摘要翻译:
我们研究客户-顾问环境中的信息概念。通过一个软件模拟器,我们考察了咨询师向客户提供信息灵通的建议或仅仅是看起来信息灵通的建议的回报程度。后一种策略是有益的,因为它花费较少的资源来保持最新,但如果客户发现顾问的信息水平低,则有声誉下降的风险。我们的实验结果表明,在不同的情况下,不同的策略给咨询师带来了最优的结果(净利润)。
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英文标题:
《Assessing the Impact of Informedness on a Consultant's Profit》
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作者:
Eugen Staab and Martin Caminada
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最新提交年份:
2009
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分类信息:
一级分类:Computer Science 计算机科学
二级分类:Artificial Intelligence 人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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英文摘要:
We study the notion of informedness in a client-consultant setting. Using a software simulator, we examine the extent to which it pays off for consultants to provide their clients with advice that is well-informed, or with advice that is merely meant to appear to be well-informed. The latter strategy is beneficial in that it costs less resources to keep up-to-date, but carries the risk of a decreased reputation if the clients discover the low level of informedness of the consultant. Our experimental results indicate that under different circumstances, different strategies yield the optimal results (net profit) for the consultants.
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PDF链接:
https://arxiv.org/pdf/0909.0901