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日本启用人工智能进行金融市场监管

近日,日本外汇管理局(“JPX-R”)和东京证券交易所(“TSE”)宣布将人工智能(AI)应用于市场监督业务,以检测市场操纵等不当行为。

以TSE市场为例,AI监控系统会先挑选出可能涉及不公平交易的各种订单,然后由监督人员然后进行初步调查,分析这些订单周围的交易情况。根据这些初步调查,监督人员在进行详细调查并向证券交易监督委员会报告之前确定不公平交易的可能性。

据了解,日本方面本次采用的AI技术共有两种,分别是NEC集团的的“NEC Advanced Analytics - RAPID机器学习”和Hitachi公司的“Hitachi AI Technology / H”。

有关方面认为,应用AI技术能够提高监控速度,让监控人员专注于更详细的市场调查。尽管是否违规的最终决定还是由监控人员作出,但AI技术有望进一步提升调查的细致度和深度,改善市场监测职能,保护东京证券交易所市场的公平性和可信性。

日本交易所集团公司一直致力于通过积极利用人工智能以及其他新技术来提供更好的市场。

Japan Exchange Regulation ("JPX-R") and Tokyo Stock Exchange, Inc. ("TSE") decided to apply artificial intelligence (AI) to market surveillance operations to detect such misconduct as market manipulation. Deployment of AI to market surveillance operations will commence today.

In surveillance operations of the TSE market for monitoring and preventing unfair trading, a broad range of orders that are likely to involve unfair trading are first identified by surveillance systems based on certain criteria. Surveillance personnel then conduct preliminary investigations to analyze the trading situation surrounding such orders. Based on these preliminary investigations, surveillance personnel determine the possibility of unfair trading before conducting detailed investigations and report to the Securities Exchange Surveillance Commission.

JPX-R and TSE will be deploying two AI technologies: NEC Corporation’s "NEC Advanced Analytics - RAPID machine learning" and Hitachi, Ltd.’s "Hitachi AI Technology/H". These technologies have been supplied with a store of knowledge previously used in operations by surveillance personnel to evaluate irregularities in trade activity for preliminary investigations.

The deployed AI technology enables surveillance personnel to finish preliminary investigations more quickly and focus on detailed investigations. While the final decision on conducting such investigations will continue to be made by surveillance personnel, this initiative facilitates even more in-depth and detailed investigations and is expected to improve their market monitoring functions, thereby protecting the fairness and credibility of the TSE market.

Japan Exchange Group, Inc. remains committed to offering better markets by proactively utilizing AI alongside other new technologies.


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