The Integration of Machine and Human Knowledge by Fuzzy Logic for the Prediction of Stock Price Index

机译：机器和人类知识的模糊逻辑集成预测股票价格指数

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Integration of machine and human knowledge is more effective rather than a single kind of knowledge in solving unstructured problems. This paper proposes the knowledge integration of machine and human knowledge to achieve a better reasoning performance in the stock price index prediction problem. Causal model and the evaluation by experts generate the machine and human knowledge about the stock price index of next month, respectively. The machine and human knowledge are integrated by fuzzy logic-driven framework to generate the integrated knowledge. The conflicts among the integrated knowledge are solved by fuzzy rule base. The experimental results show that the proposed knowledge integration significantly improves the reasoning performance.

机译：在解决非结构化问题中，机器知识和人类知识的集成比单种知识更有效。本文提出了机器知识与人类知识的融合，以在股票价格指数预测问题中实现更好的推理性能。因果模型和专家评估分别产生了有关下个月股价指数的机器和人类知识。机器知识和人类知识通过模糊逻辑驱动的框架集成在一起，生成集成的知识。通过模糊规则库解决了集成知识之间的矛盾。实验结果表明，所提出的知识整合显着提高了推理性能。

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《PRICAI'98 : Topics in artificial intelligence》|1998年|260-271|共12页
会议地点 Singapore(SG);Singapore(SG)
作者
Myoung-Jong Kim; Ingoo Han; Kunchang Lee;
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Graduate School of Management, Korea Advanced Institute of Science Technology, P.O.Box 201, Cheongryang, Seoul, 130-650, Korea;

Graduate School of Management, Korea Advanced Institute of Science Technology, P.O.Box 201, Cheongryang, Seoul, 130-650, Korea;

School of Business Administration, Sung Kyun Kwan University, Seoul 110-745, Korea;

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正文语种 eng
中图分类自动化系统理论;
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2. Prediction of Future Stock Close Price using Proposed Hybrid ANN Model of Functional Link Fuzzy Logic Neural Model (FLFNM) [J] . Kumaran Kumar. J, Kailas A IAES International Journal of Artificial Intelligence . 2012,第1期

机译：使用功能链接模糊逻辑神经模型（FLFNM）的拟议混合神经网络模型预测期货收盘价
3. Lotfi Zadeh, inventor of fuzzy logic, wins the BBVA Foundation Frontiers of Knowledge Award for enabling computers and machines to behave and decide like human beings [J] . Robotics and Machine Learning . 2013,第4期

机译：模糊逻辑的发明者Lotfi Zadeh凭借使计算机和机器能够像人类一样行为和决策而赢得了BBVA Foundation of Knowledge知识奖。
4. The Integration of Machine and Human Knowledge by Fuzzy Logic for the Prediction of Stock Price Index [C] . Pacific rim international conference on artificial intelligence . 1998

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5. Stock Price Prediction using Adaptive Time Series Forecasting and Machine Learning Algorithms [D] . Chen, Lumeng. 2020

机译：股票价格预测采用自适应时间序列预测和机器学习算法
6. Fuzzy Decision-Making Fuser (FDMF) for Integrating Human-Machine Autonomous (HMA) Systems with Adaptive Evidence Sources [O] . Yu-Ting Liu, Nikhil R. Pal, Amar R. Marathe, 2017

机译：人机自治（HMA）系统与自适应证据源集成的模糊决策融合器（FDMF）
7. An Application of Artificial Neural Networks and Fuzzy Logic on the Stock Price Prediction Problem [O] . Thanh Tung Khuat, My Hanh Le 2017

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8. Using fuzzy logic to integrate neural networks and knowledge-based systems [R] . Yen, John 1991

机译：使用模糊逻辑来集成神经网络和基于知识的系统

The Integration of Machine and Human Knowledge by Fuzzy Logic for the Prediction of Stock Price Index

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