• Title/Summary/Keyword: 지능형모형

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A Study of Business Model Based on Intelligent Agents for Optimal Contract (최적의 매매계약을 위한 지능형 에이전트 기반의 비즈니스 모형에 관한 연구)

  • 정종진
    • Journal of the Korea Computer Industry Society
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    • v.5 no.1
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    • pp.131-146
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    • 2004
  • As Electronic Commerce(EC) has been emerged and has developed, many researchers have tried to establish EC framework for automated contract and negotiation using agent technologies. Traditional researches, however, often had limitations. They often enforced the user's participations during the automated contract process of agents. They also could only consider a few of the user's requirements for a specific goods and did not have supported the procedures and methodologies for making the best contract. In this paper, we propose business model on EC based on multiagents to overcome the defects of the previous researches. We apply CSP techniques to brokerage process to satisfy various preferential requirements from the user. We also propose efficient negotiation mechanism using negotiation model of game theory. The contract candidates automatically negotiate and mediate in terms of their benefits through the proposed negotiation mechanism. For the optimal brokerage and automated negotiation, the agents process activities for contract on three layers, which are called competition layer, constraint satisfaction layer and negotiation layer in the proposed model. We also design the message driven communication protocol to support the automated contract among the agents. Finally, we have implemented prototype systems applying the proposed model and have shown the various experimental results for efficiency of the proposed model.

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Implementation Planning for Information Technology-Based Future Mail Acceptance System (정보기술 기반의 미래형 우편접수창구 구축계획 수립)

  • Jeong, Keun-Chae
    • Information Systems Review
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    • v.7 no.2
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    • pp.141-162
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    • 2005
  • In this paper, we set up an implementation plan for the Mail Acceptance System (MAS) to be operated more effectively and intelligently. First of all, an as-is analysis for the current MAS is performed for analyzing issues and problems and obtaining user requirements. After the as-is analysis, we perform benchmarking studies on the various postal service providers of the advanced countries. Based on the results from the as-is analysis and benchmarking study, we design a conceptual model for the future MAS. The proposed conceptual model can be classified into three parts: automatic MAS, business MAS, and integrated MAS. Information and automation technologies are applied to design the proposed model for eliminating inefficiencies and inaccuracies in MAS. We identify implementation tasks for realizing the proposed MAS model, evaluate the importance and precedence relationship of the identified tasks for deciding implementation priorities, and finally set up the implementation plan for the future MAS. We can expect that the more efficient and effective MAS can be constructed in the future by performing the proposed implementation plan.

Teacher Training Program and Analysis of Teacher's Demands to Strengthen Artificial Intelligence Education (인공지능교육 역량 강화를 위한 교원 연수 프로그램과 교사 요구분석)

  • Jeon, In-Seong;Jun, Soo-Jin;Song, Ki-Sang
    • Journal of The Korean Association of Information Education
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    • v.24 no.4
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    • pp.279-289
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    • 2020
  • The purpose of this study is to apply the training program for teachers to strengthen the competence of artificial intelligence education in primary and secondary school teachers and to analyze its effectiveness and analyze teachers' demands for artificial intelligence education to provide basic research data. The referenced training program was designed based on the ADDIE model by selecting the educational contents based on the five core elements of AI, and teachers from the G Metropolitan Office of Education and the AI Education Research Association collaborated to develop the program. The effectiveness of the developed program and questionnaire of teacher needs analysis for AI teaching were examined for content validity. As a result of the training conducted by applying the developed program, satisfaction with each curriculum of the training and the possibility of application to the field were highly evaluated. It was found that teachers consider the need of teaching unplugged activities for AI education and basic AI experiences in elementary school level, and AI education contents including block programming languages and physical computing activities are needed to teach in middle school level.

Applying Intelligent Agent and Petri Net Modeling Technology to ERT Maintenance (지능형 에이전트와 페트리네트 모형화 기술을 활용한 ERP 유지보수 방법론)

  • 권오병;이재준
    • Journal of Information Technology Application
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    • v.2 no.1
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    • pp.113-137
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    • 2000
  • Even though there is no doubt that ERP(Enterprise Resource Planing) system is a prevailing solution for integrating corporate information, many companies still hesitate adopting ERP system because of a great deal of cost including maintenance cost. In special, unless consulting knowledge that is infused into process reengineering phase or adequately embedded in customized ERP system is upgraded on time, then we cannot guarantee the optimality of system performance. Hence, this paper aims to construct an ERP system that adapts itself to environmental changes that are issued by database and users. To do so, we adopt intelligent agent technology and Petri net theory. The agents autonomously cooperate each other to investigate databases and to find any exceptional changes and analyze how the changes will affect ERP performance. The dynamics of the agents are represented as Petri nets. The newly proposed ERP system is to make corresponding BPR processes maintain optimality. To show the feasibility of the proposed ERP maintenance system, logistics component is described as an illustrative example.

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Design and Optimization of Intelligent Service Robot Suspension System Using Dynamic Model (동역학 모델을 활용한 서비스용 지능형 로봇의 현가 시스템 설계 및 최적화)

  • Choi, Seong-Hoon;Park, Tae-Won;Lee, Soo-Ho;Jung, Sung-Pil;Jun, Kab-Jin;Yun, Ji-Won
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.34 no.8
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    • pp.1023-1028
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    • 2010
  • Recently, an intelligent service robot is being developed for use in guiding and providing information to visitors about the building at public institutions. The intelligent robot has a sensor at the bottom to recognize its location. Four wheels, which are arranged in the form of a lozenge, support the robot. This robot cannot be operated on uneven ground because its driving parts are attached to its main body that contains the important internal components. Continuous impact with the ground can change the precise positions of the components and weaken the connection between each structural part. In this paper, the design of the suspension system for such a robot is described. The dynamic model of the robot is created, and the driving characteristics of the robot with the designed suspension system are simulated. Additionally, the suspension system is optimized to reduce the impact for the robot components.

Intelligent Control System for Ship Steering Gear Using TCP/IP (TCP/IP 기반의 지능형 조타제어시스템에 관한 연구)

  • Seo Ki-Yeol;Oh Se-Woong;Cho Deuk-Jae;Park Sang-Hyun;Suh Sang-Hyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.305-309
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    • 2006
  • The important field of research on ship operation is related to the high efficiency of transportation, the convenience of maneuvering ships and the safety of navigation. For these purposes, many intelligent technologies for ship automation have been required and studied. As a way of practical application for a smart ship based on network system, this paper proposes the intelligent control system for ship steering gear based on TCP/IP and desires to testify the validity of the proposal by applying the fuzzy control model to the steering gear system. As study method, the fuzzy inference was adopted to build the maneuvering models of steersman and then the network system was implemented using the TCP/IP Socket programming. Lastly, the miniature steering control system was designed to testify for its effectiveness.

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Development of a Intelligent u-Learning System using Cyber Tutor (가상 교수자를 이용한 지능형 u-러닝 시스템의 개발)

  • Kim, Yong-Beom;Jung, Bok-Moon;Kim, Yung-Sik
    • The KIPS Transactions:PartA
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    • v.14A no.3 s.107
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    • pp.159-166
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    • 2007
  • A arrival of u-teaming paradigm requires many u-teaming system and model that is varied and support to distance education, Accordingly, the distance education system in u-learning environment has attracted a fair amount of critical attention. However there remain many questions, as yet unresolved, such as it is difficult to maintain interaction between tutor and learner, the construction of system is a great expense to them, a tutor, who manages the system, lacks technologic background, in most current distance education system. To solve these problem, some preliminary observations have to be made first: to keep teaming process in situation that it is unconnected with tutor, to construct the system economically, and to make to be easy-to-use. Therefore, in this paper, we develop the 'Intelligent U-Learning System using Cyber Tutor', which includes the conception of u-learning such as mobility, immanency, supports to keep learning without real tutor by cyber tutor, and removes technological and economical costs, verify the validity.

Development of Classification Model Using Neural Network (신경회로망을 이용한 분류모형 개발)

  • Park, Kwang-Bak;Park, Young-Man;Hwang, Seung-Gook
    • Journal of the Korean Institute of Intelligent Systems
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    • v.18 no.5
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    • pp.638-641
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    • 2008
  • In this paper, a model to classify the method using the fuzzy TAM with preprocessing of data was developed. The preprocessing method can be divide the problem using the characteristics in the case of category type factor. In case of continuous type factor, if there was exist factor's range which is not overlapping by class, the data belong to the range was fixed and eliminated in classification. After these preprocessing of data, classified operation of Fuzzy TAM is performed.

Intelligent unmanned vehicle development and evaluation (지능형 무인 모형자동차 개발 및 평가)

  • Kim, Ho-Geum;Sin, Jae-Hoon;Jung, Jin-Hyun;Che, Geoung-Sik;Han, Moon-Su
    • Proceedings of the KIEE Conference
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    • 2015.07a
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    • pp.105-106
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    • 2015
  • 무인 자율 자동차는 사람이 차량 제어에 개입할 수 있는 일반적인 '무인 자동차'와는 달리 센서, 메라와 같은 '장애물 인식장치'와 GPS모듈 과 같은 '자동 항법 장치'를 기반으로 조향, 변속, 가속, 브레이크를 도로환경에 맞춰 스스로 제어해 목적지까지 주행할 수 있는 차량을 의미한다. 따라서 무인 자율 주행 자동차에는 차량제어기술, 차선인식기술, 충돌 회피 기술 등이 필요 하며 이를 위해 각종 센서뿐만 아니라 센서 네트워크, 컴퓨터비전, 인공지능 등의 다양한 기술들이 접목되어야 한다. 본 논문은 소형 무인자동차의 제작을 통한 알고리즘과 그 평가에 대해서 나타낼 것이다.

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Design of Intellectual MOB Agent for Multi-player Online Game (다사용자 온라인 게임을 위한 지능형 MOB 에이전트 설계)

  • Kim, Jin-Soo;Bang, Yong-Chan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.325-328
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    • 2005
  • 기존의 다사용자 온라인 게임에서 구현되어 있는 MOB(Mobile Character)들은 '대기' 와 '공격' 의 2 가지 상태를 가지며 사용자의 '공격' 이라는 이벤트에만 반응하도록 설계되어 있는 수동적인 에이전트들이다. 본 논문에서는 기존의 '대기' 와 '공격' 상태에 '회피' 상태를 추가하고 3 가지 각각의 행동 전이에 따른 행동 패턴을 행동 특성 곡선으로 표현하며 '공격' 과 '접근' 자극을 스트레스 모형에 적용하여 스트레스에 따른 MOB 에이전트의 행동 패턴 변화를 설명하고 주변의 다른 에이전트들과의 협동을 도모할 수 있는 지능적인 NPC 에이전트를 설계한다.

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