简历抽取（英文）服务 - 自然语言处理

简历抽取服务使用示例。

Java代码示例

DefaultProfile defaultProfile = DefaultProfile.getProfile("cn-hangzhou","your-access-key-id","your-access-key-secret");
IAcsClient client = new DefaultAcsClient(defaultProfile);
String content = "Resume Text";
RunPreTrainServiceRequest request = new RunPreTrainServiceRequest();
request.setServiceName("ResumeExtractorEN");
request.setPredictContent(content);
RunPreTrainServiceResponse response = client.getAcsResponse(request);
System.out.println(response.getPredictResult());

Python代码示例

# 安装依赖
pip install aliyun-python-sdk-core
pip install aliyun-python-sdk-nlp-automl

# -*- coding: utf8 -*-
import json
from aliyunsdkcore.client import AcsClient
from aliyunsdkcore.acs_exception.exceptions import ClientException
from aliyunsdkcore.acs_exception.exceptions import ServerException
from aliyunsdknlp_automl.request.v20191111 import RunPreTrainServiceRequest
# Initialize AcsClient instance
client = AcsClient(
  "<your-access-key-id>",
  "<your-access-key-secret>",
  "cn-hangzhou"
);
content = 'Resume Text'
# Initialize a request and set parameters
request = RunPreTrainServiceRequest.RunPreTrainServiceRequest()
request.set_ServiceName('ResumeExtractorEN')
request.set_PredictContent(content)
# Print response
response = client.do_action_with_exception(request)
resp_obj = json.loads(response)
predict_result = json.loads(resp_obj['PredictResult'])
print(predict_result['result'])

说明调用简历抽取(英文)服务，ServiceName需要传入：ResumeExtractorEN

PredictContent内容示例

John Smith
    john.smith@gmail.com / +852 1111 1234
    Unit 111, Tower 6A, Century Link, 6 Nanking Street, Tung Chung, Lantau Island, Hong Kong
    EMPLOYMENT HISTORY
    Aurostyle Limited (International Division, Christian Bernard Group), Hong Kong
    June 2010 – December 2012
    Marketing Manager
    o Oversaw marketing activities in the International office of a French jewellery group.
    o Worked closely with global marketing team and regional sales team to ensure qualitative
    marketing collaterals, trade marketing tools and premiums can be delivered or localized
    for POS promotions in international regions including China, Middle East and North
    America.
    o Drove and contributed to the launch of the jewellery line by French fashion houses, Guy
    Laroche and Cacharel, in international regions by leading POS activations, localizing trade
    marketing materials and conducting frontline staff trainings.
    Waddy Jewellery Group Limited
    June 2007 – June 2010
    Marketing Executive
    Marketing Manager
    o Oversaw marketing activities in a fine jewellery manufacturer.
    o Responsible for the development and maintenance of marketing collaterals, visual
    merchandising tools, corporate website and company newsletters
    o Successfully facilitated company’s participation in over 50 international tradeshows.
    EDUCATION
    The Hong Kong Polytechnic University, Hong Kong
    2002 - 2004
    Masters of Science, Marketing Management
    University of British Columbia, Canada
    1996 - 2000
    Honours Bachelor of Arts, African Studies

说明 PredictContent参数为简历文本参数。

PredictResult内容示例

说明 PredictResult是JSON字符串，需要反序列化之后进行解析，具体结构如下示例。

{
    "result": "{\"Schools\": [{\"School\": \"The Hong Kong Polytechnic University\", \"Degree\": null, \"StartDate\": \"2002-1-1\", \"EndDate\": \"2004-1-1\", \"DegreeCode\": null, \"SchoolDuration\": \"2002 - 2004\"}, {\"School\": \"University of British Columbia\", \"Degree\": \"Masters\", \"StartDate\": \"2000-3-1\", \"EndDate\": null, \"DegreeCode\": \"master\", \"SchoolDuration\": \", Mar\"}, {\"School\": \"University of British Columbia\", \"Degree\": \"Masters\", \"StartDate\": \"2000-3-1\", \"EndDate\": null, \"DegreeCode\": \"master\", \"SchoolDuration\": \", Mar\"}], \"Name\": \"John Smith\", \"Lang\": \"en\", \"Phone\": \"+852 1111 1234\", \"CountryCode\": \"852\", \"RegionalPhone\": \"11111234\", \"FamilyName\": \"Smith\", \"GivenName\": \"John\", \"City\": \"Hong Kong\", \"Email\": \"john.smith@gmail.com\", \"Companies\": [{\"Position\": null, \"EndDate\": \"2012-12-1\", \"Company\": \"Aurostyle Limited\", \"StartDate\": \"2010-6-1\", \"CompanyDuration\": \"June 2010 \u2013 December 2012\"}, {\"Position\": null, \"EndDate\": \"2010-6-1\", \"Company\": \"Waddy Jewellery Group Limited\", \"StartDate\": \"2007-6-1\", \"CompanyDuration\": \"June 2007 \u2013 June 2010\"}]}",
    "time": 128,
    "message": "",
    "ret_code": 0
}

出参result是一个JSON字符串，是一个JSON字符串，具体结构如下所示。

{
    "Schools": [{
        "School": "The Hong Kong Polytechnic University",
        "StartDate": "2002-1-1",
        "EndDate": "2004-1-1",
        "SchoolDuration": "2002 - 2004"
    }, {
        "School": "University of British Columbia",
        "Degree": "Masters",
        "StartDate": "2000-3-1",
        "DegreeCode": "master",
        "SchoolDuration": ", Mar"
    }, {
        "School": "University of British Columbia",
        "Degree": "Masters",
        "StartDate": "2000-3-1",
        "DegreeCode": "master",
        "SchoolDuration": ", Mar"
    }],
    "Name": "John Smith",
    "Lang": "en",
    "Phone": "+852 1111 1234",
    "CountryCode": "852",
    "RegionalPhone": "11111234",
    "FamilyName": "Smith",
    "GivenName": "John",
    "City": "Hong Kong",
    "Email": "john.smith@gmail.com",
    "Companies": [{
        "Position": null,
        "EndDate": "2012-12-1",
        "Company": "Aurostyle Limited",
        "StartDate": "2010-6-1",
        "CompanyDuration": "June 2010 \u2013 December 2012"
    }, {
        "Position": null,
        "EndDate": "2010-6-1",
        "Company": "Waddy Jewellery Group Limited",
        "StartDate": "2007-6-1",
        "CompanyDuration": "June 2007 \u2013 June 2010"
    }]
}

支持字段列表

字段名	描述
Name	姓名
Email	邮箱
Phone	联系方式
Address	地址
School	学校
Degree	学位
SchoolDuration	入学就读时间范围
Company	公司
Position	职位
CompanyDuration	公司就职时间范围