Chatbot development with dialogflow
Chatbots have become increasingly prevalent in improving the way we interact with machines. Starting from Eliza program in 1960s to various modern bots, such as XiaoIce by Microsoft, many approaches have been studied to improve chatbots performance. In this paper, we evaluate the development of chat...
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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
2018
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| Online Access: | http://hdl.handle.net/10356/73898 |
| _version_ | 1826118514093588480 |
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| author | Bakti, Dian |
| author2 | Chng Eng Siong |
| author_facet | Chng Eng Siong Bakti, Dian |
| author_sort | Bakti, Dian |
| collection | NTU |
| description | Chatbots have become increasingly prevalent in improving the way we interact with machines. Starting from Eliza program in 1960s to various modern bots, such as XiaoIce by Microsoft, many approaches have been studied to improve chatbots performance. In this paper, we evaluate the development of chatbot with Dialogflow as the intents and entities extractor. The chatbot focuses on Frequently Asked Questions (FAQs) response retrieval and some other university-related queries. We also discuss the system architecture and numerous modules that are used to enhance the system performance for both front-end and server-side programming. Finally, this project also reviews user tests result to find out the applicability and usability of the chatbot system, and how it helps us to improve the system further. |
| first_indexed | 2024-10-01T04:44:41Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/73898 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T04:44:41Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | ntu-10356/738982023-03-03T20:48:10Z Chatbot development with dialogflow Bakti, Dian Chng Eng Siong School of Computer Science and Engineering DRNTU::Engineering Chatbots have become increasingly prevalent in improving the way we interact with machines. Starting from Eliza program in 1960s to various modern bots, such as XiaoIce by Microsoft, many approaches have been studied to improve chatbots performance. In this paper, we evaluate the development of chatbot with Dialogflow as the intents and entities extractor. The chatbot focuses on Frequently Asked Questions (FAQs) response retrieval and some other university-related queries. We also discuss the system architecture and numerous modules that are used to enhance the system performance for both front-end and server-side programming. Finally, this project also reviews user tests result to find out the applicability and usability of the chatbot system, and how it helps us to improve the system further. Bachelor of Engineering (Computer Science) 2018-04-19T02:41:28Z 2018-04-19T02:41:28Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/73898 en Nanyang Technological University 60 p. application/pdf |
| spellingShingle | DRNTU::Engineering Bakti, Dian Chatbot development with dialogflow |
| title | Chatbot development with dialogflow |
| title_full | Chatbot development with dialogflow |
| title_fullStr | Chatbot development with dialogflow |
| title_full_unstemmed | Chatbot development with dialogflow |
| title_short | Chatbot development with dialogflow |
| title_sort | chatbot development with dialogflow |
| topic | DRNTU::Engineering |
| url | http://hdl.handle.net/10356/73898 |
| work_keys_str_mv | AT baktidian chatbotdevelopmentwithdialogflow |