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文章基本信息

  • 标题:Information Quality Assurance by Lazy Exploration of Information Source Combinations Space in Open Multi-Agent Systems
  • 作者:Jisun Park ; K. Suzanne Barber
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2005
  • 卷号:11
  • 期号:1
  • 页码:193-209
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:Information quality assurance under the existence of uncertainty can be investigated in the context of soft security, where an agent maintains trustworthiness evaluations of its information sources to assist in the evaluation of incoming information quality from those sources. Since dependency inherently exists in a system where agents do not have self-sufficient sensing or data collection capabilities, finding an appropriate set of information sources is important for assuring the quality of information and for increasing the agent's goal achievement. This research proposes an approach for selecting information sources as partners. In order to increase the efficiency and the accuracy, we use trustworthiness, information cost and goal coverage as the metrics for information valuation while adopting a lazy exploration of information sources combination space. Experimental results show that the proposed approach increases the efficiency and results in quality information acquisition.
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