Trust Learning and Estimation

Gehao Lu, Joan Lu

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Predict uncertainty is critic in decision making process, especially for the complex systems. This chapter aims to discuss the theory involved in Self-Organizing Map (SOM) and its learning process, SOM based Trust Learning Algorithm (STL), SOM based Trust Estimation Algorithm (STL) as well as features of generated trust patterns. Several patterns are discussed within context. Both algorithms and how they are processed have been described in detail. It is found that SOM based Trust Estimation algorithm is the core algorithm that help agent make trustworthy or untrustworthy decisions.

LanguageEnglish
Title of host publicationExamining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts
EditorsJoan Lu, Qiang Xu
PublisherIGI Global
Pages317-330
Number of pages14
ISBN (Electronic)9781522518853
ISBN (Print)1522518843, 9781522518846
DOIs
Publication statusPublished - 10 Feb 2017

Fingerprint

Self organizing maps
Learning algorithms
Large scale systems
Decision making
Self-organizing map

Cite this

Lu, G., & Lu, J. (2017). Trust Learning and Estimation. In J. Lu, & Q. Xu (Eds.), Examining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts (pp. 317-330). IGI Global. https://doi.org/10.4018/978-1-5225-1884-6.ch018
Lu, Gehao ; Lu, Joan. / Trust Learning and Estimation. Examining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts. editor / Joan Lu ; Qiang Xu. IGI Global, 2017. pp. 317-330
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Lu, G & Lu, J 2017, Trust Learning and Estimation. in J Lu & Q Xu (eds), Examining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts. IGI Global, pp. 317-330. https://doi.org/10.4018/978-1-5225-1884-6.ch018

Trust Learning and Estimation. / Lu, Gehao; Lu, Joan.

Examining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts. ed. / Joan Lu; Qiang Xu. IGI Global, 2017. p. 317-330.

Research output: Chapter in Book/Report/Conference proceedingChapter

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Lu G, Lu J. Trust Learning and Estimation. In Lu J, Xu Q, editors, Examining Information Retrieval and Image Processing Paradigms in Multidisciplinary Contexts. IGI Global. 2017. p. 317-330 https://doi.org/10.4018/978-1-5225-1884-6.ch018