limited storage, complex process structure, and absence of formal change model. In this paper. a new framework is proposed, which can support change management for documents, one of core resources of business process. Under a traditional WFMSs framework, all workflow components belong to either build-time or run-time function, and executions of workflow processes are performed by the two functions . To manage changes of documents while process executing. a new framework with additional component modules are required. A version control method is introduced for the purpose of managing document changes. The proposed method includes five models for document structure, process structure, association between process and document, version management, and efficient version storage. A prototype system is developed to demonstrate the effectiveness of the proposed models.

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A Comparative Study on the Windchill Indices (체감온도이론의 비교 연구)

  • Park, Jeon-Hwan;Han, Uk;Park, Rae-Seol
    • Journal of the Korean earth science society
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    • v.23 no.8
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    • pp.676-682
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    • 2002
  • The concept of sensible temperature in winter is an attempt to quantify the sensation of cold by dry-bulb temperature combined with wind speed. Siple-Passel’s windchill equivalent temperature originated in experiments that are not conformable to various human conditions. Therefore, many investigators have found the flaws which are listed. Steadman’s model is based on the concept of thermal equilibrium and more sound and more representative of human conditions. But no classifications exist for Steadman’s windchill equivalent temperature, yet. The JAG/TI-model which was developed by US and Canada is more accurate, easy to understand and reflects human beings by conducting experiments using human volunteers but didn't take into account solar radiation, wet condition and physical state of the individual. Because of individual differences in people’s age, activity, health, metabolic rate, etc., no experimental evidence exists to suggest whether Siple-Passel’s, Steadman’s and JAG/TI-model’s windchill equivalent temperature is more applicable to the majority of people. Therefore we need the windchill model which is best applicable to Korean Army.

A Study on Constructing the Model of Problem Based Learning in the View of Situated Learning (문제중심 학습의 모델 설정)

  • Shin, Hyun-Sung;Yun, Jae-Ueun
    • Journal of the Korean School Mathematics Society
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    • v.10 no.3
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    • pp.401-413
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    • 2007
  • This study was some part of the main program making better the lessons in the classroom in which those should focus on the creative and self-leading method. The purpose of study was to create the model of Problem Based Learning and investigate its efficiency For the purpose, those researchers tried to reform the Myers' PBL model through the pilot experiment and could get the Model of Korean School PBL appropriate to the our classroom situations. Thirty six students from the enriched class in the junior high school 3rd grades was involved in the experiment for 8 weeks. The results showed that the experimental group had statistically significant difference in the real problem solving test and attitude test. Specially, those students also showed that the ability to translate the variety of problem situations mathematically was so excellent and they also had their own technique to generate the understand of problem solving situations, but they aid not show the significant ability to pose the meaningful problem.

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Validations of a Numerical Model of Solute Transport in a Snowpack (눈 속에서 용질이동을 모사하기 위한 수치모델의 검증)

  • Lee, Jeonghoon
    • Economic and Environmental Geology
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    • v.45 no.5
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    • pp.525-533
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    • 2012
  • Snowmelt from seasonal snow covers can be significant in many environments of northern and alpine areas. Water flow and chemical transport resulting from snowmelt have been studied for an understanding of contributions to watersheds or catchments. A Mobile-Immobile water Model (MIM) was developed to describe the movement of ionic tracers through a snowpack by Lee et al. (2008a) and Lee et al. (2008b). To validate the model used in the studies, mass balance calculations of the model were conducted and comparisons were made between model results and analytical solutions in this work. Mass balance was calculated based on the fact that change in total mass within a snowpack with time is equal to sum of any change in the flux of water or ionic tracers into and out of the snowpack. Calculations of both water and ionic mass show almost perfect agreement between changes of two water and solute mass fluxes. Comparisons between model results and analytical solutions including wave velocity and effective saturation show almost perfect agreement.

A Study on Developing Computer Models of Neuropsychiatric Diseases (신경정신질환의 컴퓨터모델 개발에 관한 연구)

  • Koh, In-Song;Park, Jeong-Wook
    • Korean Journal of Biological Psychiatry
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    • v.6 no.1
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    • pp.12-20
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    • 1999
  • In order to understand the pathogenesis and progression of some synaptic loss related neuropsychiatric diseases, We attempted to develop a computer model in this study. We made a simple autoassociative memory network remembering numbers, transformed it into a disease model by pruning synapses, and measured its memory performance as a function of synaptic deletion. Decline in performance was measured as amount of synaptic loss increases and its mode of decline is sudden or gradual according to the mode of synaptic pruning. The developed computer model demonstrated how synaptic loss could cause memory impairment through a series of computer simulations, and suggested a new way of research in neuropsychiatry.

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3D Facial Modeling and Synthesis System for Realistic Facial Expression (자연스러운 표정 합성을 위한 3차원 얼굴 모델링 및 합성 시스템)

  • 심연숙;김선욱;한재현;변혜란;정창섭
    • Korean Journal of Cognitive Science
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    • v.11 no.2
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    • pp.1-10
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    • 2000
  • Realistic facial animation research field which communicates with human and computer using face has increased recently. The human face is the part of the body we use to recognize individuals and the important communication channel that understand the inner states like emotion. To provide the intelligent interface. computer facial animation looks like human in talking and expressing himself. Facial modeling and animation research is focused on realistic facial animation recently. In this article, we suggest the method of facial modeling and animation for realistic facial synthesis. We can make a 3D facial model for arbitrary face by using generic facial model. For more correct and real face, we make the Korean Generic Facial Model. We can also manipulate facial synthesis based on the physical characteristics of real facial muscle and skin. Many application will be developed such as teleconferencing, education, movies etc.

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Health Level 7 Version 3 based Generating Clinical Document Architecture for Medication Administration System (HL7 버전 3 기반의 투약관리시스템을 위한 임상문서구조의 생성)

  • Kim, Genun-Hee;Cho, Su-Mi;Lee, Eun-Joo;Kim, Hwa-Sun;Cho, Hune
    • Journal of Korea Multimedia Society
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    • v.11 no.3
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    • pp.386-397
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    • 2008
  • This study proposes the actualization of a standard data model for activities through the development of clinical document architecture for medication administration using the health level 7 development frameworks(HDF) process based on object oriented analysis and development method of health level 7 V 3. Medication administration is the most common activity performed by clinical professionals at healthcare settings. A standardized information model and structured hospital information system are necessary to achieve evidence-based clinical activities. We had used HDF and various tools(Rose tree, RMIM designer, V3 generator) to create the clinical document architecture(CDA). This allowed us to illustrate each step of the HDF in the administration of medication. This study generated a information model of the medication administration process, which is one clinical activity. It should become a fundamental conceptual model for understanding international standard methodology by information technology(IT) developers with the objective of modeling healthcare information systems.

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