Knowledge is Power: Provide your IT-Support with Domain-Specific High-Quality Solution Material
Journal
International Conference on Design Science Research in Information Systems and Technology (DESRIST)
Type
conference paper
Date Issued
2021
Author(s)
Research Team
IWI6
Abstract
As more and more business processes are based on IT services the high availability of these processes is dependent on the IT-Support. Thus, making the IT-Support a critical success factor of companies. This paper presents how this department can be supported by providing the staff with domain-specific and high-quality solution material to help employees faster when errors occur. The solution material is based on previously solved tickets because these contain precise domain-specific solutions narrowed down to e.g., specific versions and configurations of hard-/software used in the company. To retrieve the solution material ontologies are used that contain the domain-specific vocabulary needed. Because not all previously solved tickets contain high-quality solution material that helps the staff to fix issues the designed IT-Support system separates lowfrom high-quality solution material. This paper presents (a) theory- and practicalmotivated design requirements that describe the need for automatically retrieved solution material, (b) develops two major design principles to retrieve domainspecific and high-quality solution material, and (c) evaluates the instantiations of them as a prototype with organic real-world data. The results show that previously solved tickets of a company can be pre-processed and retrieved to ITSupport staff based on their current queries.
Language
English
Keywords
design science_research
DSR
design knowledge
IT-Support
highquality retrieval
domain-specific retrieval
Artificial Intelligence
AI
ontology
HSG Classification
contribution to scientific community
Publisher
Springer
Event Title
International Conference on Design Science Research in Information Systems and Technology (DESRIST)
Event Location
Kristiansand, Norway
Event Date
4-8 Aug 2021
Subject(s)
Division(s)
Eprints ID
263193
File(s)
Loading...
open.access
Name
JML_855.pdf
Size
545.41 KB
Format
Adobe PDF
Checksum (MD5)
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