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
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
收藏
页码:55 / 67
页数:13
相关论文
共 50 条
  • [41] TOWARD INTELLIGENT MANAGEMENT INFORMATION SYSTEMS
    ZANNETOS, ZS
    IMR-INDUSTRIAL MANAGEMENT REVIEW, 1968, 9 (03): : 21 - 38
  • [42] Toward Data-Driven Safety: An Ontology-Based Information System
    Ledvinka, Martin
    Lalis, Andrej
    Kremen, Petr
    JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2019, 16 (01): : 22 - 36
  • [43] Toward an Ontology of SE
    Ring, Jack
    Insight, 2002, 5 (01) : 19 - 22
  • [44] TOWARD AN ONTOLOGY OF RELATIVISM
    TAYLOR, MC
    JOURNAL OF THE AMERICAN ACADEMY OF RELIGION, 1978, 46 (01) : 41 - 61
  • [45] A Role of Ontology in Information Systems for Support of Scientific and Production Activity
    Zagorulko, Yury
    Zagorulko, Galina
    NEW TRENDS IN SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2009, 199 : 413 - 427
  • [46] Semantic granularity in ontology-driven geographic information systems
    Fonseca, F
    Egenhofer, M
    Davis, C
    Câmara, G
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2002, 36 (1-2) : 121 - 151
  • [47] An integrated information platform for intelligent transportation systems based on ontology
    Zhai, Jun
    Zhou, Zhou
    Shi, Zhiman
    Shen, Lixin
    IFIP Advances in Information and Communication Technology, 2007, 254 : 787 - 796
  • [48] Using ontology and XML for semantic integration of electricity information systems
    Zhai, Jun
    Li, Jianfeng
    Wang, Qinglian
    2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 2197 - 2201
  • [49] An ontology-based approach to information systems security management
    Tsoumas, B
    Dritsas, S
    Gritzalis, D
    COMPUTER NETWORK SECURITY, PROCEEDINGS, 2005, 3685 : 151 - 164
  • [50] An Ontology-Based Reuse Approach for Information Systems Engineering
    Ramadour, Philippe
    Cauvet, Corine
    SITIS 2008: 4TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY AND INTERNET BASED SYSTEMS, PROCEEDINGS, 2008, : 572 - 579