Agent framework for intelligent data processing

被引：0
|
作者：
Ramachandran, R [1 ]
Graves, S [1 ]
Movva, S [1 ]
Li, X [1 ]
机构：
[1] Univ Alabama, Informat Technol & Syst Ctr, Huntsville, AL 35899 USA
来源：
IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET | 2004年
关键词：
D O I：
暂无
中图分类号：
P [天文学、地球科学];
学科分类号：
07 ;
摘要：
Data preparation is an important part of the mining process. This paper describes MIDAS, an agent framework for intelligent data processing. The objective framework is to provide end users automated data processing services such as subsetting and data format translation by coupling Earth Science Markup Language (ESML) interchange technology and ontologies. These ontology driven agents guide the user through the process of data processing and are able to make decisions for them based on their output requirements. This paper describes the design approach used to extend the ESML schema to incorporate semantics using ontologies. It explains the overall architecture including the infrastructure layer, organization and the agent design used in this framework. The subset of performatives derived from the Knowledge Query and Manipulation Language (KQML) used by the agents to interact will also be described.
引用
收藏
页码：164 / 167
页数：4
相关论文
共 50 条
  • [11] An agent-based framework for intelligent geocoding
    Hutchinson, Matthew J.
    Veenendaal, Bert
    APPLIED GEOMATICS, 2013, 5 (01) : 33 - 44
  • [12] Utilization of intelligent agent framework for Internet marketing
    Muthaly, SK
    Sinnappan, S
    William, MA
    2001 AMA WINTER EDUCATORS' CONFERENCE - MARKETING THEORY AND APPLICATIONS, 2001, 12 : 90 - 96
  • [13] Intelligent big data processing
    Hsu, Ching-Hsien
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING AND ESCIENCE, 2014, 36 : 16 - 18
  • [14] Distributed data mining from heterogeneous healthcare data repositories: Towards an intelligent agent-based framework
    Zaidi, SZH
    Abidi, SSR
    Manickam, S
    PROCEEDINGS OF THE 15TH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, 2002, : 339 - 342
  • [15] Intelligent Agent for Roadway Data Analysis
    Gonzalez-Moro, Gonzalo
    Villarrubia, Gabriel
    Zanardini, Damiano
    Bajo, Javier
    NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS AND ARTIFICIAL INTELLIGENCE: THE DITTET COLLECTION, 2022, 1410 : 88 - 97
  • [16] An intelligent mobile agent framework for distributed network management
    Ku, HS
    Luderer, GWR
    Subbiah, B
    GLOBECOM 97 - IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, CONFERENCE RECORD, VOLS 1-3, 1997, : 160 - 164
  • [17] An Intelligent Agent Framework to Manage Web Services Security
    Balachandran, Bala M.
    Sharma, Dharmendra
    Peiris, Chris
    INTELLIGENT DECISION TECHNOLOGIES (IDT'2012), VOL 1, 2012, 15 : 367 - 373
  • [18] A Framework for Agent-Based Modeling of Intelligent Goods
    Jevinger, Ase
    Davidsson, Paul
    Persson, Jan A.
    AGENTS IN PRINCIPLE, AGENTS IN PRACTICE, 2011, 7047 : 97 - 112
  • [19] The Framework of Multi Intelligent Agent based on Collaborative Design
    Zhang, Peijun
    Li, Xiaoxia
    2009 INTERNATIONAL CONFERENCE ON FUTURE BIOMEDICAL INFORMATION ENGINEERING (FBIE 2009), 2009, : 513 - +
  • [20] A distributed multi-agent framework for intelligent environments
    Hannon, C
    Burnell, L
    8TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: COMPUTING TECHNIQUES, 2004, : 39 - 44
12345