SVTH: LÊ TRUNG KIÊN 105
CHƯƠNG 6: KẾT QUẢ VÀ HƯỚNG PHÁT TRIỂN 6.1 Kết quả
6.1.1 Tạo dữ liệu cho chatbot
Bảng 6.1: Dữ liệu huấn luyện.
STT Tags Patterns Responses
1 Greeting
- Hi - Hey
- How are you - Is anyone there? - Hello - Good day - Hi - Hello 2 goodbye - Bye
- See you later - Goodbye - Bye 3 thanks - Thanks - Thank you - That's helpful - Thanks a lot! - Happy to help! - Any time! - My pleasure 4 my name - What your name?
- What is the name - My name is KP"
5 root source - Who is your creator? - Who created you
- my creator is Kien and Phuoc
- Kien and Phuoc created me
6 function - can you help me?
- what can you do for me?
- I can help you find the classroom, help you look up the phone number of the lecturer....
7 send faculty Mechatronic
- I want to send documents to Mechatronic
- I want to send documents to electronic engine
- Insert the document into the slot below
Mechatronic
8 send doc - I want to send a document - Mechatronic or Automation
9 send faculty Automation
- I want to send a document to Automation
- I need to send documents to Automation
- Insert the document into the slot below
SVTH: LÊ TRUNG KIÊN 106 10 birthday - your birthday
- What is your date of birth?
- I was born on June 18, 2021 - I was born on 18/6/2021 11 number phone Mr Kien
- I want to meet Kien - What is Kien's phone
number?
- 0949071948
12 Introduction Faculty
- Introduction to the Faculty of Mechanical Engineering
- Please watch the video to know more
13 University introduction
- Introducing Can Tho University of Engineering and Technology
- About Can Tho University of Engineering and
Technology
- Please watch the video to know more
14 Head Faculty
- Dean of the Department of Mechanical Engineering - Head of Department of
Mechanical Engineering - Who is the Dean of
Mechanical Engineering?
- The Dean of the Faculty of Mechanical
Engineering is Do Vinh Quang
15 laguane Vn
- can you speak Vietnamese - speak Vietnamese please - Vietnamese please
- OK, I will speak Vietnamese
- Yes, speak Vietnamese now
- I also speak Vietnamese, switch now
16 laguane En
- can you speak English - speak english please - English please
- OK, I will speak English - Yes, speak english now - I also speak English,
switch now 17 open youtube - open youtube
- you can open youtube - Youtube is opening
6.1.2 Kết quả đào tạo mơ hình huấn luyện
Với dữ liệu đào tạo hiện tại là 17 ý định và 42 câu hỏi thì sau 1000 quá trình huấn luyện thì cross entropy là 0.0005
SVTH: LÊ TRUNG KIÊN 107