The Douyin matrix system is an open platform with powerful functions. Through data mining technology, accurate user portraits and personalized recommendations can be realized. This is one of the reasons why Douyin has become one of the most popular short video platforms in China. The development of the matrix system requires a lot of technical support and data analysis, and also requires the comprehensive use of big data, machine learning, artificial intelligence and other related technical means, so as to improve the user stickiness and commercial value of the platform.
In the development of Douyin matrix system, it is first necessary to design and build a reliable data storage and management platform to classify, clean and process massive data, so as to improve the quality and effectiveness of data. Secondly, it is necessary to use machine learning technology to analyze user behavior and preferences, and provide users with personalized recommendation services, thereby improving user satisfaction and retention rates. In addition, it is necessary to comprehensively use artificial intelligence technology to monitor and give feedback on user video interaction, comments and sharing, so as to optimize user experience and platform operation.
The development of the vibrato matrix system also needs to keep pace with the times, constantly update and optimize the functions and algorithms of the system, enhance its data mining and analysis capabilities, and further enhance the user experience and commercial value of the platform. Only by continuously accumulating and optimizing core technologies can we ensure the stability and reliability of the Douyin matrix system and further consolidate Douyin's leading position in the short video field.
1. Matrix system source code development plan
(1) Multi-platform and multi-account management
(2) Mass production of video content
(3) UGC content sharing and data statistics
(4) Acquisition of Intentional Inquiry Leads
(5) Keyword layout ranking
(6) Intelligent online customer service
(7) Conversion of matrix number + content + private domain clues
More functions are being iteratively developed ......................
2. Development process
1. Apply for an open platform service provider
2. Apply for open platform website application
3. Apply for open platform application permissions
4. Technology docking development access....
The development code display example is as follows:
Obtain user authorization
{
"data": {
"access_token": "act.f7094fbffab2ecbfc45e9af9c32bc241oYdckvBKe82BPx8T******",
"captcha": "",
"desc_url": "",
"description": "",
"error_code": 0,
"expires_in": 1296000,
"log_id": "20230525105733ED3ED7AC56A******",",
"open_id": "b9b71865-7fea-44cc-******",
"refresh_expires_in": 2592000,
"refresh_token": "rft.713900b74edde9f30ec4e246b706da30t******",
"scope": "user_info"
},
"message": "success"
}
Obtain user public information:
curl --location --request POST 'https://open.douyin.com/oauth/userinfo/' \
--header 'Content-Type: application/x-www-form-urlencoded' \
--data-urlencode 'open_id=ba253642-0590-40bc-9bdf-9a1334******' \
--data-urlencode 'access_token=act.1d1021d2aee3d41fee2d2add43456badMFZnrhFhfWotu3Ecuiuka2******'
查询视频发布结果：
{
"event": "create_video",
"from_user_id": "",
"client_key": "",
"msg_id": "",
"content": {
"share_id": "",
"item_id": "", //加密视频ID
"video_id": "" //真实视频ID
}
}
Receive private messages
{
"event": "im_receive_msg",
"client_key": "asdfavetgbvasf",
"from_user_id": "ac6479a5-d7a6-4018-84be-c29bfc00000",
"to_user_id": "aaa-7ae0-4399-914a-5eb1df5861ba",
"content": {
"conversation_short_id": "@c29bfc000+MNggFhRkwGuX1ntuc0QfA0VnmRejrzWUBwDdDYrU9MpJSYEVV6/2hKU0il5iay8J99+0t5j3zrbA==",
"server_message_id": "@c29bfc000+MNggFhRkwGuX1ntuc0RPc0VHKefj/yWEJ8DtjUrU9MpJSYEVV6/2hKrOcqY1gIxctCXW23v4oW/Q==",
"conversation_type": 2,
"create_time": 1656571939562,
"message_type": "text",
"text": "你好，抖音"
}