It ticket classification: The simpler, the better

A Revina, K Buza, VG Meister - IEEE access, 2020 - ieeexplore.ieee.org
Recently, automatic classification of IT tickets has gained notable attention due to the
increasing complexity of IT services deployed in enterprises. There are multiple discussions …

Assessing business process complexity based on textual data: Evidence from ITIL IT ticket processing

N Rizun, A Revina, VG Meister - Business Process Management …, 2021 - emerald.com
Purpose This study aims to draw the attention of business process management (BPM)
research and practice to the textual data generated in the processes and the potential of …

Designing explainable text classification pipelines: Insights from it ticket complexity prediction case study

A Revina, K Buza, VG Meister - Interpretable artificial intelligence: A …, 2021 - Springer
Nowadays, enterprises need to handle a continually growing amount of text data generated
internally by their employees and externally by current or potential customers. Accordingly …

[HTML][HTML] New hybrid techniques for business recommender systems

C Pande, HF Witschel, A Martin - Applied Sciences, 2022 - mdpi.com
Besides the typical applications of recommender systems in B2C scenarios such as movie
or shop** platforms, there is a rising interest in transforming the human-driven advice …

Optimizing the ticket response process in customer support systems using data-driven and machine learning methods: a case study of IFDA

H Saadati, A Hakimi - Optimality, 2024 - opt.reapress.com
Effective customer interaction through IT Support Ticketing (ITST) can enhance customer
satisfaction, whether human-driven or automated, facilitating collaboration towards common …

Overview of the Workshop on Recommendation in Complex Scenarios 2019 (ComplexRec 2019)

M Koolen, B Mobasher, T Bogers… - CEUR Workshop …, 2019 - vbn.aau.dk
Over the past decade, recommendation algorithms for ratings prediction and item ranking
have steadily matured. However, these state-of-the-art algorithms are typically applied in …

Improving customer support efficiency through decision support powered by machine learning

S Boman - 2023 - diva-portal.org
More and more aspects of today's healthcare are becoming integrated with medical
technology and dependent on medical IT systems, which consequently puts stricter …

[PDF][PDF] Considering Business Process Complexity through the Lens of Textual Data

A Revina - Proceedings of the Sixteenth International Multi …, 2021 - personales.upv.es
Process complexity as a result of new technologies and continuously generated data flows
of various types and volumes. These are likely to result in the organizational performance …

Identification of IT Tickets and Bugs using Text-Supervised Pedagogical Approaches

A Bajariya, JP Jaiminee - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
“The business sector addresses the issue of task management in a number of different
methods, all of which include some kind of triaging mechanism to accurately allocate tickets …

A Review on Text Supervised Learning Methods for Classification of IT Ticket and Bugs

A Bajariya, JP Jaiminee - 2022 Second International …, 2022 - ieeexplore.ieee.org
Background: The corporate world deals with task management in a variety of ways all
having some form of triaging process to correctly assign tickets to developers. Automation of …