It ticket classification: The simpler, the better
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 …
increasing complexity of IT services deployed in enterprises. There are multiple discussions …
[HTML][HTML] An approach for analyzing business process execution complexity based on textual data and event log
With the advent of digital transformation, organizations increasingly rely on various
information systems to support their business processes (BPs). Recorded data, including …
information systems to support their business processes (BPs). Recorded data, including …
Assessing business process complexity based on textual data: Evidence from ITIL IT ticket processing
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 …
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
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 …
internally by their employees and externally by current or potential customers. Accordingly …
Business sentiment analysis. concept and method for perceived anticipated effort identification
Representing a valuable human-computer interaction interface, Sentiment Analysis (SA) is
applied to a wide range of problems. In the present paper, the researchers introduce a novel …
applied to a wide range of problems. In the present paper, the researchers introduce a novel …
Knowledge-based intelligent system for IT incident DevOps
The automation of IT incident management (ie, handling of any unusual events that hamper
the quality of IT services) is a main focus in Artificial Intelligence for IT Operations (AIOPS) …
the quality of IT services) is a main focus in Artificial Intelligence for IT Operations (AIOPS) …
Multi-criteria knowledge-based recommender system for decision support in complex business processes
In this paper, we present a concept of a multi-criteria knowledge-based Recommender
System (RS) designed to provide decision support in complex business process (BP) …
System (RS) designed to provide decision support in complex business process (BP) …
Towards a business process complexity analysis framework based on textual data and event logs
Being an established discipline, Business Process Management (BPM) confronts various
challenges related to digitization and rapid penetration of technologies into business …
challenges related to digitization and rapid penetration of technologies into business …
Speeding up the success approach for massive industrial datasets
In many applications, it may be expensive, difficult or even impossible to obtain class labels
for a large amount of the instances, therefore, the labeled data may not be representative …
for a large amount of the instances, therefore, the labeled data may not be representative …
Intelligent methods for business rule processing: State-of-the-art
In this article, we provide an overview of the latest intelligent techniques used for processing
business rules. We have conducted a comprehensive survey of the relevant literature on …
business rules. We have conducted a comprehensive survey of the relevant literature on …