大数据和知识管理在会计和审计中的应用:以沃森为例

Daniel E. O'Leary
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引用次数: 11

摘要

本文的目的是在所谓的认知系统的背景下研究大数据和知识管理,特别关注IBM的沃森作为一个案例来说明一种新兴的知识管理形式,以及企业如何分析大数据以从数据中产生知识。该分析包括许多应用程序,这些应用程序是为解决许多会计和审计问题而开发的。特别是,本文分析了沃森是如何被引入商业环境的,以及如何在会计、审计和金融中使用或建议使用。
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Big Data and Knowledge Management with Applications in Accounting and Auditing: The Case of Watson
The purpose of this paper is to investigate big data and knowledge management in the context of so-called cognitive systems, with a particular focus on IBM’s Watson as a case to illustrate both an emerging form of knowledge management and how firms are analyzing big data to generate knowledge from data. This analysis includes a number of applications that have been developed to address a number of accounting and auditing problems. In particular, this paper analyzes how Watson has been brought into business settings and used or proposed for use in accounting, auditing and finance.
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