对你重要的新闻:设计和部署个性化的新闻服务

M. Stefik, L. Good
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引用次数: 3

摘要

随着网上信息的增长,许多人在寻找和阅读对他们的兴趣最重要的信息方面面临挑战。从2008年到2010年,我们建立了一个实验性的个性化新闻系统,读者可以订阅由专家策划的有组织的信息渠道。采用人工智能技术,从根本上减少了策展人的工作量,并有效地向读者呈现信息。该系统经过三个实施周期,处理了超过1600万篇新闻报道,这些新闻报道来自160位策展人组织的约12000个RSS订阅源,涉及8000多个主题,并为600多名注册读者提供服务。本文介绍了该系统的方法、工程和人工智能技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The News that Matters to You: Design and Deployment of a Personalized News Service
With the growth of online information, many people are challenged in finding and reading the information most important for their interests. From 2008-2010 we built an experimental personalized news system where readers can subscribe to organized channels of information that are curated by experts. AI technology was employed to radically reduce the work load of curators and to efficiently present information to readers. The system has gone through three implementation cycles and processed over 16 million news stories from about 12,000 RSS feeds on over 8000 topics organized by 160 curators for over 600 registered readers. This paper describes the approach, engineering and AI technology of the system.
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