Cloud-Based Intelligent Accounting Applications: Accounting Task Automation Using IBM Watson Cognitive Computing

Author:

Marshall Thomas Edward1,Lambert Sherwood Lane2

Affiliation:

1. University of New Orleans

2. University of West Florida

Abstract

ABSTRACT This paper presents a cognitive computing model, based on artificial intelligence (AI) technologies, supporting task automation in the accounting industry. Drivers and consequences of task automation, globally and in accounting, are reviewed. A framework supporting cognitive task automation is discussed. The paper recognizes essential differences between cognitive computing and data analytics. Cognitive computing technologies that support task automation are incorporated into a model delivering federated knowledge. The impact of task automation on accounting job roles and the resulting creation of new accounting job roles supporting innovation are presented. The paper develops a hypothetical use case of building a cloud-based intelligent accounting application design, defined as cognitive services, using machine learning based on AI. The paper concludes by recognizing the significance of future research into task automation in accounting and suggests the federated knowledge model as a framework for future research into the process of digital transformation based on cognitive computing.

Publisher

American Accounting Association

Subject

Computer Science Applications,Accounting

Reference44 articles.

1. The growth of low-skill service jobs and the polarization of the U.S. labor market;Autor;The American Economic Review,2013

2. Auditors' levels of dispositional need for closure and effects on hypothesis generation and confidence;Bailey;Behavioral Research in Accounting,2011

3. Brynjolfsson, E. 2016. How IoT Changes Decision Making, Security and Public Policy. Available at: http://mitsloanexperts.mit.edu/how-iot-changes-decision-making-security-and-public-policy/

4. Brynjolfsson, E., and A. McAfee. 2011. Race against the Machine: How the Digital Revolution Is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy. Lexington, MA: Digital Frontier Press.

5. Cellan-Jones, R. 2017. Google DeepMind: AI Becomes More Alien. Available at: http://www.bbc.com/news/technology-41668701

Cited by 62 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3