IHK: Intelligent Autonomous Agent Model and Architecture towards Multi-agent Healthcare Knowledge Infostructure

被引:0
|
作者
Hashmi, Zafar [1 ]
Adwan, Somaya Maged [1 ]
机构
[1] Metavonix IT Solut, Smart Healthcare Lab, Washington, DC USA
关键词
Intelligent agents; architecture; multi-agent system; Healthcare Knowledge Management;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Intelligent autonomous agents is an emerging technology that excels the applications, having complex distributed nature and requiring communication of complex and diverse forms of information, when deployed in multi-agent system setting. As healthcare is a complex domain and distributed in nature, scientist have started to deploy intelligent agents and multi-agent technologies indifferent healthcare information and decision support systems. We argue that efficacy of multi-agent system and performance of multi-agent system architecture in any domain, in particular healthcare domain heavily depends on a single agent architecture and model that mimic human behavior. In this paper we present, Hybrid Intelligent Autonomous Agent (IAA) Model, Hybrid Intelligent Autonomous Agent (IAA) Architecture, and based on these two fundamental building blocks, designing and development of an Intelligent Multi-agent Healthcare Knowledge Infostructure (IHK)
引用
收藏
页码:729 / 734
页数:6
相关论文
共 50 条
  • [1] Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System
    Ben Jemmaa, Afef
    Ltifi, Hela
    Ben Ayed, Mounir
    [J]. HYBRID INTELLIGENT SYSTEMS, HIS 2015, 2016, 420 : 211 - 221
  • [2] Multi-agent architecture for Knowledge Discovery
    Pop, Daniel
    Negru, Viorel
    Sandru, Calin
    [J]. SYNASC 2006: EIGHTH INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND NUMERIC ALGORITHMS FOR SCIENTIFIC COMPUTING, PROCEEDINGS, 2007, : 217 - +
  • [3] A MULTI-AGENT ARCHITECTURE FOR INTELLIGENT DATA ANALYSIS
    Queiroz, Jonas F. P.
    Guilherme, Ivan Rizzo
    Batista, Caio Cesar
    [J]. ICINCO 2011: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 1, 2011, : 215 - 218
  • [4] A multi-agent architecture for an intelligent Website in insurance
    Jonker, CM
    Lam, RA
    Treur, J
    [J]. COOPERATIVE INFORMATION AGENTS III, PROCEEDINGS, 1999, 1652 : 86 - 100
  • [5] A Multi-Agent architecture for intelligent gathering systems
    Camacho, D
    Aler, R
    Borrajo, D
    Molina, JM
    [J]. AI COMMUNICATIONS, 2005, 18 (01) : 15 - 32
  • [6] A multi-agent intelligent environment for medical knowledge
    Vicari, RM
    Flores, CD
    Silvestre, AM
    Seixas, LJ
    Ladeira, M
    Coelho, H
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE, 2003, 27 (03) : 335 - 366
  • [7] Towards a hybrid software architecture and multi-agent approach for autonomous robot software
    Yang, Shuo
    Mao, Xinjun
    Yang, Sen
    Liu, Zhe
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2017, 14 (04): : 1 - 15
  • [8] Agile Multi-Agent Model Architecture for Intelligent Intersection Traffic Simulation
    Gratzer, Alexander L.
    Schirrer, Alexander
    Jakubek, Stefan
    [J]. IFAC PAPERSONLINE, 2022, 55 (27): : 89 - 95
  • [9] Autonomous agents and multi-agent systems applied in healthcare
    Montagna, Sara
    Silva, Daniel Castro
    Abreu, Pedro Henriques
    Ito, Marcia
    Schumacher, Michael Ignaz
    Vargiu, Eloisa
    [J]. ARTIFICIAL INTELLIGENCE IN MEDICINE, 2019, 96 : 142 - 144
  • [10] A Multi-Agent Architecture for Knowledge Management System
    Zhang, Chuan
    Tang, Deyou
    Liu, Yanxia
    You, Jinguo
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 433 - 437