Towards a semi-automated approach for systematic literature reviews
Denzler T, Enders M, Akello P (2021)
Publication Type: Conference contribution
Publication year: 2021
Publisher: ASSOC INFORMATION SYSTEMS
City/Town: ATLANTA
Conference Proceedings Title: 27th Annual Americas Conference on Information Systems, AMCIS 2021
Event location: Virtual, Online
ISBN: 9781733632584
Abstract
Given the growing output of scientific literature, researchers are faced with a daunting challenge when it comes to performing systematic literature reviews. Hence, the use of Information Systems to achieve operational excellence has gained increasing importance in systematic literature reviews. However, existing solutions to support systematic literature reviews are often restrained to a single aspect of the process or lack interoperability. As such, researchers may not be able to efficiently leverage recent promising advancements in Machine Learning and Text Analytics. Therefore, we developed a flexible and modifiable artifact that aims to support systematic literature review processes from a holistic point of view. We expect our artifact to be a first step towards semi-automation of systematic literature reviews, which will gain relevance in the near future, as the trend of rising scientific literature output is expected to continue. Our development process follows a Design Science Research approach including continuous evaluation.
Authors with CRIS profile
Tim Denzler
Lehrstuhl für Wirtschaftsinformatik, insbesondere Technische Informationssysteme
Martin Enders
Lehrstuhl für Wirtschaftsinformatik, insbesondere IT-Management
Involved external institutions
United States (USA) (US)How to cite
APA:
Denzler, T., Enders, M., & Akello, P. (2021). Towards a semi-automated approach for systematic literature reviews. In 27th Annual Americas Conference on Information Systems, AMCIS 2021. Virtual, Online: ATLANTA: ASSOC INFORMATION SYSTEMS.
MLA:
Denzler, Tim, Martin Enders, and Patricia Akello. "Towards a semi-automated approach for systematic literature reviews." Proceedings of the 27th Annual Americas Conference on Information Systems (AMCIS), Virtual, Online ATLANTA: ASSOC INFORMATION SYSTEMS, 2021.
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