• Title/Summary/Keyword: 질의 의미 해석

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Ontology based user-oriented smart search framework (온톨로지 기반 사용자 중심 스마트 검색 프레임워크)

  • Pyo, Hyejin;Kim, Nanju;Jeong, Hoon;Choi, Euiin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.895-897
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    • 2014
  • 스마트 검색은 논리적으로 표현된 지식 베이스를 사용하여 현재의 키워드 기반 검색보다 더 정확한 결과를 제공할 수 있다. 그러나 일반 사용자는 지식 기반의 복잡하고 정형화된 질의어와 스키마를 잘 알지 못한다. 그래서 검색 시스템을 사용자 키워드의 의미를 해석할 수 있어야 한다. 따라서 본 논문에서는 온톨로지를 이용한 사용자 중심 스마트 검색 프레임워크를 제안하였다.

Calibration of Pre-trained Language Model for Korean (사전 학습된 한국어 언어 모델의 보정)

  • Jeong, Soyeong;Yang, Wonsuk;Park, ChaeHun;Park, Jong C.
    • Annual Conference on Human and Language Technology
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    • 2020.10a
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    • pp.243-248
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    • 2020
  • 인공 신경망을 통한 심층 학습 모델의 발전은 컴퓨터 비전, 자연언어 이해 문제들에서 인간을 뛰어넘는 성능을 보이고 있다. 특히 트랜스포머[1] 기반의 사전 학습 모델은 질의응답, 대화문과 같은 자연언어 이해 문제에서 최근 높은 성능을 보이고 있다. 하지만 트랜스포머 기반의 모델과 같은 심층 학습 모델의 급격한 발전 양상에 비해, 이의 동작 방식은 상대적으로 잘 알려져 있지 않다. 인공 신경망을 통한 심층 학습 모델을 해석하는 방법으로 모델의 예측 값과 실제 값이 얼마나 일치하는지를 측정하는 모델의 보정(Calibration)이 있다. 본 연구는 한국어 기반의 심층학습 모델의 해석을 위해 모델의 보정을 수행하였다. 그리고 사전 학습된 한국어 언어 모델이 문장이 내포하는 애매성을 잘 파악하는지의 여부를 확인하고, 완화 기법들을 적용하여 문장의 애매성을 확신 수준을 통해 정량적으로 출력할 수 있도록 하였다. 또한 한국어의 문법적 특징으로 인한 문장의 의미 변화를 모델 보정 관점에서 평가하여 한국어의 문법적 특징을 심층학습 언어 모델이 잘 이해하고 있는지를 정량적으로 확인하였다.

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A Study on the Determinants among Types of the Korean Seniors' Physical Activity and Related Health (국내 노인들의 신체적 활동 유형별 참여와 건강 관련 요인 연구)

  • Chang, Ki-Yeon;Lee, Eun-Jin;Gang, Mi-Yeong
    • The Journal of Korean society of community based occupational therapy
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    • v.10 no.2
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    • pp.47-61
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    • 2020
  • Objective : This study aim to identify the relationships among the types of physical activities included related included related work, sports, leisure, transport and sedentary behaviors and mental health in elderly person. Methods : We analyzed using the data of the 7th Korea National Health and Nutrition Examination Survey(KNHANES VII-1) of 978 subjects who underwent the types of physical activities, quality of life, depression, level of stress, and sleeping hours survey. For statistical analysis, the Complex samples linear regression was used for relationships among the variables. Results : High level of physical activity and house-keeping activity associated negatively on health related quality of life. Mid-High level of leisure activities associated positively on health related quality of life. Contrasting from other studies, which show sedentary activities associated negatively on the health related quality of life, and sedentary activities associated positively on the health related quality of life and mental health. Conclusion : This study shows that physical and leisure activity of an elderly person whilst sedentary activities related positively on health related quality of life, and physical activities related to labor associated negatively on health related quality of life. Future studies should be referred when planning an occupation-focused and meaningful activity program for the elderly people.

Mixed-Initiative Interaction between Human and Service Robot using Hierarchical Bayesian Networks (계층적 베이지안 네트워크를 사용한 서비스 로봇과 인간의 상호 주도방식 의사소통)

  • Song Youn-Suk;Hong Jin-Hyuk;Cho Sung-Bae
    • Journal of KIISE:Software and Applications
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    • v.33 no.3
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    • pp.344-355
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    • 2006
  • In daily activities, the interaction between humans and robots is very important for supporting the user's task effectively. Dialogue may be useful to increase the flexibility and facility of interaction between them. Traditional studies of robots have only dealt with simple queries like commands for interaction, but in real conversation it is more complex and various for using many ways of expression, so people can often omit some words relying on the background knowledge or the context of the discourse. Since the same queries can have various meaning by this reason, it is needed to manage this situation. In this paper we propose a method that uses hierarchical bayesian networks to implement mixed-initiative interaction for managing vagueness of conversation in the service robot. We have verified the usefulness of the proposed method through the simulation of the service robot and usability test.

Creative Place-making for Regional Development in the Era of Glocalization (글로컬라이제이션과 지역발전을 위한 창조적 장소만들기)

  • Lee, Byung Min;Nahm, Kee Bom
    • Journal of the Korean Geographical Society
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    • v.51 no.3
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    • pp.421-439
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    • 2016
  • Global society is shifting and now evolving towards glocalization, meaning the increasing role of region and multi scalar interactions between region and global social world. In this glocalization era, there has been mushrooming literature and much discussions on the impacts of place-branding and place-marketing on regional development both in academia and practical researches. The inclusive and participatory creative place-making process, however, is more quintessential than the resultant place marketing strategy. This paper tries to reassess the creative place-making based on culture-led regional development perspectives. Specifically it compares Korea and Japan's strategies and suggests a hybrid model of place-making-branding-marketing, utilizing cultural content industries. It then stresses the importance of building a virtuous circle of sustainable regional cultural industrial ecosystem including culture-based interpretation of places and improvement of community quality of life.

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Engineering Geological Implications of Fault Zone in Deep Drill Cores: Microtextural Characterization of Pseudotachylite and Seismic Activity (시추코어 단층대에서의 지질공학적 의미: 슈도타킬라이트의 미세조직의 특징과 지진활동)

  • Choo, Chang-Oh;Jeong, Gyo-Cheol
    • The Journal of Engineering Geology
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    • v.27 no.4
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    • pp.489-500
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    • 2017
  • It is not rare that pseudotachylite, dark colored rock with glassy texture, is recognizable in deep core samples drilled up to 900 m from the surface. Pseudotachylite with widths varying few to 20 cm is sharply contacted or interlayered with the host rocks composed of Jurassic granite and Precambrian amphibolite gneiss, showing moderately ductile deformation or slight folding. Pseudotachylite occurring at varying depths in the deep drill core are slightly different in texture and thickness. There is evidence of fault gouge at shallower depths, although brittle deformation is pervasive in most drill cores and pseudotachylite is identified at random depth intervals. Under scanning electron microscope (SEM), it is evident that the surface of pseudotachylite is characterized by a smooth, glassy matrix even at micrometer scale and there is little residual fragments in the glass matrix except microcrystals of quartz with embayed shape. Such textural evidence strongly supports the idea that the pseudotachylite was generated through the friction melting related to strong seismic events. Based on X-ray diffraction (XRD) quantitative analysis, it consists of primary minerals such as quartz, feldspars, biotite, amphibole and secondary minerals including clay minerals, calcite and glassy materials. Such mineralogical features of fractured materials including pseudotachylite indicate that the fractured zone might form at low temperatures possibly below $300^{\circ}C$, which implies that the seismic activity related to the formation of pseudotachylite took place at shallow depths, possibly at most 10 km. Identification and characterization of pseudotachylite provide insight into a better understanding of the paleoseismic activity of deep grounds and fundamental information on the stability of candidate disposal sites for high-level radioactive waste.

The Cenetic Implication of Hydrothermal Alteration of Epithermal Deposits from the Mugeuk Area (무극 지역 천열수 광상 열수변질대의 성인적 의미)

  • 박상준;최선규;이동은
    • Journal of the Mineralogical Society of Korea
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    • v.16 no.3
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    • pp.265-280
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    • 2003
  • The Mugeuk mineralized area that associated with the pull-apart type Cretaceous Eumseong basin is composed of several gold-silver vein deposits that are emplaced in late Cretaceous biotite granite. The gold-silver deposits in the area show various hydrothermal alteration zones as well as Au/Ag ratios and ore mineralogy. The Geumbong mine showing relatively high gold fineness is composed of multiple veins and show alteration pattern; vein \longrightarrow phyllic \longrightarrow subphyllic \longrightarrow propylitic \longrightarrow subpropylitic zone. In contrast, The Taegeuk mines show the low fineness values, in far southern part are characterized by increasing tendency of simple and/or stockwork veins. The deposit displays alteration pattern; vein \longrightarrow propylitic \longrightarrow subpropylitic zone. Variations of alteration zone with depth show that phyllic zone are dominant in deeper level and propylitic zone sporadically overlapped by argillic zone are dominant in shallow level. The differences of alteration pattern between the gold-silver deposits are reflect the evolution of the hydrothermal fluids; the ore-forming fluids of the Geumbong mine are at relatively high temperature and salinity and highly-evolved meteoric water, developing phyllic zone, the Taegeuk mine containing greater amounts of less-evolved meteoric waters shows relatively low temperature and salinity in ore-forming fluids, developing propylitic zone. The various physicochemical environment for gold-silver mineralization in the Mugeuk mineralized area is due to proximity from heat source area (Mugeuk mine) to marginal area (Taegeuk mine) in a geothermal field. Therefore, it is suggested that the criteria for project exploration in the area are to focus on the area proximal to heat source and phyllic zone.

Understanding the Legal Structure of German Human Gene Testing Act (GenDG) (독일 유전자검사법의 규율 구조 이해 - 의료 목적 유전자검사의 문제를 중심으로 -)

  • Kim, Na-Kyoung
    • The Korean Society of Law and Medicine
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    • v.17 no.2
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    • pp.85-124
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    • 2016
  • The Human gene testing act (GenDG) in Germany starts from the characteristic features of gene testing, i.e. dualisting structure consisted of anlaysis on the one side and the interpretation on the other side. The linguistic distincion of 'testing', 'anlaysis' and 'judgment' in the act is a fine example. Another important basis of the regulation is the ideological purpose of the law, that is information autonomy. The normative texts as such and the founding principle are the basis of the classification of testing types. Especially in the case of gene testing for medical purpose is classified into testing for diagnostic purpose and predictive purpose. However, those two types are not always clearly differentiated because the predictive value of testing is common in both types. In the legal regulation of gene testing it is therefore important to manage the uncertainty and subjectivity which are inherent in the gene-analysis and the judgment. In GenDG the system ensuring the quality of analysis is set up and GEKO(Commity for gene tisting) based on the section 23 of GenDG concretes the criterium of validity through guidelines. It is also very important in the case of gene testing for medical purpose to set up the system for ensurement of procedural rationality of the interpretation. The interpretation of the results of analysis has a wide spectrum because of the consistent development of technology on the one side and different understandings of different subjects who performs gene testings. Therefore the process should include the communication process for patients in oder that he or she could understand the meaning of gene testing and make plans of life. In GenDG the process of genetic counselling and GEKO concretes the regulation very precisely. The regulation as such in GenDG seems to be very suggestive to Korean legal polic concerning the gene testing.

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Research on Fear of Criminal Victim of the Elderly Based on Risk Interpretation Model (위험해석모델에 따른 노인의 범죄피해 두려움에 관한 연구)

  • Shin, So-Young;Kim, Chang-Ho
    • Korean Security Journal
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    • no.45
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    • pp.221-242
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    • 2015
  • Verification for the causality of factors affecting fear of criminal victim which has a bad influence on the senior's quality of life and directions to prevent the crimes against the elderly have been suggested. This study proves the applicability for fear of crime to old people especially based on risk interpretation model consisting of perceived risk of crime, behavioral response and fear of crime. Analysis results are as follows. First, disorder factors as social characteristics showed statistically significant influences on perceived risk of crime, behavioral response and fear of crime. Second, direct experienced crime victimization only affected perceived risk of crime while indirect experienced crime victimization had an effect on perceived risk of crime and fear of crime as well. Third, perceived risk of crime influenced fear of crime. Fourth, perceived risk of crime was concerned with fear of crime. Fifth, behavioral response was affiliated with fear of crime. These results reveal that risk interpretation model can be applied to senior's fear of crime. Moreover, disorder factor as social characteristic and experienced crime victimization as individual characteristic help the elderly perceive the risk of crime, bring behavioral response. Consequently, they play a role of factors affecting fear of crime. It is emphasized that support policy is required for the elderly who had experienced crime and stabilization of community environment if necessary to improve the quality of life.

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A Study on the Family Discourses in Social Workers (사회복지사의 "가족" 담론 연구)

  • Kim, In-Sook
    • Korean Journal of Social Welfare
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    • v.56 no.2
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    • pp.53-70
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    • 2004
  • This study is about family discourses of social workers in Korea. The purpose of this study is to gain suggestions of relatedness between discourse and practice by grasping the contents and meaning of discourses in social workers. 10 social workers in various fields were interviewed for this study. The results are followed: First, social workers understand family as a private space which have a meaning of shelter and refuge. Second, there are gaps between consciousness and practice of division of gender role in family. But social workers generally are inclined toward receiving division of gender role in family and applied to their family practice. Third, monolithic family image have a tendency of versatility in family structure, is inclined toward the division of gender role and myth of motherhood. Fourth, social workers perceived emotional tie as important nature of family solidarity and family as natural institution. Also these discourses of social workers were applied to their family practice. The results of this study reveals possibility that social work practice can be discoursive practice or interpretive practice.

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