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Title:
SERVER AND METHOD FOR EXECUTING ORDERS FOR SECURITIES TRANSACTION
Document Type and Number:
WIPO Patent Application WO/2021/020639
Kind Code:
A1
Abstract:
A server for executing orders for a securities transaction can comprise: a data collection unit for collecting transaction data for at least one item; an auxiliary prediction value generation unit for generating an auxiliary prediction value by inputting transaction data into a pre-trained first deep-learning model based on supervised learning; an order execution strategy derivation unit for deriving an order execution strategy for the at least one item in the current cycle by using a pre-trained second deep-learning model based on reinforcement learning on the basis of the transaction data and the auxiliary prediction value; and an order execution instruction unit for instructing the execution of an order for the at least one item in the current cycle by using order information including the order execution strategy.

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Inventors:
KIM SEONG MIN (KR)
CHO TAE HEE (KR)
MOON HYO JUN (KR)
Application Number:
PCT/KR2019/011603
Publication Date:
February 04, 2021
Filing Date:
September 09, 2019
Export Citation:
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Assignee:
QRAFT TECH INC (KR)
International Classes:
G06Q40/04; G06N3/04; G06N3/08; G06Q40/06
Foreign References:
KR20170142783A2017-12-28
KR20180119276A2018-11-02
Other References:
ANONYMOUS: "Algorithm trading which a developer says", BIZ.KHAN.CO.KR, 27 July 2019 (2019-07-27), pages 1 - 6, XP055789805, Retrieved from the Internet
ANONYMOUS: "Machine learning skills to learn through rewards", CREATIVE AND SMART! LG CNS, 13 April 2020 (2020-04-13), pages 1 - 13, XP055789260, Retrieved from the Internet
ANONYMOUS: "How Google Alphago Won the Go Game (Baduk)", 17 February 2016 (2016-02-17), pages 1 - 8, XP055789275, Retrieved from the Internet [retrieved on 20200413]
Attorney, Agent or Firm:
MAPS INTELLECTUAL PROPERTY LAW FIRM (KR)
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