使用前提：服务开通与资源包购买
- 自然语言处理：开通地址
- NLP自学习平台：开通地址
- 自学习平台资源包：购买地址
- 获取阿里云账号的AccessKey ID 和AccessKey Secret
- 授权子账号（无需子账号，可以忽略此步骤）：RAM鉴权
操作步骤：
1.添加pom依赖
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-core</artifactId>
<version>4.5.25</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-nlp-automl</artifactId>
<version>0.0.5</version>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-alinlp</artifactId>
<version>1.0.16</version>
</dependency>
2.Code Sample
import com.aliyuncs.DefaultAcsClient;
import com.aliyuncs.IAcsClient;
import com.aliyuncs.exceptions.ClientException;
import com.aliyuncs.nlp_automl.model.v20191111.RunPreTrainServiceRequest;
import com.aliyuncs.nlp_automl.model.v20191111.RunPreTrainServiceResponse;
import com.aliyuncs.profile.DefaultProfile;
import com.google.gson.Gson;
import java.util.HashMap;
import java.util.Map;
//预训练模型-商品评价分析服务（本地生活领域）
public class Demo12{
public static void main(String[] args) throws ClientException{
DefaultProfile defaultProfile = DefaultProfile.getProfile("cn-hangzhou","XXXXXXXXXX","XXXXXXXXXX");
IAcsClient client = new DefaultAcsClient(defaultProfile);
Map<String, Object> input = new HashMap();
input.put("content","服务态度不错 ，技术也还行 ，新开的店子，支持一下，有机会下次还来！");
input.put("domain","barber");
input.put("entity",true);
Map<String, Object> map = new HashMap<>();
map.put("input", input);
RunPreTrainServiceRequest request = new RunPreTrainServiceRequest();
request.setServiceName("ABSA-LOCAL-LIFE");
//request.setPredictContent(JSON.toJSONString(map));
request.setPredictContent(new Gson().toJson(map));
RunPreTrainServiceResponse response = client.getAcsResponse(request);
System.out.println(response.getPredictResult());
}
}
3.测试结果
{"code":1000,"data":{"cost":"50.203ms","textProb":0.9987,"aspectItem":[{"clause":"支持一下","clauseIndex":"21,25","aspectPolarity":"正","terms":[{"aspectTerm":"","opinionTerm":"有机会下次还来","normedAspectTerm":"","normedOpinionTerm":"有机会下次还来"},{"aspectTerm":"","opinionTerm":"支持一下","normedAspectTerm":"","normedOpinionTerm":"支持一下"}],"positiveProb":0.999,"aspectCategory":"整体^再次消费的意愿","negativeProb":0.001},{"clause":"服务态度不错 ","clauseIndex":"0,7","aspectPolarity":"正","terms":[{"aspectTerm":"服务态度","opinionTerm":"不错","normedAspectTerm":"服务态度","normedOpinionTerm":"不错"}],"positiveProb":0.998,"aspectCategory":"服务^服务人员态度","negativeProb":0.001},{"clause":"技术也还行 ","clauseIndex":"8,14","aspectPolarity":"正","terms":[{"aspectTerm":"技术","opinionTerm":"还行","normedAspectTerm":"技术","normedOpinionTerm":"还行"}],"positiveProb":0.999,"aspectCategory":"技术^其他","negativeProb":0.001}],"textPolarity":"正"},"message":"SUCCESS","tracerId":"1653444557.1437464"}
更多参考
快速入门-模型服务调用流程
预训练模型使用教程
商品评价解析服务-本地生活领域
阿里云自然语言处理PHP Core SDK使用Quick Start
