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ENSURING VERACITY OF INPUT CORPUS FOR EFFECTIVE ARTIFICIAL INTELLIGENCE APPLICATIONS: VERACITY INDEX

机译:为有效的人工智能应用确保输入语料库的准确性:准确性指标

摘要

Artificially Intelligent systems are able to draw inferences and conclusions by analyzing information in natural language and then using such information to prove or disprove hypotheses. The quality of such inferences is directly dependent on the accuracy of the input data corpus. Given the proliferation of the Internet as well as the dubious data sources on social media, it is important to determine the truthfulness of the input information. Combining concepts of library classification, crowd-sourced curation and Google Scholar search, we propose the concept of the Veracity Index and an algorithm to calculate it. This index can be used in Artificial Systems to determine the confidence measurement of the inferences.
机译:人工智能系统能够通过以自然语言分析信息,然后使用此类信息来证明或反驳假设,从而得出推论和结论。这种推论的质量直接取决于输入数据语料库的准确性。鉴于Internet的普及以及社交媒体上可疑的数据源的普及,确定输入信息的真实性很重要。结合图书馆分类,众包策展和Google Scholar搜索的概念,我们提出了准确性指数的概念以及一种计算它的算法。该指数可以在人工系统中用于确定推断的置信度。

著录项

  • 公开/公告号US2019057322A1

    专利类型

  • 公开/公告日2019-02-21

    原文格式PDF

  • 申请/专利权人 NIHARIKA SEAL DESIRAJU;

    申请/专利号US201816107583

  • 发明设计人 NIHARIKA SEAL DESIRAJU;

    申请日2018-08-21

  • 分类号G06N99;G06N7/02;

  • 国家 US

  • 入库时间 2022-08-21 12:06:35

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