TY - GEN
T1 - Chatbot Based on Conversational Artificial Intelligence for the Attention of an IT Service Desk in Florida
AU - Torres, Juan O.
AU - Barraza, Valeria X.
AU - Castaneda, Pedro S.
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Artificial Intelligence
KW - Chatbot
KW - Dialogflow
KW - IT Support
KW - Service Desk
UR - https://www.scopus.com/pages/publications/85207661586
U2 - 10.1109/ICNLP60986.2024.10692529
DO - 10.1109/ICNLP60986.2024.10692529
M3 - Contribución a la conferencia
AN - SCOPUS:85207661586
T3 - 2024 6th International Conference on Natural Language Processing, ICNLP 2024
SP - 775
EP - 782
BT - 2024 6th International Conference on Natural Language Processing, ICNLP 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Natural Language Processing, ICNLP 2024
Y2 - 22 March 2024 through 24 March 2024
ER -