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A decision model for blockchain applicability into knowledge-based conversation system

Citation

Yang, W and Garg, SK and Huang, Z and Kang, B, A decision model for blockchain applicability into knowledge-based conversation system, Knowledge-Based Systems, 220 Article 106791. ISSN 0950-7051 (2021) [Refereed Article]


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DOI: doi:10.1016/j.knosys.2021.106791

Abstract

Conversation systems usually suffer from the challenge of knowledge management from multiple human experts. The current mechanism used in knowledge-based conversation system is always based on centralized servers, which may be problematic in terms of transparency and security. Blockchain solutions are currently being proposed improve the security and efficiency in different domains. However, there are various blockchain platforms with different characteristics, and conversation system implemented using blockchain platform is not in place yet. In this paper, we clearly identified the requirement analysis of knowledge-based conversation system and present a decision model for identify the best fitting blockchain platform for knowledge-based conversation system. In the proposed method, multiple measurements including Analytical Hierarchy Process (AHP), Fuzzy analytical hierarchy process (FAHP), and Fuzzy Technique for Order Preference by Similarity to Ideal Solution (FTOPSIS) are utilized to analyze and create consistent result together, which can be used for the selection of blockchain platforms and improve the efficiency of the decision-making process.

Item Details

Item Type:Refereed Article
Keywords:Blockchain platform, conversation system, knowledge-based, decision model, multiple measurements
Research Division:Information and Computing Sciences
Research Group:Artificial intelligence
Research Field:Knowledge representation and reasoning
Objective Division:Information and Communication Services
Objective Group:Information systems, technologies and services
Objective Field:Information systems, technologies and services not elsewhere classified
UTAS Author:Yang, W (Dr Wenli Yang)
UTAS Author:Garg, SK (Dr Saurabh Garg)
UTAS Author:Huang, Z (Mr Zhiqiang Huang)
UTAS Author:Kang, B (Professor Byeong Kang)
ID Code:151722
Year Published:2021
Web of Science® Times Cited:4
Deposited By:Information and Communication Technology
Deposited On:2022-08-03
Last Modified:2022-08-03
Downloads:0

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