• Title/Summary/Keyword: Intelligence Agent

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Meta Knowledge for Effective Model Management in Web-based System (웹 기반 시스템에서 효과적 모델관리를 위한 메타지식)

  • 김철수
    • Journal of Intelligence and Information Systems
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    • v.6 no.1
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    • pp.35-50
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    • 2000
  • Diverse requirements of users on web-based model management force a system agent to develop user-adaptive building a model in reality and providing an adequate solution method of the model. The relationship between models is important knowledge for the agent to effectively build a new model to adaptively adjust an existing model under a problem and to efficiently connect the new model into an adequate solution method. Since the generating process of the inter-model relationship is more difficult than the building a new model however the process mostly depends on the knowledge of operation research experts. Without the adequate scheme of the inter-model relationship the burden of the management for the agent increases rapidly and the quality of the services may worsen. This study shows that meta-knowledge generated from relationship between models is important for the user to build a model in reality and to acquire the solver appropriate to the model. The relationship that consists of common and exclusive objects between models can be represented by frames. The system under development to implement the idea includes user-adaptive ability which identifies a model through forward chaining method and searches the solver appropriate to the model by using the meta knowledge. We illustrate the meta knowledge with an applied delivery system in supply chain management.

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Categorization of Interaction Factors through Analysis of AI Agent Using Scenarios (인공지능 에이전트의 사용 시나리오 분석을 통한 인터랙션 속성 유형화)

  • Cheon, Soo-Gyeong;Yeoun, Myeong-Heum
    • Journal of the Korea Convergence Society
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    • v.11 no.11
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    • pp.63-74
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    • 2020
  • AI products are used 'AI assistants' as embedded in smart phones, speakers, appliances as agents. Studies on anthropomorphism, such as personality, voice with a weak AI are being conducted. Role and function of AI agents will expand from development of AI technology. Various attributes related to the agent, such as user type, usage environment, appearance of the agent will need to be considered. This study intends to categorize interaction factors related to agents from the user's perspective through analysis of concept videos which agents with strong AI. Framework for analysis was built on the basis of theoretical considerations for agents. Concept videos were collected from YouTube. They are analyzed according to perspectives on environment, user, agent. It was categorized into 8 attributes: viewpoint, space, shape, agent behavior, interlocking device, agent interface, usage status, and user interface. It can be used as reference when developing, predicting agents to be commercialized in the future.

An Agent System Protection Mechanism for Secure Action of Mobile Agent in Open Network Systems (Open Network 시스템에서 이동에이전트의 안전한 역할 수행을 위한 에이전트 보호메커니즘)

  • Jung, Chang-Ryul;Yoon, Hong-Sang;Koh, Jin-Gwang
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.6 no.2
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    • pp.371-378
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    • 2002
  • In the resent years, the term mobile agent is probably one of the most overused words in many appliable areas of distributed open systems as electronic commerce and electronic data interchange, and it has very different meanings in the area of artificial intelligence, network management, or distributed systems. However, the use of mobile agent adds significant problems, primarily in the area of EC/EDI. Therefore it is very important to control the roaming agents to keep one's privacy or property in distributed open networks. The surge in secure intranets for commercial applications provides a robust, secure environment to which trading partners can increasingly entrust their interactions to some mobile agents. In this paper, we introduce a mechanism to protect mobile agent itself from the malicious server he is visiting and also we introduce a mechanism to protect vital resources of the open systems as internet.

Symbolic Analysis of a Figure Character in Satirical Cartoon 'National Intelligence Service Female Agent' (만평 속 인물캐릭터인 '국정원 여직원'의 기호적 분석)

  • Park, Keong-Cheol
    • Cartoon and Animation Studies
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    • s.37
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    • pp.307-334
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    • 2014
  • Satirical cartoon features figure characters that liken to particular figures or social phenomenon to satirize particular figures or social phenomenon. Through the words and actions of figure characters in satirical carton, fraudulentact of man in power or irrational social phenomenon is revealed. The National Intelligence Service (NIS) female agent that is the figure character of this study has been appearing in satirical cartoon for a long time and it likens to social phenomenon instead of a actual figure. The reason why the NIS female agent has been appearing as a figure character in satirical cartoon for a long time is because related social phenomenon has not ended and is still in progress. In addition, the reason why it likens to social phenomenon instead of an actual figure is based on the fact that it is not easy to identify her face that has been hidden, which makes it difficult to exaggerate the characteristic of the figure. Her hidden face is also an expression of the desire to hide that is symbolized by baseball cap and muffler. Her hidden face and the desire to hide make it easy to substitute to other related figure or social phenomenon instead of actual figure. Namely, outward appearance of the NIS female agent has a good condition for combining 'added significance' in satirical cartoon. Irrelevant to actual NIS female agent, a satirical cartoon figure of NIS female agent is being combined with various meanings when needed and it is substituted as another figure, group or social phenomenon as the actual figure disappears. Accordingly, the purpose of this study is to reveal the role of figure character in satirical cartoon by symbolically analyzing the figure character that appears in satirical cartoon as 'NIS female agent'. The followings were revealed through the symbolic analysis of figure character in satirical cartoon in this study. First, satirical cartoon satirizes social phenomenon. Figure character in satirical cartoon satirizes social phenomenon in place of actual figure. Second, satirical cartoon satirizes core or embarrassing area of irrational social phenomenon created by politics. Figure character in satirical cartoon satirizes core or embarrassing area of social phenomenon by revealing it in place of actual figure. Third, satirical cartoon sends a message of warning to a responsible person of irrational social phenomenon created by politics. Figure character in satirical cartoon sends a message of warning to responsible person of irrational social phenomenon created by politics in place of actual figure. Fourth, satirical cartoon provides catharsis for enduring wound or stress received by individual due to irrational social phenomenon created by politics. Figure character in satirical cartoon provides catharsis for enduring wound or stress received by individual due to irrational social phenomenon through satirizing and ridiculing actual figure.

Extracting Features of Human Knowledge Systems for Active Knowledge Management Systems

  • Yuan Miao;Robert Gay;Siew, Chee-Kheong;Shen, Zhi-Qi
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2001.01a
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    • pp.265-271
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    • 2001
  • It is highly for the research in artificial intelligence area to be able to manage knowledge as human beings do. One of the fantastic natures that human knowledge management systems have is being active. Human beings actively manage their knowledge, solve conflicts and make inference. It makes a major difference from artificial intelligent systems. This paper focuses on the discussion of the features of that human knowledge systems, which underlies the active nature. With the features extracted, further research can be done to construct a suitable infrastructure to facilitate these features to build a man-made active knowledge management system. This paper proposed 10 features that human beings follow to maintain their knowledge. We believe it will advance the evolution of active knowledge management systems by realizing these features with suitable knowledge representation/decision models and software agent technology.

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Enhanced MCTS Algorithm for Generating AI Agents in General Video Games (일반적인 비디오 게임의 AI 에이전트 생성을 위한 개선된 MCTS 알고리즘)

  • Oh, Pyeong;Kim, Ji-Min;Kim, Sun-Jeong;Hong, Seokmin
    • The Journal of Information Systems
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    • v.25 no.4
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    • pp.23-36
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    • 2016
  • Purpose Recently, many researchers have paid much attention to the Artificial Intelligence fields of GVGP, PCG. The paper suggests that the improved MCTS algorithm to apply for the framework can generate better AI agent. Design/methodology/approach As noted, the MCTS generate magnificent performance without an advanced training and in turn, fit applying to the field of GVGP which does not need prior knowledge. The improved and modified MCTS shows that the survival rate is increased interestingly and the search can be done in a significant way. The study was done with 2 different sets. Findings The results showed that the 10 training set which was not given any prior knowledge and the other training set which played a role as validation set generated better performance than the existed MCTS algorithm. Besed upon the results, the further study was suggested.

Research of intelligent information services for Telematics (텔레메틱스를 위한 지능형 정보서비스에 관한 연구)

  • Park, Kyi-Tae;Son, Young-Ik;Kim, Kab-Il
    • Proceedings of the KIEE Conference
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    • 2004.05a
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    • pp.129-131
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    • 2004
  • The advanced technology called Telematics appeared with the development of automobile industries and IT technologies. In Telematics it is important to offer good quality information to the car which loads the terminal, so in this paper, for this, we propose the intelligent information service method using artificial intelligence(A. I.). In this paper, through the concept of multi-agent, we represent Telematics system and show the interaction between information service center and a terminal for smooth information service. Finally, we mention the way that Telematics should persue for the enhancement of information service.

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Q&A Chatbot in Arabic Language about Prophet's Biography

  • Somaya Yassin Taher;Mohammad Zubair Khan
    • International Journal of Computer Science & Network Security
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    • v.24 no.3
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    • pp.211-223
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    • 2024
  • Chatbots have become very popular in our times and are used in several fields. The emergence of chatbots has created a new way of communicating between human and computer interaction. A Chatbot also called a "Chatter Robot," or conversational agent CA is a software application that mimics human conversations in its natural format, which contains textual material and oral communication with artificial intelligence AI techniques. Generally, there are two types of chatbots rule-based and smart machine-based. Over the years, several chatbots designed in many languages for serving various fields such as medicine, entertainment, and education. Unfortunately, in the Arabic chatbots area, little work has been done. In this paper, we developed a beneficial tool (chatBot) in the Arabic language which contributes to educating people about the Prophet's biography providing them with useful information by using Natural Language Processing.

A Study on Tools for Agent System Development (원격 의료의 혁신)

  • So-hee Ha;Bo-gyung Park;Seong-soo Han
    • Annual Conference of KIPS
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    • 2024.05a
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    • pp.602-603
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    • 2024
  • 이 논문은 코로나 팬데믹 시대에 원격 의료 서비스의 중요성이 부상함에 따라, LLM(Large Language Model)과 웨어러블 기기를 활용한 의료 기술의 발전과 이를 통한 의료 서비스의 혁신에 대해 다루고 있다. 코로나 19 대응을 위해 원격 의료에 대한 법적 제한이 완화되며, 이에 따른 원격 의료 시스템의 확대를 언급하고 있다. LLM 을 활용한 의료 정보 관리와 웨어러블을 통한 건강 모니터링을 소개하며, 대화형 AI 를 통한 문의사항 처리와 2 차 처방, 실시간 번역 AI 기술 등의 기술적 혁신을 언급하고 있다. 이러한 기술들이 의료 서비스의 혁신과 개인 건강 관리에 새로운 차원을 열어주지만, 보안 문제와 디지털 격차 등의 문제가 동반될 수 있다고 경고하며, 이를 극복하기 위한 대책과 지속적인 개선이 필요하다고 강조하고 있다.

Multi-Agent Systems: Effective Approach for Cancer Care Information Management

  • Mohammadzadeh, Niloofar;Safdari, Reza;Rahimi, Azin
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.12
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    • pp.7757-7759
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    • 2013
  • Physicians, in order to study the causes of cancer, detect cancer earlier, prevent or determine the effectiveness of treatment, and specify the reasons for the treatment ineffectiveness, need to access accurate, comprehensive, and timely cancer data. The cancer care environment has become more complex because of the need for coordination and communication among health care professionals with different skills in a variety of roles and the existence of large amounts of data with various formats. The goals of health care systems in such a complex environment are correct health data management, providing appropriate information needs of users to enhance the integrity and quality of health care, timely access to accurate information and reducing medical errors. These roles in new systems with use of agents efficiently perform well. Because of the potential capability of agent systems to solve complex and dynamic health problems, health care system, in order to gain full advantage of E- health, steps must be taken to make use of this technology. Multi-agent systems have effective roles in health service quality improvement especially in telemedicine, emergency situations and management of chronic diseases such as cancer. In the design and implementation of agent based systems, planning items such as information confidentiality and privacy, architecture, communication standards, ethical and legal aspects, identification opportunities and barriers should be considered. It should be noted that usage of agent systems only with a technical view is associated with many problems such as lack of user acceptance. The aim of this commentary is to survey applications, opportunities and barriers of this new artificial intelligence tool for cancer care information as an approach to improve cancer care management.