IBM Scenario Planning Advisor: Plan recognition as AI planning in practice

Sohrabi Shirin; Katz Michael; Hassanzadeh Oktie; Udrea Octavian; Feblowitz Mark D.; Riabov Anton

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IBM Scenario Planning Advisor: Plan recognition as AI planning in practice

机译：IBM情景规划顾问：计划认可作为AI规划在实践中

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We present the IBM Research Scenario Planning Advisor (SPA), a decision support system that allows users to generate diverse alternate scenarios of the future and enhance their ability to imagine the different possible outcomes, including unlikely but potentially impactful futures. Our system, takes as input the relevant information from news and social media, representing key risk drivers, as well as the domain knowledge and generates scenarios that explain the key risk drivers and describe the alternative futures. To this end, we provide a characterization of the problem, knowledge engineering methodology, and transformation to AI planning. Furthermore, we describe the computation of the scenarios, lessons learned, and the feedback received from the pilot deployment of the SPA system in IBM.

机译：我们介绍了IBM研究方案规划顾问（SPA），一个决策支持系统，允许用户生成未来的各种替代方案，并提高他们想象不同可能结果的能力，包括不太可能但潜在的因素的期货。我们的系统，作为输入新闻和社交媒体的相关信息，代表关键风险驱动程序，以及域知识，并生成解释关键风险驱动程序并描述替代期货的方案。为此，我们提供了对AI规划的问题，知识工程方法和转型的表征。此外，我们描述了对IBM中SPA系统的试验部署中获得的场景，经验教训的计算。

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来源
《AI communications》 |2019年第1期|1-13|共13页
作者
Sohrabi Shirin; Katz Michael; Hassanzadeh Oktie; Udrea Octavian; Feblowitz Mark D.; Riabov Anton;
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作者单位

IBM Res 1101 Kitchaawan Rd Yorktown Hts NY 10598 USA;

IBM Res 1101 Kitchaawan Rd Yorktown Hts NY 10598 USA;

IBM Res 1101 Kitchaawan Rd Yorktown Hts NY 10598 USA;

IBM Res 1101 Kitchaawan Rd Yorktown Hts NY 10598 USA;

IBM Res 1101 Kitchaawan Rd Yorktown Hts NY 10598 USA;

Logitech Inc 7700 Gateway Blvd Newark CA 94560 USA;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
AI planning; scenario planning; risk management; plan recognition;

机译：AI规划;情景规划;风险管理;计划认可;

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IBM Scenario Planning Advisor: Plan recognition as AI planning in practice

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