Adaptive Chatbots: Real-Time Sentiment Analysis for Customer Support

Authors

  • Rekha Sivakolundhu Capitalone
  • Deepak Nanuru Yagamurthy 7 Eleven Inc.

DOI:

https://doi.org/10.47941/ijce.2123

Keywords:

Adaptive Chatbots, Real-Time Sentiment Analysis, Natural Language Processing, Emotionally Aware AI, Customer Support

Abstract

In the era of digital transformation and increasing online interactions, customer support is a critical aspect of business success. This paper investigates the development of adaptive customer support chatbots that use real-time sentiment analysis to generate contextually appropriate responses. By leveraging advanced sentiment detection techniques, the system aims to enhance user interaction, satisfaction, and overall customer service experience. This innovation is particularly relevant in today's fast-paced, digitally connected world where personalized and empathetic customer service can significantly impact brand loyalty and customer retention. The proposed approach addresses the growing demand for more intelligent and emotionally aware chatbots, aligning with current trends in artificial intelligence and consumer expectations.

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References

P. Suta, X. Lan, B. Wu, P. Mongkolnam, and J. H. Chan, "An Overview of Machine Learning in Chatbots," International Journal of Mechanical Engineering and Robotics Research, vol. 9, no. 4, pp. 502-510, Apr. 2020.

K. Mahendran, "Customer support chatbots using sentiment analysis for real-time emotion detection," Journal of Information Technology, vol. 18, no. 2, pp. 234-245, Mar. 2022.

M. Bakhouche, "Exploring the impact of chatbots on consumer sentiment and expectations in retail," ScienceDirect, vol. 11042, pp. 15213-15223, 2023.

A. Følstad and P. B. Brandtzæg, "Chatbots and the new world of HCI," Interactions, vol. 24, no. 4, pp. 38-42, Jun. 2017.

J. L. Vicedo, "Question answering in restricted domains: an overview," Computational Linguistics, vol. 33, no. 1, pp. 41-61, Mar. 2007.

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Published

2024-07-24

How to Cite

Sivakolundhu , R., & Yagamurthy , D. N. (2024). Adaptive Chatbots: Real-Time Sentiment Analysis for Customer Support. International Journal of Computing and Engineering, 6(1), 55–64. https://doi.org/10.47941/ijce.2123

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Section

Articles