• 제목/요약/키워드: Public Acceptance

검색결과 432건 처리시간 0.026초

A Revisit to the Recent Human Error Events in Nuclear Power Plants Focused to the Organizational and Safety Culture

  • Lee, Yong-Hee
    • 대한인간공학회지
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    • 제32권1호
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    • pp.117-124
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    • 2013
  • Objective: This paper presents additional considerations related to organization and safety culture extracted from recent human error incidents in Korea, such as station blackout(i.e., SBO) in Kori#1. Background: Safety culture has been already highlighted as a major cause of human errors after 1986 Chernobyl accident. After Fukushima accident in Japan, the public acceptance for nuclear energy has taken its toll. Organizational characteristics and culture became elucidated as a major contributor again. Therefore many nuclear countries are re-evaluating their safety culture, and discussing any preparedness and its improvement. On top of that, there was an SBO in 2012 in the Kori#1. Korean public feels frustrated due to the similar human errors causing to a catastrophe like Fukushima accident. Method: This paper reassesses Japan's incidents, and revisits Korea's recent incidents. It focuses on the analysis of the hazards rather than the causes of human errors, the derivation of countermeasures, and their implementation. The preceding incidents and conclusions from Japanese experience are also re-analyzed. The Fukushima accident was an SBO due to the natural disaster such as earthquakes and a successive tsunami. Unlike the Fukushima accident, the Kori#1 incident itself was simple and restored without any loss and radioactive release. However, the fact that the incident was deliberately concealed led to massive distrust. Moreover, the continued violation of rules and organized concealment of the accident are serious signs of a new distorted type of human errors, blatantly revealing the cultural and fundamental weakness of the current organization. Result: We should learn from Japanese experiences who had taken pride in its safety technology and fairly high confidence in safety culture. Japan's first criticality accident in JCO facility splashed cold water on that confidence. It has turned out to be a typical case revealing the problems in the organization and safety culture. Since Japan has failed to gain lessons and countermeasure, the issue persists to the Fukushima incident. Conclusion: Safety culture is not a specific independent element, which makes it difficult to either evaluate it properly or establish countermeasures from the lessons. It may continue to expose similar human errors such as concealment of incident and manipulation of bad data. Application: Not only will this work establish the course of research for organization and safety culture, but this work will also contribute to the revitalization of Korea's nuclear industry from the disappointment after the export contract to UAE.

An Exploratory Study of Japanese Fathers' Knowledge of and Attitudes towards HPV and HPV Vaccination: Does Marital Status Matter?

  • Hanley, Sharon Janet Bruce;Yoshioka, Eiji;Ito, Yoshiya;Konno, Ryo;Sasaki, Yuri;Kishi, Reiko;Sakuragi, Noriaki
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권4호
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    • pp.1837-1843
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    • 2014
  • Background: No studies on male attitudes towards HPV and HPV vaccination have been conducted in Japan, and little is known globally whether attitudes of single fathers differ to those living with a female partner. This exploratory study assessed whether Japanese fathers were likely to have their daughter vaccinated against HPV in a publically funded program and whether any differences existed regarding attitudes and knowledge about HPV according to marital status. Materials and Methods: Subjects were 27 fathers (16 single; 11 married) who took part in a study on HPV vaccine acceptability aimed at primary caregivers of girls aged 11-14 yrs in three Japanese cities between July and December 2010. Results: Knowledge about HPV was extremely poor (mean score out of 13 being $2.74{\pm}3.22$) with only one (3.7%) participant believing he had been infected with HPV and most (81.4%) believing they had no or low future risk. No difference existed regarding knowledge or awareness of HPV according to marital status. Concerning perceived risk for daughters, single fathers were significantly more likely to believe their daughter was at risk for both HPV (87.5% versus 36.4%; p=0.01) and cervical cancer (75.0% versus 27.3%; p=0.02). Acceptability of free HPV vaccination was high at 92% with no difference according to marital status, however single fathers were significantly more likely (p=0.01) to pay when vaccination came at a cost. Concerns specific to single fathers included explaining the sexual nature of HPV and taking a daughter to a gynecologist to be vaccinated. Conclusions: Knowledge about HPV among Japanese fathers is poor, but HPV vaccine acceptability is high and does not differ by marital status. Providing sexual health education in schools that addresses lack of knowledge about HPV as well as information preferences expressed by single fathers, may not only increase HPV vaccine acceptance, but also actively involve men in cervical cancer prevention strategies. However, further large-scale quantitative studies are needed.

도시공원에서의 개발행위 특례 적용을 위한 사업수지분석 연구 - 수원시 장기미집행 근린공원을 중심으로 - (A Feasibility Study on Acquisition System of the Urban Parks under the Special Use Permit - Focused on the Neighbourhood Parks Unexecuted in Long-term in Suwon City -)

  • 김성용;이창수
    • 한국조경학회지
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    • 제38권4호
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    • pp.54-63
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    • 2010
  • 이 연구는 민간공원추진자가 지방자치단체와의 협약을 통하여 공원의 본질적 기능이 훼손되지 않는 범위 내에서 수익사업 시행과 함께 미집행 도시공원 부지를 도시공원으로 조성하도록 하는 예외인정제도로서의 개발행위 등 특례제도에 관한 적용방안 연구를 목적으로 한다. 수원시의 장기미집행 근린공원을 대상으로 개발행위 등 특례에 의거 공원부지 일부를 공동주택으로 개발하고, 그 외 부지를 공원으로 조성하여 공원관리청에 기부체납하는 경우의 사업수지 분석결과는 다음과 같다. 첫째, 공시지가가 높은 도심의 평지형 근린공원은 사업용적률 300%에서 사업 실현이 가능할 것으로 판단되며, 공시지가 낮은 도심 외곽의 산림형 또는 수변형 근린공원의 경우, 사업용적률 200%에서 사유지 면적의 10% 이내에서 사업실현이 가능할 것으로 판단되었다. 둘째, 보상비와 공원조성비를 합친 사업비는 전체 지출금액의 50% 내외에서 사업수지의 균형이 이루어짐을 알 수 있다. 이는 개발행위 특례에 의한 공공 기여 비율을 전체 사업비의 약 50%로 추정할 수 있는 바, 개발행위 특례에 의한 우발이익은 적정 환수될 수 있음을 시사한다.

사회 속 과학의 실현 방안: 과학에 대한 사회 참여 평가의 적용가능성을 중심으로 (A Way to Realize the Concept of Science in Society: the Applicability of Societal Participatory Evaluation on Science)

  • 김태희
    • 과학기술학연구
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    • 제17권2호
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    • pp.173-208
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    • 2017
  • 과학 스스로의 전문성과 사회로부터 자율성 추구는 과학과 사회의 분리를 심화시키는 배경으로 작용하여 왔다. 그러나 사회의 불확실성과 복잡성의 증대는 과학 스스로의 문제 해결과 질적 통제의 한계를 노출하게 하였고 과학에 대한 사회 참여를 요구하는 배경으로 작용하였다. 이에 본 연구는 선행연구에서 제시된 사회 참여 평가 유형을 과학 영역으로 확대하여 사회 속 과학의 실현 방안을 모색하였다. 구체적으로는 전통적 과학 평가, 참여적 과학 평가 및 숙의적 과학 평가로 구분하되 전통적 과학 평가가 전문가 중심으로 운영되어 사회의 보편적 참여를 제한한다는 점에서 본 연구는 참여적 과학 평가와 숙의적 과학 평가를 중심으로 연구하였다. 분석 결과에 의하면, 참여적 과학 평가와 숙의적 과학 평가가 전통적 과학 평가에 비해 이해당사자의 확대라는 점에는 공통점을 가지나, 평가대상, 평가방법, 사회 참여 범위 및 조정자의 역할에 있어 차별성을 가진다는 점을 제시하였다. 한편, 본 연구는 과학에의 사회 참여 평가가 민주주의적 가치 실현 차원에서 당연히 요구되는 사항임에도 불구하고 보편적으로 적용함에 나타나는 장애 요인과 이행 방안을 제시하고 향후 사회 전반의 노력과 체제 개선 외에도 다양한 후속 연구의 필요성을 강조한다.

웰다잉의 구성요소와 삶의 질 간의 상관관계 (Correlation between the components of dying with dignity and quality of life)

  • 임효남;이서희;김광환
    • 한국산학기술학회논문지
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    • 제20권5호
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    • pp.137-144
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    • 2019
  • 본 연구는 한국인이 생각하는 웰다잉 인식의 구성요소와 삶의 질 간의 상관관계를 알아보고자 한다. 연구대상은 층화 비례배분 방식으로 추출하였고, 전국 17개 시와 도의 만 19세 이상 만 75세 미만의 성인 1,000명으로 선정하였다. 설문구성은 일반적 특성 2문항, 삶의 질 척도 26문항, 웰다잉 인식 척도 57문항이었다. 통계 검정법으로는 빈도 분석, 독립표본 t-검정, 상관분석을 실시하였다. 연구결과는 삶의 질은 사회적인 삶의 질이 가장 높았으며, 가족 죽음의 경험 유무에 따라 가족의 죽음 경험이 있는 대상자가 가족의 죽음 경험이 없는 대상자에 비해, 신체적, 심리적, 환경적, 사회적 영역의 삶의 질이 모두 통계적으로 낮은 것으로 나타났다. 연구대상자의 웰다잉 인식 중에서는 죽음 준비의 점수가 가장 높았으며, 그 중에서도 심리 경제적 부담 경감의 점수가 가장 높았다. 연구대상자의 삶의 질은 웰다잉 인식의 모든 영역인 신체적 증상과 통제, 죽음준비, 죽음환경, 가족 및 사회관계, 병원치료, 심리 존엄 영성 부분에서 양의 상관관계를 보였다. 중년층을 대상으로 한 다른 연구에서는 노후를 위해 죽음을 받아들이는 자세가 우선적으로 중요하다고 인식한 경우와, 죽음준비교육에 참여할 의향이 있다고 응답한 경우가 삶의 질이 높은 것으로 나타났다. 따라서 대상자의 삶의 질을 향상시키기 위해서는 죽음준비 및 웰다잉 교육에 웰다잉 인식의 각 영역을 프로그램으로 계획하여 교육한다면 삶의 질을 높이는 데에 긍정적인 영향을 미칠 것으로 사료된다.

환경조화형 철탑 개발 (Development of Eco-friendly Electric Transmission Towers in KEPCO)

  • Lee, Won-kyo;Mun, Sung-Duk;Shin, Kooyong
    • KEPCO Journal on Electric Power and Energy
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    • 제5권3호
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    • pp.135-140
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    • 2019
  • Lattice towers and tubular steel poles have been commonly used for electrical power transmission in Korea. They are durable, structurally stable, simple and can easily be constructed in limited spaces. However, residents are opposed to construct transmission lattice towers in their areas because they are not visually attractive, and electrical field occur at the transmission lines. Underground transmissions have been used instead of the traditional towers to resolve these problems, however they are not cost effective to construct and run. Therefore, we have developed eco-friendly towers that are more attractive, well blending into the surrounding environment, and much more economical than underground transmissions. There are four categories of the eco-friendly electric transmission towers about design aspects. Firstly, there is decoration type such as tree tower and ensemble tower. Tree tower looks like actual trees with leaves and branches so it blends into surroundings. Ensemble towers were designed after pair of crane birds. Those towers have decoration features and art works. Structural examination and manufacturing this type would be very similar to the conventional transmission towers. Secondly, there is arm design type such as traditional tower. Design features are added to the existing towers. As partial design can be adoptable on these types, it can easily meet height regulations and attach to conventional lattice towers and tubular steel poles. Also, these towers are more economical than others. Third category is multipurpose type such as Sail Tower. These towers have simple pole or tubular structure with features which can be used as information message board, public relations and much more. This type will face greater wind pressure because of the area of the board, also visibility must take into consideration. Lastly, there is moulding type such as arc pylon. It is different shape to the conventional towers - lattice towers and tubular steel poles. Dramatic design changes have been adapted - from a hard and static tower to a soft and curved tower. These towers will well stand out in the field. However, structural examination and manufacturing this type would be difficult and costly. Also certain towers of this type would require scaffolding or false work to construct, which will result in limitations of the construction area. This paper shows KEPCO 154 kV Sail tower in detail. KEPCO 154 kV Sail tower that is included in fabrication of sample tower and tower testing has developed and the results are presented in this paper. We hope that sail tower is also considered as a solution to have public acceptance or to create a familiar atmosphere among towers and people in coastal area.

연세지역(延世地域)에 대(對)한 보건기초조사(保健基礎調査) (A Basie Health Survey of the Yonsei Community Health Service Area, Seoul)

  • 양재모;김명호
    • Journal of Preventive Medicine and Public Health
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    • 제1권1호
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    • pp.25-36
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    • 1968
  • Introduction In order to improve medical education through the introduction of a concept of comprehensive health care of a community, an area surrounding the University Campus was chosen for the Community Health Service Project. It has been on operation for last 4 years with its major emphasis on family planning services, and maternal and child health care. The major objectives of this survey at the area are to obtain: 1) The demographic data, 2) The health need and trend of medical care, 3) The attitude and practice in maternity care to be used for further improvement of the planning and the services of the project. Population and Survey Method Out of three Dongs of the Community Health Service Area, only two Dongs namely Changchun and Yonhee were selected for the survey. Total number of households and population in the area studied was 3,683 and 21,857 respectively. An interview was performed with questionnaire schedule which was recorded by interviewers. This includes the degree of utilization of health services provided by the Community Health Service Program such as family planning, prenatal care during their last pregnancy, delivery history and complications of the delivery as well as the incidence of illnesses in general. Prior to the interview, all interviewers were trained for interviewing technique for two days. The survey was carried out during the period from October December 1967. Results 1) Demographic Data : 41.3% of the population studied were children under age 15 and only 3.5% were over 60 years of age. Crude birth rate and crude death rate of this area studied during the period of November 1966-October 1967 were 20.5 and 7.7 respectively. Infant mortality rate during the same period was 35.9. 50.4% of the 2,832 households fell into the category of middle class, 39.8% to the lower class and 9.5% to the upper class in economic condition. 19.8% of 2,832 householders had no formal education, 22.7% primary school, and 57.5% middle or higher school education. 2) Health Status and Utilization of the Community Health Service: Those who suffered from many illnesses during the month of October, 1967 were 690(4.6% of 14,891 persons). Classification of these patients into the type of disease shown respiratory diseases 27.4%, gastrointestinal diseases 18.1%, tuberculosis 10.9%, skin and genitourethral diseases 4.5% and gynecologic patients 4.5%. Only 55.9% of the patients received medical care at hospital or doctor's clinic. But among TB and gynecologic patients, 70.7% and 72.4% were treated at medical facilities. 10.6% of 2,832 householders interviewed has ever utilized the Community Health Service Program provided by the Yonsei Medical School, Classifying these clients into the type of service, 35.9% utilized the wellbaby clinic, 31.0% the family planning clinic, 14.7% the home delivery care, and the rest utilized other services such as the premarital guidance cinlic and the sanitary inspection service. 3) Maternity Care: 23.6% of 2,151 deliveries were done at medical facilities such as hospital, private clinic, while 76.4% were done at home. Acceptance rate of prenatal care was 32.6% as whole, but 49.6 of 774 women who had the prenatal care service had their deliveries at medical facility. 45.1% of total deliveries were attended by medical and or paramedical personnel. 75.8% of the deliveries of those received prenatal care were attended by medical and or paramedical personnel while only 27.8% of the deliveries of those who did not have prenatal care attended by medical and or paramedical personnel. 49.8% of deliveries of the upper class, 29.8% of the middle class and 9.9% of the lower class were attended by medical and or paramedical personnel. 6.2, 3.3% and 24.8% of mothers reported about their xeperience of edema, coma and fever during the period of trimester of pregnancy and puerperium. 4) Family Planning: The rate of practice of family planning was 27.9%. 31.7% of them were by IUD, 2.9% by oral pill, 15.2% by sterilization and the rest by traditional methods. Those women who had 3 to 4 children had highest(30.2%). Practice rate among the various methods of family planning, oral pill was the most popular method to whom had 2 or less children. In relation between the practicing rate of family planning and living standard, the upper, middle and lower class practiced 37.5, 29.4 and 19.9% respectively.

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우주법(宇宙法)의 최근동향(最近動向) (Recent Developments in Space Law)

  • 최준선
    • 항공우주정책ㆍ법학회지
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    • 제1권
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    • pp.223-243
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    • 1989
  • The practical application of modern space science and technology have resulted in many actual and potential gains of mankind. These successes have conditioned and increased the need for a viable space law regime and the challenge of space has ultimately led to the formation of an international legal regime for space. Space law is no longer a primitive law. It is a modern law. Yet, in its stages of growth, it has not reached the condition of perfection. Therefore, under the existing state of thing, we could carefully say that the space law is one of the most newest fields of jurisprudence despite the fact that no one has so far defined it perfectly. However, if space law can be a true jurisprudential entity, it must be definable. In defining the space law, first of all, the grasp of it's nature iis inevitable. Although space law encompasses many tenets and facets of other legal discriplines, its principal nature is public international law, because space law affects and effects law relating intercourse among nations. Since early 1960s when mankind was first able to flight and stay in outer space, the necessity to control and administrate the space activities of human beings has growingly increased. The leading law-formulating agency to this purpose is the United Nation's ad hoc Committee on Peaceful Uses of Outer Space("COPUOS"). COPUOS gave direction to public international space law by establishing the 1963 Declaration of Legal Principles Governing the Activities of the States in the Exploration and Use of Outer Space("1963 Declaration"). The 1963 Declaration is very foundation of the five international multilateral treaties that were established successively after the 1963 Declaration. The five treaties are as follows: 1) The Treaty on Principles Governing the Activities of States in the Exploration and Use of Outer Space including Moon and other Celestial Bodies, 1967. 2) The Agreement on the Rescue of Astronauts, the Return of Astronauts, and the Return of Objects Launched into Outer Space, 1968. 3) The Convention on International Liability for Damage Caused by Space Objects, 1972. 4) The Convention on Registration of Objects Launched into Outer Space, 1974. 5) The Agreement Governing Activities of States on the Moon and Other Celestial Bodies: Moon Treaty, 1979. The other face of space law is it's commercial aspect. Space is no longer the sole domination of governments. Many private enterprise have already moved directly or indirectly into space activities in the parts such as telecommunications and space manufacturing. Since space law as the public international law has already advanced in accordance with the developments of space science and technology, there left only a few areas untouched in this field of law. Therefore the possibility of rapid growth of space law is expected in the parts of commerical space law, as it is, at this time, in a nascent state. The resources of the space environment are also commercially both valuable and important since the resources include the tangible natural resources to be found on the moon and other celestial bodies. Other space-based resources are solar energy, geostationary and geosynchronous orbital positions, radio frequencies, area possibly suited to human habitations, all areas and materials lending themselves to scientific research and inquiry. Remote sensing, space manufacturing and space transportation services are also another potential areas in which commercial. endeavors of Mankind can be carried out. In this regard, space insurance is also one of the most important devices allowing mankind to proceed with commercial space venture. Thus, knowlege of how space insurance came into existence and what it covers is necessary to understand the legal issues peculiar to space law. As a conclusion the writer emphasized the international cooperation of all nations in space activities of mankind, because space commerce, by its nature, will give rise many legal issues of international scope and concern. Important national and world-community interests would be served over time through the acceptance of new international agreements relating to remote sencing, direct television broadcasting, the use of nuclear power sources in space, the regularization of the activities of space transportation systems. standards respecting contamination and pollution, and a practical boundary between outer space and air space. If space activity regulation does not move beyond the national level, the peaceful exploration of space for all mankind will not be realized. For the efficient regulation on private and governmental space activities, the creation of an international space agency, similar to the International Civil Aviation Organization but modified to meet the needs of space technology, will be required. But prior to creation of an international organization, it will be necessary to establish, at national level, the Office of Air and Space Bureau, which will administrate liscence liscence application process, safety review and sale of launch equipment, and will carry out launch service.

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1960년대 한국의 뮤지컬 수용 역사와 문화제국주의 (Acceptance History of Korean Musical Theatre in 1960s and Cultural Imperialism)

  • 이계창
    • 공연문화연구
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    • 제37호
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    • pp.249-293
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    • 2018
  • 뮤지컬은 유럽의 오페라로 대표되는 서구 음악극 전통에서 시작된 대중예술 장르로서 20세기 미국 브로드웨이를 중심으로 꽃을 피웠으며, 현재 전 세계적으로 공연예술 분야에서 대중의 큰 사랑을 받고 있는 상업예술 가운데 하나라 할 수 있다. 이 장르의 특성 상 드라마의 전개나 캐릭터의 표현 등은 말이나 몸짓이 아닌 음악을 주요 매개체로 사용하며, 그 음악의 스타일은 특정 계층이 아닌 대중의 기호에 민감하게 반응한다. 근대화는 곧 서양화이고 일본이 조선의 개화에 책임을 져야한다는 일제의 식민주의 음악교육은 조선 민중에게 일본 이데올로기 및 문화를 강제적으로 주입함으로써 일본에의 협력과 순종을 이끌어내기 위한 것이었다. 일제가 편찬한 "보통교육 창가집"을 교재로 한 식민주의 음악교육은 한민족의 음악적 정체성이 일본음악 및 서양음악으로 전환되는 계기가 되었다. 또한 해방 이후 냉전체재 하에서 미국의 대외정책에 따른 친미적 남한 정부 수립을 위한 자본주의 경제 메커니즘과 더불어 '미8군 쇼 무대'와 '영화'로 대표되는 미국 대중문화, 이 두 가지 요소들의 유입으로 인한 비가시적인 '문화제국주의'의 영향으로 우리의 전통음악은 '국악'이라는 단어에 갇혀 '과거의 음악'이라는 의미로 한정되어지게 되었다. 우리나라는 해방 이후 미국 대중문화의 유입으로 뮤지컬을 접하게 되었고, 우리 전통예술의 현대화를 통한 '건전한 문화'의 보급을 지향한 당시 박정희 정권의 문화정책 기조에 따라 '한국적 뮤지컬'을 지향하는 '예그린악단'이 창단되었다. 그러나 우리 민족예술을 기반으로 현대화 된 공연예술을 만들고자 했던 계획은 1966년 <살짜기옵서예>의 성공으로 가능성을 보였으나, 이후 정권 실세의 후원 중단 등의 이유로 더 이상 주체적으로 운영할 능력을 상실한 관변단체로 전락하는 운명에 처하면서 무산되고 만다. 일제의 식민주의 음악교육과 해방 이후 미국 대중문화의 유입이라는 문화제국주의 책략의 영향으로 말미암아 한국 뮤지컬의 태동기에 우리의 전통연희 양식이 서양 음악과의 교류, 확장을 통한 자주적인 민족예술로 자리매김하지 못한 1960년대의 상황을 초래하게 되었다. 이것이 21세기 현재 한국 뮤지컬 시장을 서구 라이센스 뮤지컬이 주도하게 된 배경이며, 아울러 서양음악을 기반으로 한 뮤지컬 창작 현실의 주요 원인으로 볼 수 있다.

소셜 미디어 상에서의 인공지능 관련 사회적 여론에 대한 다 범주 감성 분석 (Multi-Category Sentiment Analysis for Social Opinion Related to Artificial Intelligence on Social Media)

  • 이상원;최창욱;김동성;여운영;김종우
    • 지능정보연구
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    • 제24권4호
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    • pp.51-66
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    • 2018
  • 인공지능 기술의 비약적인 발전으로 인하여, 사용자의 편의성 증대를 목적으로 다양한 분야에서 관련된 제품과 서비스들의 개발이 이루어지고 있다. 이러한 기술의 발전에는 긍정적인 파급 효과에 대한 기대감이 존재하나, 향후 발생 가능한 부정적인 측면에 대한 논의도 활발히 이루어지고 있다. 예를 들어, 인공지능 기술 기반의 자율주행 자동차의 경우 안정성의 향상이라는 측면에서 많은 관심을 받고 있으나, 트롤리 딜레마, 시스템 보안 문제 등의 사회적 이슈 또한 활발히 논의되고 있다. 이에 따라, 인공지능 관련 기술의 발전과 사회적 수용을 위해서는 사회적으로 논의되는 주요 관련 이슈들에 대한 확인과 효과적인 분석이 요구된다. 이를 위해, 본 연구에서는 '이세돌 vs 알파고' 시점인 2016년 3월을 포함하여 2016년 1월부터 2017년 12월까지 2년 동안의 인공지능과 관련된 사회적인 이슈들을 파악하고 온라인상에서 발생되는 사회적 여론에 대하여 다 범주 감성을 분석하고자 한다. 이를 위하여 국내 대표적인 포털 사이트에서 인공지능 관련 뉴스의 수와 관련된 뉴스 제목, 뉴스의 댓글을 웹 크롤링(Web Crawling) 하였다. 사회적 여론에 대한 다 범주 감성 분석은 논의되는 이슈들의 중요성을 고려하여 단순 긍정 또는 부정이 아닌, 분노, 혐오, 두려움, 행복, 중립, 슬픔, 놀라움의 7가지 다 범주 감성으로 분석하였다. 분석 결과, 대부분의 이벤트 기간에 대하여 1위 감성은 '행복'으로 나타났지만 각 키워드에 대하여 나오는 감성이 상이함을 볼 수 있었다. 또한 2016년 상반기, 하반기, 2017년 상반기, 하반기로 나누어 보았을 때 시간이 지남에 따라 '분노'의 감성이 낮아짐을 확인하였다. 이러한 분석 결과를 바탕으로 인공지능과 관련하여 현재 논의되고 있는 다양한 이슈와 동향 파악이 가능하며, 이에 대한 대응 방안 마련에 활용이 가능할 것이다. 향후 감성 분석기의 성능 향상과 댓글에 대한 공감 및 비공감도의 가중치를 추가하여 분석한다면 사회적 여론을 보다 세밀하게 파악 할 수 있을 것이다.