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예술 전시에 활용 가능한 AI 알고리즘 연구 : 챗봇 모델 개발 및 평가를 중심으로 (A Study on AI Algorithm that can be used to Arts Exhibition : Focusing on the Development and Evaluation of the Chatbot Model)

  • 최학현;윤미라
    • 한국엔터테인먼트산업학회논문지
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    • 제15권4호
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    • pp.369-381
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    • 2021
  • AI(인공지능) 기술은 전시 기획, 현장 진행, 평가에 이르는 예술 전시 준비 과정에서 활용할 수 있다. AI는 전시 기획과 안내 서비스 분야부터 예술 창작의 도구까지 영역을 확장하고 있다. 본 연구는 전시와 AI 기술의 융합을 정보와 서비스 제공에 활용하는 챗봇을 중심으로 고찰해보았다. 더 구체적으로 연구하기 위해 네이버 클로바 챗봇 제작툴과 국립현대미술관의 정보를 사용하여 전시 서비스용 챗봇 개발(연구설계)을 진행하였다. 본 연구에서는 국립현대미술관의 모든 정보가 아닌 관람과 전시로 정보를 한정하였으며 버튼을 통해 원하는 답변을 얻는 시나리오 방식과 직접 질문을 입력하는 텍스트 Q&A 방식을 제공하는 챗봇을 개발(모델 및 평가)하였다. 엘리자(ELIZA)의 챗봇 평가 척도에 따라 여섯 가지 항목으로 챗봇을 평가해본 결과 5점 만점에 4.2점이 도출되었고 관람, 전시 정보를 전달하는 목적으로 사용될 챗봇 개발(연구모형)을 완성했다. 개발한 챗봇에 연속적인 시나리오 답변 연결과 텍스트 Q&A형 답변 실패 및 오류 해결 및 추가 서비스 확대를 통해 실제 예술 전시 공간에서 사용될 수 있는 완벽한 챗봇 모델을 제작하는 것을 향후 연구 과제로 삼는다.

국립공원(國立公園) 생태계(生態界) 보호(保護) 장기전략(長期戰略)을 위한 기초연구(基礎硏究) - 설악산(雪嶽山) 국립공원(國立公園)에 대한 방문객(訪問客) 인식(認識) 조사(調査) - (A Basic Study for the Long Term Strategy for Protecting Ecosystems in National Parks - A Survey on the Perceptions of Visitors to Soraksan National Park -)

  • 윤영일
    • 한국산림과학회지
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    • 제88권3호
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    • pp.299-308
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    • 1999
  • 국립공원이 자연생태계 보호를 제대로 수행하려면 해당 사회의 국립공원에 대한 인식이 중요한 역할을 한다. 설악산 국립공원 방문객 인식조사는 이 질문에 답을 얻기 위하여 시행되었다. 인식유형과 유형에 영향을 미치는 인자를 통한 조사 결과, 국립공원은 감상지향형, 문화지향형, 휴양지향형, 경제지향형으로 설명되어진다. 처음 세 유형은 전통문화와 깊은 연관을 가진 인식유형이며 경제지향형은 생태계 보호에 항상 문제점으로 등장하는 유형이다. IUCN(국제자연보전연맹)에서 요구하는 생태계 보호나 서구에서 유행하는 환경윤리는 우리 사회에 아직도 요원한 것으로 보이며, 국립공원 내 생태계 보호를 위한 장기전략 수립에는 공원관리 전반에 전통문화와의 접목이 필수적으로 보인다.

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서술형 문항 채점을 위한 복합문 구문의미분석 시스템에 대한 연구 (Research on the Syntactic-Semantic Analysis System on Compound Sentence for Descriptive-type Grading)

  • 강원석
    • 컴퓨터교육학회논문지
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    • 제21권6호
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    • pp.105-115
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    • 2018
  • 서술형 문항은 수준 높은 사고능력 평가에 적합하나 채점이 쉽지 않다. 동일한 채점기준을 적용하더라도 채점자마다 서로 다른 채점을 할 수 있으므로 객관적인 채점 시스템이 필요하다. 그렇지만 채점 시스템을 구축하기 위해서는 표현 언어인 한국어 분석이 전제되어야 한다. 특히 서술형 문항의 답변은 단문형태가 아닌 복문이 내포된 복합 문장으로 표현되기 때문에 복합문의 한국어 분석이 이루어져야 한다. 본 연구는 이와 같은 서술형 문항의 자동 채점을 위해 한국어의 복합문을 구문의미 분석하는 시스템을 개발하고 시스템의 성능을 분석하였다. 이 시스템은 의미속성 사전을 활용하여 대상 구문의 의미적 제한조건을 검사하고 적합한 피수식 대상을 선별하여 구문의미분석을 실행한다. 실험 데이터에 대해 93%의 정확률을 얻어 제안한 시스템이 효과있음을 알 수 있었다. 본 연구의 시스템은 서술형 문항 채점에 활용할 수 있고 한국어 처리의 응용영역에 활용할 수 있을 것으로 기대된다.

공동주택의 친환경 리모델링을 위한 부품접합부 개선방안의 유형화에 관한 연구(I);거실 및 침실을 중심으로 (A Study on the Development Type of Component Joint Design for Environment Friendly Multi Housing Remodeling-Living Room (I))

  • 임석호;김수암;황은경;윤매한
    • 한국주거학회:학술대회논문집
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    • 한국주거학회 2006년도 추계학술발표대회 논문집
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    • pp.366-369
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    • 2006
  • Multi Housing design has not considered the remodeling even at the beginning of the construction. This severely hindered systematic maintenance, providing fundamental causes of consuming society. In general, in about 20 years when the buildings become too old, they are brought down or removed with a trail of waste left behind. In addition, since the current remodeling or future remodeling type is a general remodeling that leaves only a frame, some question the role of the remodeling as a solution to the reconstruction from economically and environmentally efficient aspects. This study intends to find a solution for long-life span multi-family housing design, promoting sequential remodeling by stating the life cycle of components. Problems were identified by analyzing joints, design and construction of multi-family housing based on the previous researches. Conclusion from characterization of the design plan according to joint parts can be summarized as the following firstly, the problem of the wet was seen in joints between the structure and a finishing materials and ones between separate finishing materials. Secondly, the problem of overlap was frequently seen in joints between the structure and a door/window, ones between a door/window and a finishing materials, and ones between a finishing materials and an electrical/mechanical device.

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A Possible Scientific Inquiry Model based on Hypothetico-Deduction Method Involving Abduction

  • Oh, Jun-Young
    • 한국과학교육학회지
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    • 제32권3호
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    • pp.486-501
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    • 2012
  • The aims of this study are to investigate two main problems for the hypothetico-deduction method and to develop a scientific inquiry model to resolve these problems. The structure of this scientific inquiry model consists of accounts of the context of discovery and justification that the hypothetico-deduction holds as two main problems : 1) the heuristic flaw in the hypothetico-deduction method is that there is no limit to creating hypotheses to explain natural phenomena; 2) Logically, this brings into question affirming the consequent and modus tollens. The features of the model are as follows: first, the generation of hypotheses using an analogical abduction and the selection of hypotheses using consilience and simplicity; second, the expansion phase as resolution for the fallacy of affirming the consequent and the recycle phase as resolution for modus tollens involving auxiliary hypotheses. Finally, we examine the establishment process of Copernicus's Heliocentric Hypothesis and the main role of the history of science for the historical invalidity of this scientific inquiry model based on three examples of If/and/then type of explanation testing suggested by Lawson (International journal of science and Mathematics Education, 2005a, 3(1): 1-5) We claim that this hypotheticho-deduction process involving abduction approach produced favorable in scientific literacy rising for science teacher as well as students.

중학생들의 빛과 그림자에 대한 증거 평가 (Middle School Student's Evidence Evaluation)

  • 박종원;장병기;윤혜경;박승재
    • 한국과학교육학회지
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    • 제13권2호
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    • pp.135-145
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    • 1993
  • This study investigated student's prior conceptions and evidence evaluation about Light and shadow. One hundred twenty six students were given Explanation-after-choice type Questions to investigate student' prior conceptions and Choicd type Question to identify student's idea about scientific method and characteristics od observation. Forty-four of the 126 students were interviewed to explore student's evidence evaluation. Eighty students (63.5%) thought that the shape of material affected the shape of shadow but the shape of light source did not Only 58.8 precents of all responses were evidence-based responses. Characteristics of evidence affected student's evidence evaluation : student made evidence-based responsed to the accord evidence more frequently than discord evidence. Among evidence-based response to the discord evidence. 35.5% of responses were the case that student felt cognitive conflict or explored other variables by recognizing discord between his/her own ideas and evidence or distort the evidence. Student's idea about characteristics of observation did not affect the evidence evaluation, but student's idea about scientific method affected the evidence evaluation.

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도시 주부들의 가정관계에 대한 만족도에 관한 연구 -부산과 창원지역 중심- (A Study on the House Family Relation Satisfaction)

  • 최정혜
    • 대한가정학회지
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    • 제25권4호
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    • pp.123-139
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    • 1987
  • A study on the House wife's Family Relation Satisfaction. This study aimed to investigate house wives satisfaction of their family relation. Major research question are as followings; 1. How do housewives satisfy their family relations? 2. What are difference in housewives satisfaction to such family relation areas. Marital relation, children relation, husband's parents relation, relative relation, and husband sister relation. 3. What are difference in housewives family relation satisfaction in terms of housewives personal variables (age, education, employment, husband job, family life cycle, family type…etc) The Subject of this study consisted of 863 housewives sampled in pusan, changwon area. The questionnaire which used in this study is made by the researcher. The data are analyzed statis factly. The finding of this study are as followings: 1. Home makers were found to show the high-satisfaction is 28.5%, the middle-satisfaction is 57.5% and the low satisfaction is 14.0%. And Pusan higher than changwon. T-test showed the significance according to Area(p<.05) 2. The satisfactioon of family-relations areas was showed that pusan higher than changwon homemakers on whole field. 3. The main factors which affected the state of satisfaction about their family-relations were their economical level, the state of employed of homemakers, the type of family.

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A Clinical Study About Difference Between Recognition of One's Own Body Figure and the Real Body Shape

  • Lee, Hee-Seung;Park, Sung-Sik
    • 대한한의학회지
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    • 제28권4호
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    • pp.52-60
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    • 2007
  • Objectives : The purpose of this study is to evaluate if the answers of questionnaires correlate with real body shapes and to evaluate if there are any differences between different types of questionnaires. Methods : We hand-measured body circumferences and body widths to analyze statistically answers of 9 questions from 2 different questionnaires. Also we compared two different types of questionnaires with Pearson product-moment correlation coefficient and two way ANOVA test. Results : There are significant correlations between answers of questions and all measured body circumferences and most body circumferences except for iliac width. Also answers of questionnaires even about the same chest part are not quite the same according to the opposite type of questionnaire after we compared grouping two of eight questions. Patients seem to have difficulty to recognizing if their necks are well-developed or not especially when the question asks about body shape when comparing two parts such as neck vs waist or chest vs buttock. Conclusions : There is general tendency of recognizing one's body shape properly. But also there are differences of recognition according to the type of questionnaire about the same body. So it is recommended to study more about the questionnaires.

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Advanced Treatment of Wastewater from Food Waste Disposer in Modified Ludzack-Ettinger Type Membrane Bioreactor

  • Lee, Jae-Woo;Jutidamrongphan, Warangkana;Park, Ki-Young;Moon, Se-Heum;Park, Chul
    • Environmental Engineering Research
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    • 제17권2호
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    • pp.59-63
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    • 2012
  • This paper proposes a modified Ludzack-Ettinger (MLE) type membrane bioreactor (MBR) as a method of treatment for wastewater from food waste disposer. Micro-membrane filtration allows for an extremely low concentration of suspended solids in the effluent. The effluent of the reactor in question is characterized by a relatively high level of non-biodegradable organics, containing a substantial amount of soluble microbial products and biomass. Results obtained in this paper by measurement of membrane fouling are consistent with biomass concentration in the reactor, as opposed to chemical oxygen demand (COD). The MLE process is shown to be effective for the treatment of wastewater with a high COD/N ratio of 20, resulting in are markedly high total nitrogen removal efficiency. Denitrification could be improved at a higher internal recycle ratio. Despite the low concentration of influent phosphorus, the phosphorus concentration of the outflow is seen to be relatively high. This is because outflow phosphorous concentration is related to COD consumption, and the process operates at along solids retention time.

토지이용 유형에 따른 포유류 로드킬 발생 특성 (The Effects of Land Use on the Frequency of Mammal Roadkills in Korea)

  • 최태영;박종화
    • 한국조경학회지
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    • 제34권5호
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    • pp.52-58
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    • 2006
  • Wildlife roadkill is a serious problem for road planners and biologists concerned with traffic safety, species conservation, and animal welfare. The objective of this paper was to analyze the effect of land use on the frequency of mammal roadkills. This study took part in three steps. First, data for 1,279 road kills of nine species were collected by survey over 26 months on 107km of roads near the Mt. Jirisan area. Second, the type of land use near the roadkill points was analyzed, and the area of each land use within loom of the road was calculated using GIS. Finally, the question of whether the land use affects the Sequency of mammal roadkills was analyzed by determining the density of roadkill occurrences for each land-use type. The results of the study were as follows. First, the roadkill density of all species was highest near grasslands, especially natural grasslands. Second, when comparing forests and rice fields, roadkill densities of the Eurasian red squirrel, Siberian chipmunk and Korean hare were higher near the forests, while the densities of the raccoon dog, water deer and leopard cat were higher near rice fields. The results of this study could be an essential information source for mitigating the roadkill problem in Korea.