Implement a content-based recommendation function for Twitch contents.

Item-based Recommendation vs Content-based Recommendation

Item-based recommendation is totally based on user-item ranking

content-based is that we have to know the content of both user and item

Content-based filtering system: Content-Based recommender system tries to guess the features or behavior of a user given the item’s features, he/she reacts positively to.

Content-based filtering does not require other users' data during recommendations to one user.

Backend Code Structure

get token form Twitch

1. register in dev.twitch, get Client_id and Client_secret ready
2. open postman and the Twitch token generate request to get the access token for calling Twitch APIs

{
    "access_token": "ddx06i6thux3yl5v1jnugx9mqrk8kt",
    "expires_in": 5670001,
    "token_type": "bearer"
}

3. test,get top games

postman, set up the {{ACCESS_TOKEN}} and {{CLIENT_ID}}

https://api.twitch.tv/helix/games/top

4. success

{
    "data": [
        {
            "id": "509658",
            "name": "Just Chatting",
            "box_art_url": "https://static-cdn.jtvnw.net/ttv-boxart/509658-{width}x{height}.jpg",
            "igdb_id": ""
        },
        {....
        }
}

Now the token is working.

Connect to Twitch API with Java

1. RESTful Java client with Apache HttpClient

CloseableHttpClient httpclient = HttpClients.createDefault();

    ResponseHandler<String> responseHandler = response -> {
        int responseCode = response.getStatusLine().getStatusCode();
    
        HttpEntity entity = response.getEntity();

2. Update Game Class to Match Twitch Response

public class Game{

}

3. Create a new package for the external APIs

get top games

• TwitchClient:topGame
• TwitchClient:searchGame
• TwitchClient:searTwitch

test

https://api.twitch.tv/helix/games/top

from the api.twitch to localhost:8080,

http://localhost:8080/jupiter/game?game_name=Starcraft II

httpclient

Client

• SerchServlet: doGet
  • TwitchClient:searchItems
    • TwitchClient:searchByType
      • TwitchClient:searchStream
      • TwitchClient:searchVideo
      • TwitchClient:searchClips
• TwitchClient:searTwitch Twitch

1. Add Item Class to Match Twitch Response

ItemType: STREAM, VIDEO, CLIP

2. Add method in TwitchClient

goals

https://api.twitch.tv/helix/videos?game_id=12000 https://api.twitch.tv/helix/clips?game_id=12000

http://localhost:8080/jupiter/search?game_id=100000