• Title/Summary/Keyword: intelligent agent

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The Design of Intelligent Agent for Personal Finance Management System on Ubiquitous Environments (유비쿼터스 환경에서 개인자산관리 서비스를 위한 지능형 에이전트의 설계)

  • Shin, Kyung-Shik;Kim, Nam-Hee
    • Journal of Intelligence and Information Systems
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    • v.15 no.4
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    • pp.65-78
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    • 2009
  • The rapid changes of financial environment have increased the need and demand for personal financial advisory service from financial experts. In particular, as the individual customers want to get more customized financial services, the financial institutions created the private banking (PB) sector and have constantly expanded their PB services. However, it remains still problematic that the private banking system requires high costs so that the number of eligible customers who can have proper PB services is quite limited. To solve this problem, we propose an intelligent agent that can provides specialized and customized personal financial advisory services to the customers with low costs. The proposed agent systemizes and structures the information and knowledge of financial experts in private banking services so that individual customers can easily access to high-quality PB services when they need. On the first attempt we develop a framework of U-smart PB, an intelligent agent for personal financial management based on different scenarios related to personal financial decisions, and derive its core services. This system not only provides information simply, but also proposes to support personal investment decisions technically as an intelligent agent that embodies real-time customized financial management in a ubiquitous environment, regardless of time and place.

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Research on a Logical Agent Communication Language for Multi-Agent Systems Negotiation (I) (멀티-에이전트 시스템 협상을 위한 논리적인 에이전트 통신 언어에 관한 연구 (I))

  • Lee, Myung-Jin;Han, Hyun-Kwan
    • Journal of Internet Computing and Services
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    • v.8 no.1
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    • pp.115-123
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    • 2007
  • Agents in Multi-Agent System; (MAS) should make use of a common Agent Communication Language (ACL) in order to negotiate with others, and conform to negotiation protocols thatare designed to reach agreements. Therefore, agents must have suitable architectures that could cover above requirements. In this paper, we define an instructive ACL and compare it with other ACLs such as Foundation for Intelligent Physical Agents (FIPA) ACL and Knowledge Query Manipulation Language(KQML), In particular, we represent agents as logic programs with knowledge base and negotiation library. Finally, we show how the planner, which is in the negotiation library, provides the plan of actions and updates agent's knowledge base.

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On-line Recommendation Service Algorithm using Human Sensibility Ergonomics (감성공학을 이용한 온라인 추천 서비스 알고리즘)

  • 임치환
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.27 no.1
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    • pp.38-46
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    • 2004
  • To be successful in increasingly competitive Internet marketplace, it is essential to capture customer loyalty. This paper deals with an intelligent agent approach to incorporate customer's sensibility into an one-to-one recommendation service in on-line shopping mall. In this paper the focus of interest is on-line recommendation service algorithm for development of Human Sensibility based web agent system. The recommendation agent system composed of seven services including specialized algorithm. The on-line recommendation service algorithm use human sensibility ergonomics and on-line preference matching technologies to tailor to the customer the suggestion of goods and the description of store catalog. Customizing the system's behavior requires the parallel execution of several tasks during the interaction (e.g., identifying the customer's emotional preference and dynamically generating the pages of the store catalog). Most of the present shopping malls go through the catalog of goods, but the future shopping malls will have the form of intelligent shopping malls by applying the on-line recommendation service algorithm.

A Study on Electronic Commerce Navigation Agent Model Using Fuzzy-Conditional Probability (퍼지-조건부확률을 이용한 전자상거래 검색 에이전트 모델에 관한 연구)

  • 김명순
    • Journal of the Korea Society of Computer and Information
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    • v.9 no.2
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    • pp.1-6
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    • 2004
  • In this paper, we proposed the intelligent navigation agent model for successive electronic commerce management. For allowing intelligence, we used fuzzy conditional probability and trapezoidal. we proposed the model that can Process the vague keywords effectively. Through the this, we verified that we can get the more appropriate navigation result than any other crisp retrieval keywords condition. Our goal of study is make an intelligent automatic navigation agent model.

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An Agent-based Fuzzy Inference System for Hull Form Design (선형 설계용 에이전트 기반 퍼지 추론 시스템 기초연구)

  • 이규열;김수영;신성철;조윤제;김민정
    • Journal of the Korean Institute of Intelligent Systems
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    • v.8 no.3
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    • pp.41-49
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    • 1998
  • Agent, as a independent module, exchanges knowledge & information which are classified to their characteristics according to shared protocol. i.e. Agent Communication Language(AC1,). Fuzzy inference system represents the experiential knowledge as li~~guisticco ntrol rule and enables us to execute the knowledge using fuzzy inference. This study tries connecting fuzzy inference system with agent-based system and inspects applicability to hull form design through inferring principle dimension and hull form coefficients.

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Development of the Efficient Event Modeling using Intelligent Real-time Agent (지능형 실시간 에이전트를 이용한 효율적인 이벤트 모델링 개발)

  • Kim, Jeong-Suk
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.11a
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    • pp.71-74
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    • 2007
  • 오늘날 자연재해 발생 빈도수가 증가하고 있어 ESP(Energy Service Provider)와 대수용가에 서는 예기치 못한 정전 및 에너지 중단과 같은 이벤트가 발생하면 재산상의 손실과 같은 피해가 커지고 있다. 이에 에너지 포털 시스템에서 발생활 수 있는 다양한 이벤트들을 실시간으로 처리할 수 있는 효율적인 이벤트 모델링 개발이 필요하다. 그러나 현재 이러한 이벤트 처리를 위한 이벤트 모델링 개발은 거의 이루어지고 있지 않다. 이에 본 논문에서는 에너지 포털 시스템에서 발생하는 정전과 같은 이벤트와 원격 검침 둥과 같은 부가 서비스를 제공함에 따라 발생하는 이벤트들을 지능을 가진 실시간 에이전트를 사용하여 웹 환경에서 W3C 이벤트 처리 권고안인 DOM 모델을 기반으로 esXML(energy system eXtensible Markup Language)을 사용하여 효율적으로 처리할 수 있는 모델링을 개발하였다.

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Cyber-Counseling System using Intelligent Agent (지능형 에이전트를 이용한 사이버 상담 시스템)

  • 이경숙;피수영;전종국;정환묵
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2002.05a
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    • pp.32-36
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    • 2002
  • 심리상담의 영역이 확대되어 감에 따라 오프라인 상담뿐만 아니라 온라인 형태의 상담이 급속히 발전하고 있다. 인터넷의 활용도가 증가함에 따라 컴퓨터를 의사소통의 매개로 활용한 사이버상담 형태를 통한 상담도 체계적으로 개발되어야 할 필요성이 있다. 그러나 현재 개설되어 운영되고 있는 사이버상담은 내담자에게 적합한 맞춤상담이 불가능하며 또한 자가치유가 가능한 자가치유시스템이 없는 실정이다. 따라서 본 논문에서는 지능형 에이전트를 이용하여 내담자에게 적합한 맞춤상담이 가능한 방법을 제안함과 동시에 과거 상담사레 데이터베이스를 바탕으로 이전의 상담사레들을 신경망의 BP학습알고리즘을 이용하여 학습을 시킨 후 자가치유가 가능한 자가치유시스템을 설계하는 방법을 제안한다.

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Agent-Based Intelligent Multimedia Broadcasting within MPEG-21 Multimedia Framework

  • Kim, Mun-Churl;Lim, Jeong-Yeon;Kang, Kyeong-Ok;Kim, Jin-Woong
    • ETRI Journal
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    • v.26 no.2
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    • pp.136-148
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    • 2004
  • It is expected that an intelligent broadcasting service (IBS) will be able to provide broadcast programs based on user preference and program-associated information (metadata) in order to assist users in easy navigation of the program content being broadcast. In this way, users will be able to access program content anytime, anywhere, and in the manner they wish. This type of IBS will be a basis for future broadcasting services such as customized broadcasting or personal casting. In this paper, we introduce an agent-based multimedia broadcasting framework using the Foundation for Intelligent Physical Agents (FIPA) and MPEG-7 technologies within MPEG-21. We use a FIPA implementation called FIPA open source as a platform for exchanging user preferences and program information as FIPA messages between a server and its clients. The user preference is modeled as the User Preference description scheme in MPEG-7 multimedia description schemes. We discuss a framework structure and implementation for the IBS.

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Intelligent Mobile Agents in Personalized u-learning

  • Cho, Sung-Jin;Chung, Hwan-Mook
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.10 no.1
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    • pp.49-53
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    • 2010
  • e-learning and m-learning have some problems that data transmission frequently discontinuously, communication cost increases, the computation speed of mass data drops, battery limitation in the mobile learning environments. In this paper, we propose the PULIMS for u-learning systems. The proposed system intellectualize the education environment using intelligent mobile agent, supports the customized education service, and helps that learners feasible access to the education information through mobile phone. We can see the fact that the efficience of proposed method is outperformed that of the conventional methods. The PULIMS is new technology that can be used to learn whenever and wherever learners want in Ubiquitous education environment.

Agent based CCOW Service Using FIPA-OS (FIPA-OS를 사용한 지능형 CCOW 서비스)

  • Song, Joon-Hyun;Kim, Il-Kon;Cho, Hune;Kwak, Yun-Sik
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.760-762
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    • 2003
  • HL7(Health Level 7)은 보건의료 분야에서 ANSI에서 승인한 SDO(Standards Developing Organization)들 중의 하나이다. 대부분의 SDO들은 약제. 의료 장비 이미지, 보험 처리 등과 같은 보건의료 분야에서의 표준을 만든다. HL7의 영역은 진료와 병원 행정적인 부분이다. HL7에서는 Version2.3, Version2.4, Version3.0 등을 포함해 Data Model. Arden Syntax, CCOW(Common Context Object Workgroup) CDA(Clinical Document Architecture) 등의 표준을 만들어 나간다. 본 논문에서는 이 표준들 중 CCOW에 대해 알아보고. 기존 Agent System에 좀 더 지능적이고 자율적인 CCOW 서비스를 제공하는 방안을 알아본다.

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