Sentiment-Analysis
所属分类：Docker
开发工具：Java
文件大小：0KB
下载次数：0
上传日期：2023-11-05 10:24:14
上 传 者：
sh-1993
说明： 异步流水线项目，使用 React编程实时处理新闻，并使用NLP分析新闻的情感
(Asynchronous pipeline project that uses reactive programming to process the news in real-time and analyze the sentiment of the news using NLP)
文件列表:
Dockerfile (258, 2023-11-05)
docker-compose.yml (612, 2023-11-05)
kafka.patch (7210, 2023-11-05)
news-stream.patch (6411, 2023-11-05)
pom.xml (1957, 2023-11-05)
src/ (0, 2023-11-05)
src/main/ (0, 2023-11-05)
src/main/java/ (0, 2023-11-05)
src/main/java/com/ (0, 2023-11-05)
src/main/java/com/handson/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/SentimentApplication.java (320, 2023-11-05)
src/main/java/com/handson/sentiment/controller/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/controller/AppController.java (4999, 2023-11-05)
src/main/java/com/handson/sentiment/kafka/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/kafka/AppKafkaSender.java (1076, 2023-11-05)
src/main/java/com/handson/sentiment/kafka/KafkaConfig.java (2503, 2023-11-05)
src/main/java/com/handson/sentiment/kafka/KafkaTopicConfig.java (946, 2023-11-05)
src/main/java/com/handson/sentiment/nlp/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/nlp/SentimentAnalyzer.java (1597, 2023-11-05)
src/main/java/com/handson/sentiment/twitter/ (0, 2023-11-05)
src/main/java/com/handson/sentiment/twitter/AppNewsStream.java (5676, 2023-11-05)
src/main/resources/ (0, 2023-11-05)
src/main/resources/application.properties (989, 2023-11-05)
src/test/ (0, 2023-11-05)
src/test/java/ (0, 2023-11-05)
src/test/java/com/ (0, 2023-11-05)
src/test/java/com/handson/ (0, 2023-11-05)
src/test/java/com/handson/sentiment/ (0, 2023-11-05)
src/test/java/com/handson/sentiment/SentimentApplicationTests.java (216, 2023-11-05)
stanford.patch (3520, 2023-11-05)
# News Sentiment Analysis (Using NLP)
Asynchronous pipeline project that uses reactive programming to process the news in real-time and analyze the sentiment of the news using NLP.
Analyze the sentiment of news that is related to a specific topic and check what the public opinion about them.
## Technologies And Tools
* Backend - Java, Spring Boot, Spring WebFlux (reactive programming),
* Database - Redis
* Message Broker - Kafka (In order to handle fast and big streams of data)
* Docker (To run Kafka and Redis containers)
* NLP - Stanford CoreNLP library
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