Research on the application status and path of big data technology in asset evaluation
Qianyi Li
Liaoning University of International Business and Economics
DOI: https://doi.org/10.59429/bam.v8i1.13633
Keywords: big data technology; asset valuation; application status
Abstract
Under the wave of digital economy, the market-oriented allocation of data elements continues to advance, and asset evaluation, as an important support for the operation of the market economy, is facing a critical node in digital transformation. The traditional asset valuation model relies on limited samples and manual analysis, and has shortcomings such as prominent data barriers, long evaluation cycles, and subjective intervention risks. It is difficult to meet the current diversified, refined, and dynamic valuation needs, and the industry urgently needs to improve quality and efficiency. Big data technology, with its advantages of massive data processing and deep mining analysis, provides a new path for solving industry pain points and reconstructing evaluation systems. At present, although big data has made initial progress in the field of asset valuation, it still faces practical problems such as data compliance, technological adaptation, and talent shortage, and the systematic application path is not yet perfect. Based on this, this article is based on the actual situation of the industry, analyzes the current application status of big data technology, delves into existing bottlenecks, and explores scientifically feasible implementation paths, aiming to promote the digital upgrading of the asset appraisal industry, enhance the credibility and service efficiency of appraisal.
References
[1] Wu Yao. Tan Dongli. Valuation of Data Assets Based on Big Data Collaborative Asset Theory [J]. Business Observation, 2025, 11 (26): 37-43+47.
[2] Lv Ruyi. Research on Data Asset Evaluation and Disclosure: Opportunities and Response Strategies in the Digital Economy Era [J]. Business Observer, 2025, 11 (20): 70-73+77.
[3] Li Zhaoxiang, Mou Sirong, Wang Haozhong. Exploration of Enterprise Data Asset Evaluation and Value realization Path [J]. International Public Relations, 2025, (11): 157-159.
[4] Li Penghui, Wang Kai. Research on Risk Control of Data Asset Evaluation in Commercial Banks [J]. Henan Journal of Finance and Economics, 2025, 39 (03): 16-19.