[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 …
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
High availability of information technology (IT)-applications and-infrastructure components is
a significant factor for the success of organizations because more and more business …
a significant factor for the success of organizations because more and more business …
Automatically and adaptively identifying severe alerts for online service systems
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 …
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
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 …
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
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 …
company's reputation and success. These systems are capable of handling a large number …
Machine learning in incident categorization automation
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 …
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
Abstract Intelligent Ticket Management Systems, equipped with automated ticket
classification tools, are an advanced solution for handling customer-support activities. Some …
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 …
Such requests are most commonly composed of concise textual descriptions that are noisy …
Requirements for an IT support system based on hybrid intelligence
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 …
pressure solving increasingly heterogeneous user tickets. Hybrid intelligence could solve …
Constructing the knowledge base for cognitive it service management
The increasing complexity of IT environments dictates the usage of intelligent automation
driven by cognitive technologies, aiming at providing higher quality and more complex …
driven by cognitive technologies, aiming at providing higher quality and more complex …