Abstract
The rapid digitalization of businesses, driven by the pandemic, has transformed the way IT services are managed. Due to the significant increase in demand for IT support, especially in the field of Service Desk, efficient solutions are required to maintain service quality without incurring excessive costs. In this context, this work proposes a solution based on artificial intelligence (AI): the implementation of a chatbot using Dialogflow. Experiments were conducted to evaluate its performance, including user surveys and data analysis. The results revealed that, on average, users experienced a 20% increase in satisfaction when using a chatbot to solve problems. For expert users, the increase in satisfaction was 12% in terms of efficiency. Additionally, a cost savings of 42.26% is projected, compared to hiring additional personnel. These findings highlight the importance of AI-based solutions in improving IT services. This, in turn, offers the opportunity to expand customer service availability, automate repetitive tasks, and lighten the IT support workload, resulting in more efficient and cost-effective resource management.
Original language | American English |
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Title of host publication | 2024 6th International Conference on Natural Language Processing, ICNLP 2024 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 775-782 |
Number of pages | 8 |
ISBN (Electronic) | 9798350349115 |
DOIs | |
State | Indexed - 2024 |
Externally published | Yes |
Event | 6th International Conference on Natural Language Processing, ICNLP 2024 - Hybrid, Xi'an, China Duration: 22 Mar 2024 → 24 Mar 2024 |
Publication series
Name | 2024 6th International Conference on Natural Language Processing, ICNLP 2024 |
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Conference
Conference | 6th International Conference on Natural Language Processing, ICNLP 2024 |
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Country/Territory | China |
City | Hybrid, Xi'an |
Period | 22/03/24 → 24/03/24 |
Bibliographical note
Publisher Copyright:© 2024 IEEE.
Keywords
- Artificial Intelligence
- Chatbot
- Dialogflow
- IT Support
- Service Desk