[HTML][HTML] Ticket automation: An insight into current research with applications to multi-level classification scenarios

A Zangari, M Marcuzzo, M Schiavinato… - Expert Systems with …, 2023 - Elsevier
Modern service providers often have to deal with large amounts of customer requests, which
they need to act upon in a swift and effective manner to ensure adequate support is …

An overview of data-driven techniques for IT-service-management

P Kubiak, S Rass - IEEE Access, 2018 - ieeexplore.ieee.org
High availability of information technology (IT)-applications and-infrastructure components is
a significant factor for the success of organizations because more and more business …

Automatically and adaptively identifying severe alerts for online service systems

N Zhao, P Jin, L Wang, X Yang, R Liu… - … -IEEE Conference on …, 2020 - ieeexplore.ieee.org
In large-scale online service system, to enhance the quality of services, engineers need to
collect various monitoring data and write many rules to trigger alerts. However, the number …

Fighting the fog of war: Automated incident detection for cloud systems

L Li, X Zhang, X Zhao, H Zhang, Y Kang… - 2021 USENIX Annual …, 2021 - usenix.org
Incidents and outages dramatically degrade the availability of large-scale cloud computing
systems such as AWS, Azure, and GCP. In current incident response practice, each team …

A multiapproach generalized framework for automated solution suggestion of support tickets

SS Ali Zaidi, MM Fraz, M Shahzad… - International Journal of …, 2022 - Wiley Online Library
Nowadays, customer support systems are one of the key factors in maintaining any big
company's reputation and success. These systems are capable of handling a large number …

Machine learning in incident categorization automation

S Silva, R Pereira, R Ribeiro - 2018 13th Iberian Conference on …, 2018 - ieeexplore.ieee.org
IT incident management process requires a correct categorization to attribute incident tickets
to the right resolution group and obtain an operational system as quickly as possible, having …

Combining deep ensemble learning and explanation for intelligent ticket management

P Zicari, G Folino, M Guarascio, L Pontieri - Expert Systems with …, 2022 - Elsevier
Abstract Intelligent Ticket Management Systems, equipped with automated ticket
classification tools, are an advanced solution for handling customer-support activities. Some …

A multi-level approach for hierarchical Ticket Classification

M Marcuzzo, A Zangari, M Schiavinato… - Proceedings of the …, 2022 - iris.unive.it
The automatic categorization of support tickets is a fundamental tool for modern businesses.
Such requests are most commonly composed of concise textual descriptions that are noisy …

Requirements for an IT support system based on hybrid intelligence

S Schmidt, M Li, C Peters - 2022 - scholarspace.manoa.hawaii.edu
In our digital world, all companies need IT support. IT support staff are under increasing
pressure solving increasingly heterogeneous user tickets. Hybrid intelligence could solve …

Constructing the knowledge base for cognitive it service management

Q Wang, W Zhou, C Zeng, T Li… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
The increasing complexity of IT environments dictates the usage of intelligent automation
driven by cognitive technologies, aiming at providing higher quality and more complex …