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Title: Performance evaluation of enterprise blockchain financial sharing centre based on deep learning

Authors: Weishuang Xu; Yun Liu

Addresses: School of Accountancy, Shandong Youth University of Political Science, Jinan, 250103, Shandong, China ' School of Accountancy, Shandong Youth University of Political Science, Jinan, 250103, Shandong, China

Abstract: A financial shared service centre is an emerging management model widely adopted by multinational enterprises. It improves financial efficiency, reduces resource consumption, and optimises allocation. Traditional models face issues like low efficiency and high costs. Assessing its operational benefits is crucial for long-term growth. This study uses a fuzzy comprehensive evaluation method and finds that 39% of internal processes achieve core process uniformity, indicating a mature establishment. Other companies can use this performance system as a reference when building their own financial shared service centres.

Keywords: financial sharing; deep learning; blockchain technology; performance evaluation; resource optimisation; operational efficiency; fuzzy comprehensive method; multinational enterprises; shared service centre.

DOI: 10.1504/IJDS.2025.151180

International Journal of Data Science, 2025 Vol.10 No.7, pp.53 - 72

Received: 24 Dec 2024
Accepted: 25 Apr 2025
Published online: 16 Jan 2026 *