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A decision model for blockchain applicability into knowledge-based conversation system
journal contribution
posted on 2023-05-21, 10:38 authored by Wenli YangWenli Yang, Saurabh GargSaurabh Garg, Zhiqiang Huang, Byeong KangByeong KangConversation 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.
History
Publication title
Knowledge-Based SystemsVolume
220Article number
106791Number
106791Pagination
1-13ISSN
0950-7051Department/School
School of Information and Communication TechnologyPublisher
Elsevier Science BvPlace of publication
Po Box 211, Amsterdam, Netherlands, 1000 AeRights statement
Copyright 2021 Elsevier B.V.Repository Status
- Restricted