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Glassdoor Content Summarization and Moderation
技术
- 应用基础设施与中间件 - 数据交换与集成
- 应用基础设施与中间件 - 数据可视化
适用行业
- Professional Service
- Software
适用功能
- 商业运营
- 质量保证
用例
- 欺诈识别
服务
- 系统集成
- 培训
挑战
Glassdoor, with its extensive database of over 8 million company reviews, salary reports, interview reviews, and questions, faced the challenge of maintaining the quality and reliability of its content. With a growing community of over 30 million users, ensuring that the information provided is accurate, relevant, and free from fraudulent activity became a significant concern. The platform needed a robust solution to handle content summarization, moderation, and verification tasks efficiently. Additionally, the need to filter out bogus information and augment data to enhance user experience was paramount. Glassdoor required a dedicated team capable of performing these tasks while also developing new training materials to improve the overall process.
关于客户
Glassdoor is a leading platform that provides company reviews, salary reports, interview reviews, and questions, as well as benefits reviews. With a growing database of over 8 million entries, Glassdoor is committed to delivering high-quality content to its community of over 30 million users. The platform serves as a valuable resource for job seekers and employees, offering insights into company cultures, compensation, and interview experiences. To maintain the integrity and reliability of its content, Glassdoor collaborates with Samasource, a company that specializes in providing dedicated teams for content summarization, moderation, and data verification. This partnership ensures that Glassdoor continues to offer accurate and trustworthy information to its users.
解决方案
To address the challenges faced by Glassdoor, Samasource provided a dedicated team of 30 agents who specialize in content summarization and moderation. These agents were trained to use HTML, XML, and xPath languages, as well as developer console tools, to perform various tasks. The tasks included content formatting, monitoring fraudulent activity, filtering bogus information, and data verification and augmentation. Project Managers from Samasource provided training instructions, designed task workflows, and monitored production to ensure efficiency and accuracy. Additionally, Samasource supported Glassdoor in developing new training materials for their Content and Community Assurance (CCA) teams. These materials were based on insights gathered from Samasource agents and productivity data, further enhancing the overall process and ensuring continuous improvement.
运营影响
数量效益
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