华南理工大学学报(自然科学版) ›› 2007, Vol. 35 ›› Issue (9): 65-69,84.

• 计算机科学与技术 • 上一篇    下一篇

扩展主观逻辑的粗化与细化

苏锦钿 郭荷清 高英   

  1. 华南理工大学 计算机科学与工程学院,广东 广州 510640
  • 收稿日期:2005-12-12 出版日期:2007-09-25 发布日期:2007-09-25
  • 通信作者: 苏锦钿(1980-),男,博士,讲师,主要从事软件工程、Web 服务安全、信任模型和不确定性推理方面的研究。 E-mail:brisk_su@hotmail. com
  • 作者简介:苏锦钿(1980-),男,博士,讲师,主要从事软件工程、Web 服务安全、信任模型和不确定性推理方面的研究。
  • 基金资助:

    国家"973 "高科技研究发展计划项目( G20000263 )

Coarsening and Refining of Extended Subjective Logic

Su Jin-dian  Guo He-qing  Gao Ying   

  1. School of Computer Science and Engineering , South China Univ. of Tech. , Guangzhou 510640 , Guangdong , China
  • Received:2005-12-12 Online:2007-09-25 Published:2007-09-25
  • Contact: 苏锦钿(1980-),男,博士,讲师,主要从事软件工程、Web 服务安全、信任模型和不确定性推理方面的研究。 E-mail:brisk_su@hotmail. com
  • About author:苏锦钿(1980-),男,博士,讲师,主要从事软件工程、Web 服务安全、信任模型和不确定性推理方面的研究。
  • Supported by:

    国家"973 "高科技研究发展计划项目( G20000263 )

摘要: 为了提高主观逻辑的扩展性和灵活性,文中结合证据理论及信任结构,提出了基于三项事件的扩展主观逻辑.通过重新定义观念空间与事实空间之间的映射关系,给出扩展主观逻辑的粗化和细化映射及相应的计算规则,扩展主观逻辑能够根据实际环境的需要提供不同详细程度的识别框架,并利用粗化和细化映射在扩展主观逻辑上统一对信任函数进行结合,而结果可重新映射回原识别框架.实例及分析表明,利用扩展主观逻辑可以解决不同识别框架之间信任信息的融合问题.

关键词: 主观逻辑, 信任结构, 证据理论, 粗化, 细化

Abstract:

In order to improve the extensibility and flexibility of the subjective logic , an extended subjective logic is proposed based on the temary events incorporating the evidence theory and the belief structure. By redefining the mapping relationship between the opinion space and the evidence space and by presenting the coarsening and refining mappings as well as the computation rules , the extended subjective logic can offer discemment frames with different details according to the practical requirements of the environment , and can combine the belief functions via the coarsening and refining mappings. The results of combination can also map back to the original discemment frame. Experimental and analytical results show that the proposed extended subjective logic can solve the problem of trust information fusion between different discemment frames.

Key words: subjective logic, belief structure, evidence theory coarsening, refinement