• Title/Summary/Keyword: Future technology

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POMDP based Dialogue Management System for Train Reservation Service (열차 예약을 위한 POMDP 기반의 대화 관리 시스템)

  • Sung, Joo Won;Eun, Jihyun;Kim, Hyunjeong;Chang, Du-Seong
    • Annual Conference on Human and Language Technology
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    • 2008.10a
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    • pp.167-171
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    • 2008
  • 본 연구에서는 열차 예약 영역에 통계적 대화형 인터페이스를 도입하여 보다 자연스럽고 오류에 강인한 서비스 제공의 가능성을 검토하였다. 훈련용 코퍼스를 기반으로 사용자 및 시스템 행동 유형, 상태 변이 확률을 추출하여 정책을 도출하고, 성능분석용 코퍼스 기반 사용자 모델로 그 성능을 실험하였다. 방대한 시나리오의 반영을 위해 대량의 코퍼스 수집이 필요한 예제 기반 대화 정책, 혹은 인식기에 의한 오류나 노이즈를 고려하지 않음으로써 현실의 불확실성을 자연스럽게 반영하지 못하는 MDP 대화 정책에 비해 POMDP 정책은 효율적이고 빠른 훈련 알고리즘을 지속적으로 개선시켜 나간다면 적은 노력과 비용으로 효율적이고 강인한 대화 서비스의 제공이 가능할 것으로 기대된다.

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An Empirical Study on the Prediction of Future New Defense Technologies in Artificial Intelligence (인공지능 분야 국방 미래 신기술 예측에 관한 실증연구)

  • Ahn, Jin-Woo;Noh, Sang-Woo;Kim, Tae-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.9
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    • pp.458-465
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    • 2020
  • Technological advances in artificial intelligence are affecting many industries, such as telecommunications, logistics, security, and healthcare, and research and development related to economic, efficiency, linkage with commercial technologies are the current focus. Predicting the changes in the future battlefield environment and ways of conducting war from a strategic point of view, as well as designing/planning the direction of military development for a leading response is not only a basic element to prepare for comprehensive future threats but also an indispensable factor that can produce an optimal effect over a limited budget/time. From this perspective, this study was conducted as part of a technology-driven plan to discover potential future technologies with high potential for use in the defense field and apply them to R&D. In this study, based on research data collected in a defense future technology investigation, the future new technology that requires further research was predicted by considering the redundancy with existing defense research projects and the feasibility of technology. In addition, an empirical study was conducted to verify the significance between the future new defense technology and the evaluation indicators in the AI field.

Future Warfare for Hyper Connected Era (초 연결시대의 미래전 양상)

  • Lee, Chang-In;Jung, Min-Sub;Park, Sang-Hyuk
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.3
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    • pp.99-103
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    • 2020
  • The warfare caused a dramatic change when new technology was introduced to the battlefield or when the technology was matured to change the concept of operation. Thus, the rapid development of science since the 19th century is also rapidly changing the aspect and speed of war, and the recent speed of change is making it more difficult to predict future warfare than in the past In particular, in the past, it was difficult to predict the future warfare based on the latest science and technology, because it was difficult to spread and seize advanced science and technology. But global human exchange, technology hijacking by internet, and developing of asymmetric skills and methods caused more complex to technology based warfare prediction. In other words, the nature and principles of war, together with the development of science and technology, should be considered togther to predict future warfare. Therefore this study is based on the thory and principles of war and the latest science and technology to predict the future warfare situation that the military will face.

Future Promising Industries and Its Associated Ppuri-Technologies that will Change the World Expected by MOTIE R&D Program Directors(PD) (산업기술 R&D PD가 바라보는 미래 유망산업분야와 뿌리기술)

  • June, Younggun;Ahn, Hyungsu;Kim, Sungduk
    • Transactions of the KSME C: Technology and Education
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    • v.1 no.2
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    • pp.147-152
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    • 2013
  • In this paper, we surveyed the opinion of MOTIE(Ministry of Trade, Industry and Energy) R&D PDs about what are the future promising industries and their mainly associated Ppuri-technologies. According to the survey result, the future technology trends are to shift the technologies beyond their own critical performance and dominate human-centered technologies through converging technologies. In particular, the 4 industries, personalized medical technology, intelligent and emotional-based system, solar power technology and flexible technology, are expected to be good perspective industries in the near future. In order to grow these industries, we need to develop the core Ppuri-technologies that are very closely related to the future main industries. More than all, Ppuri-technology acts as a leverage for the future promising industry and is expected to be the strong supporter in manufacturing infra.

Impact of coffee ring effect on the $Al_2O_3$ thick films by Using Inkjet Printing Process

  • Hwang, Myung-Sung;Jang, Hun-Woo;Kim, Ji-Hoon;Koo, Eun-Hae;Kim, Hyo-Tae;Yoon, Young-Joon;Kim, Jong-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2009.06a
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    • pp.171-171
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    • 2009
  • We have investigated the impact of coffee ring effect on the inkjet-printed $Al_2O_3$ thick films. In a single solvent system such as Dimethylformamide, the coffee-ring-pattern has appeared on the edge of sessile drop after evaporation. The peak-to-valley height difference in $Al_2O_3$ coffee ring is over 2um. This non-uniform deposition of $Al_2O_3$ over the surface leads to sever surface roughness of the inkjet-printed films. However, we have manipulated our printing parameters to improve the surface roughness and the packing density of the printed $Al_2O_3$ films. Our inkjet-printed $Al_2O_3$ films show 10 times smoother surface than the initially printed sample's surface. Also the packing density of the printed Ah03 film becomes 70% of high packed $Al_2O_3$. In this presentation, we would like to present the key process parameters of the inkjet printing process to overcome the genetic coffee ring problem.

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A Study on the Concept of Convergence and Combined Combat Based on South Korean-style AICBM for the Victory of Future War (미래전 승리를 위한 한국형 AICBM 기반 융·복합 전투개념 연구)

  • Jung, Min-Sub;Lee, Woong;Park, Sang-Hyuk
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.2
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    • pp.321-325
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    • 2020
  • The purpose of this study is to re-concept the future battle of the Army, which combines the effects of advanced technology on the concept of combat and the AICBM technology. The "war concept" changes with the times, and can be seen through the following two examples. First, it is a concept that achieves relative superiority by analyzing enemies. A case in point is the U.S. military's development of a "public joint battle" into a "multi-domain operation." Second, it is 'science and technology' that leads to a change in the concept of combat. A case in point is that the firepower warfare on land and sea in World War I developed from World War II to "air warfare" due to the emergence of aircraft. In this regard, the U.S. military is focusing on the concept of fighting in line with the future operational environment based on high-tech science and technology and the construction of the future military through the creation of the "Future Command." Therefore, our military needs to utilize the major technologies of the fourth industrial revolution as an opportunity to develop the concept of future combat, and the future war will greatly affect the development of the concept of advanced science and technology carrying out war, as AIC technology based on the fourth industrial revolution will promote innovation in defense operations in the form of super-connected, super-intelligence and super-integration. Therefore, this study will present the impact of advanced technology on the concept of combat and the concept of battle of the future Army incorporating the technology of AICBM.

A Comparative Study on the Characteristics of the Core Technology and Future New Technology of the Ground Unmanned System (국방 지상무인체계의 핵심기술과 미래 신기술 특성 비교 연구)

  • Kim, Doe-Hun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.3
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    • pp.291-297
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    • 2019
  • The world's leading industrialized nations are improving their national science and technology capacity through the continuous expansion of national R&D investment and the improvement of performance in accordance with the trend of the fourth industrial revolution. As rapid technological development following technological convergence necessitates a preemptive response to a new paradigm, the importance of securing high technology that affects the national competitiveness is increasing day by day. Core technologies and future new technologies that affect national competitiveness can be seen as a measure to upgrade the nation's innovative capabilities. In particular, the core technologies and future new technologies to prepare for changes in a security environment and future battlefields are very important in the defense sector that develops weapons systems. In the defense sector, the core technologies based on the military weapons systems are identified, and future new technologies that use the best technologies of the private sector for national defense, not on the needs of develops weapons systems, are derived. This study examined the characteristics of core technology and future new technology of defense ground unmanned systems, conducted a comparative study through empirical analysis, and concluded that strategic technology planning and research and development are needed according to the core technology and future new technology characteristics.

Ammonia Combustion Characteristics and Technology Development Trend (암모니아 연소 특성 및 기술개발 동향)

  • Min Jung Lee;Yusung Kim;Chaewoon Ma;Junhee Bae;Chanbin Yeom
    • Journal of the Korean Institute of Gas
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    • v.27 no.3
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    • pp.11-18
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    • 2023
  • This study explained the need for ammonia fuel and the value chain as a hydrogen carrier. The basic concept of ammonia combustion characteristics and the development of flame stability and low NOx combustion technology were introduced. In addition, through the trend of ammonia combustion technology, the characteristics of ammonia combustion technology in the power generation and industrial sectors were examined, and the author's opinions were included. Through this paper, the author intends to give some overview of basic knowledge about ammonia fuel and its future development direction and meaning.

Exploring Extreme Events(X-event) in the High-Tech Science & Technology Field

  • Sang-Keun Cho;Jong-Hoon Kim;Eui-Chul Shin;Myung-Sook Hong;Jun-Chul Song;Sang-Hyuk Park
    • International Journal of Advanced Culture Technology
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    • v.11 no.2
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    • pp.191-195
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    • 2023
  • An X-event is an event that is difficult to predict and unlikely to occur, but if it occurs, it has a very large ripple effect, such as loss of life, property, territory, and emotional turmoil. Extreme events are unlikely to occur, but they can happen someday, and if they do, they have a great impact on society as a whole, so they must be prepared to minimize the impact and impact. For this purpose, we collected opinions from low-level experts at the Korea Army Research Center for Future & Innovation and the Army College on extreme events that can trigger the near future (10 years) in the field of high-tech science and technology, which is currently developing rapidly after the 4th Industrial Revolution. The researchers intend to synthesize and analyze this data to derive implications and provide a response direction to alleviate the ultra-uncertainty of extreme events and provide a cornerstone for crisis management strategies for the occurrence of serial and simultaneous extreme events.

A Study on Characteristics of Hybrid System on Affordance-based Future Housing using Convergence Technology (컨버전스 기술을 이용한 어포던스 기반 미래 주거공간의 하이브리드 특성에 관한 연구)

  • Kang, Min-Soo;Choo, Seung-Yeon;Park, Yong-Seo
    • Journal of the Korean housing association
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    • v.20 no.5
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    • pp.85-92
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    • 2009
  • In the coming 21st centuries, words of development of information communication technology among the key words being emerged as an important concern have been talked about frequently and ubiquitous environment that helps human living being networked with humans, objects and environments has been rapidly progressed, influencing significantly over the various fields as well as architectural area. And eventually in this architectural area, the space that is desired to be shown to and experienced by the people could be found in the creation of a space in a new form that has not been existed in this world by utilizing the information communication technology. The future housing delicately add using technology and AR system which is an essential element. The purpose of this study is to production and using each element and develop one-step advanced the hybrid system space. We have to select the best way of the construction future housing.