A Method to Screen, Assess, and Prepare Open Data for Use

Author:

Krasikov Pavel1ORCID,Legner Christine1ORCID

Affiliation:

1. Faculty of Business and Economics (HEC), University of Lausanne, Switzerland

Abstract

Open data's value-creating capabilities and innovation potential are widely recognized, resulting in a notable increase in the number of published open data sources. A crucial challenge for companies intending to leverage open data is to identify suitable open datasets that support specific business scenarios and prepare these datasets for use. Researchers have developed several open data assessment techniques, but those are restricted in scope, do not consider the use context, and are not embedded in the complete set of activities required for open data consumption in enterprises. Therefore, our research aims to develop prescriptive knowledge in the form of a meaningful method to screen, assess, and prepare open data for use in an enterprise setting. Our findings complement existing open data assessment techniques by providing methodological guidance to prepare open data of uncertain quality for use in a value-adding and demand-oriented manner, enabled by knowledge graphs and linked data concepts. From an academic perspective, our research conceptualizes open data preparation as a purposeful and value-creating process.

Publisher

Association for Computing Machinery (ACM)

Subject

Information Systems and Management,Information Systems

Reference73 articles.

1. The process of open data publication and reuse

2. Rabeb Abida, Emna Hachicha Belghith, and Anthony Cleve. 2020. An end-to-end framework for integrating and publishing linked open government data. In Proceedings of the 29th International Conference on Enabling Technologies (WETICE’20). IEEE, 257–262. DOI:10.1109/WETICE49692.2020.00057

3. Riccardo Albertoni David Browning Simon Cox Alejandra Gonzalez Beltran Andrea Perego and Peter Winstanley. 2020. Data Catalog Vocabulary (DCAT). Retrieved from https://www.w3.org/TR/vocab-dcat/.

4. Daniel Andriessen. 2008. Combining design-based research and action research to test management solutions. In Towards Quality Improvement of Action Research: Developing Ethics and Standard. Brill, 125–134.

5. DBpedia: A Nucleus for a Web of Open Data

Cited by 1 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