Toward an Information Systems Ontology

被引：0

作者：

Mueller, Roland M. ^{[1
]}

Huettemann, Sebastian ^{[1
]}

Larsen, Kai R. ^{[2
]}

Yan, Sen ^{[2
]}

Handler, Abram ^{[2
]}

机构：

[1] Berlin Sch Econ & Law, Badensche Str 52, D-10825 Berlin, Germany

[2] Univ Colorado, Boulder, CO 80309 USA

来源：

TRANSDISCIPLINARY REACH OF DESIGN SCIENCE RESEARCH, DESRIST 2022 | 2022年 / 13229卷

关键词：

Ontology; Taxonomy; Information systems research; Information systems; Knowledge synthesis; Meta-analysis;

D O I：

10.1007/978-3-031-06516-3_5

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We introduce the Information Systems Ontology (ISO), a newontology for the Information Systems (IS) discipline designed to enable automated knowledge synthesis and meta-analysis of research findings in IS. We constructed ISO in a methodical manner, following known best practices for ontology construction. We also conducted a series of ontology refinement steps in which we compared and extended ISO by extracting and examining both overlapping and missing key phrases from scientific articles and existing classification schemas. To evaluate ISO, we extracted author-defined keywords from more than 7,000 articles of the senior scholars' basket of journals and measured terminological coverage. In one experiment, we found that our ontology included 3.6 times more author-defined keywords than an established classification schema for IS. In the future, we plan to use ISO to automatically annotate important IS terms and concepts in IS articles to help synthesize and analyze knowledge in IS.

引用

页码：55 / 67

页数：13

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