RecBoard:基于web的推荐系统研究与开发平台

M. Chawla, Kriti Singh, Longqi Yang, D. Estrin
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引用次数: 0

摘要

本文介绍了RecBoard,这是一个基于web的统一平台,可以帮助研究人员和从业者培训、测试、部署和监控推荐系统。RecBoard通过提供一个协作用户界面来简化构建推荐系统的端到端流程,该界面可自动执行与数据集管理、模型训练、可视化、部署和监控相关的重复任务。我们的演示原型演示了RecBoard如何支持研究和开发中的常见任务。RecBoard将是开源的,并在出版后向公众开放。
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RecBoard: A Web-based Platform for Recommendation System Research and Development
This paper introduces RecBoard, a unified web-based platform that facilitates researchers and practitioners to train, test, deploy, and monitor recommendation systems. RecBoard streamlines the end-to-end process of building recommendation systems by providing a collaborative user interface that automates repetitive tasks related to dataset management, model training, visualization, deployments, and monitoring. Our demo prototype demonstrates how RecBoard can empower common tasks in research and development. RecBoard will be open-sourced and publicly available upon publication.
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