If, as a developer, you know these things, you can improve the user experience and content through AD targeting, personalization, and recommendation.

如果你是一名开发者，知道这些以后，你就可以通过广告定位、人性化以及推荐机制改善用户体验和内容。

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A recommendation engine is the locus where understanding of content and understanding of the visitor-in-the-moment come together.

推荐引擎是一个懂得内容并在某一刻理解访客意图的所在。

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The State of Recommendation Engines is a sponsored content series by BT Buckets, a leader in personalization and onsite behavioral targeting.

目前，该推荐引擎也是BTBuckets (Google的用户切分及服务优化工具)的一项赞助内容。

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Next up: a content recommendation engine tied to personalization and search and a social news feed that captures the sharing of our content and the following of contributors across FORBES and social networks.

FORBES: Inside Forbes: Building a Bridge For Journalists to Find Their Digital and Social Future

The aQuantive writedown may presage moves such as giving away display ads for free, according to Gilad de Vries, vice president of brands and agencies at Outbrain, a content recommendation startup.

FORBES: The New Price Of A Web Ad: Free?

And since one of the primary ways that social services grow is through the recommendation of a content shared from friends, colleagues and acquaintances, a paywall can be a serious inhibitor to growth.

FORBES: App.net Just Went From Twitter Clone To A Scale Model Of Something Much, Much More