A Survey On Development of an E-Commerce Sales Chatbot
Keywords:
e-commerce, natural language processing, neural network, challenges, customers, Chabot, support, face-to-face contact.Abstract
This paper revolves around the development of an e-commerce sales chatbot, aiming to provide effective customer support and increase sales. Utilizing machine learning for natural languageunderstanding, the system adopts a modular chatbot framework. Key compounds include a web-based natural language training platform, a microservice for text classification and entity extraction, and a responsive framework for routing user requests to specialized controllers for processing and generating responses. This innovative approach seeks to bridge the gap between e-commerce and AI, striving to create a chatbot that offers a human-like sales experience by understanding context and intent.
References
- M. M. Khan, "Development of an e-commerce Sales Chatbot," 2020 IEEE 17th International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Charlotte, NC, USA, 2020, pp. 173-176, doi: 10.1109/HONET50430.2020.9322667.
- M. Orero-Blat, V. Simón-Moya, H. M. Guerrero, D. B. Carrubi and J. Sendra, "Client orientation in fashion e-commerce: a comparative study," 2020 15th Iberian Conference on Information Systems and Technologies (CISTI), Seville, Spain, 2020, pp. 1-6, doi: 10.23919/CISTI49556.2020.9141057.
- A. Nursetyo, D. R. I. M. Setiadi, and E. R. Subhiyakto, "Smart Chatbot System for E-Commerce Assistance based on AIML," 2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 2018, pp. 641-645, doi: 10.1109/ISRITI.2018.8864349.
- M. Nuruzzaman and O. K. Hussain, "A Survey on Chatbot Implementation in Customer Service Industry through Deep Neural Networks," 2018 IEEE 15th International Conference on e-Business Engineering (ICEBE), Xi'an, China, 2018, pp. 54-61, doi: 10.1109/ICEBE.2018.00019.
- C. Pricilla, D. P. Lestari and D. Dharma, "Designing Interaction for Chatbot-Based Conversational Commerce with User-Cantered Design," 2018 5th International Conference on Advanced Informatics: Concept Theory and Applications (ICAICTA), Krabi, Thailand, 2018, pp. 244-249, doi: 10.1109/ICAICTA.2018.8541320.
- A. Bhawiyuga, M. A. Fauzi, E. S. Pramukantoro and W. Yahya, "Design of commerce chat robot for automatically answering customer question," 2017 International Conference on Sustainable Information Engineering and Technology (SIET), Malang, Indonesia, 2017, pp. 159-162, doi: 10.1109/SIET.2017.8304128.
- J. Xiang and X. Chen, "Customer Satisfaction of E-Commerce Websites," 2009 International Workshop on Intelligent Systems and Applications, Wuhan, China, 2009, pp. 1-5, doi: 10.1109/IWISA.2009.5072797.
Downloads
Published
Issue
Section
License
Copyright (c) IJSRCSEIT

This work is licensed under a Creative Commons Attribution 4.0 International License.