We frequently hear that self-driving cars are unsafe,filters are unfair, recommendation algorithms restrict our choices, and pricing bots charge us more.
Ars Technica reported Facebook requested access to contacts, SMS data andcall history on Android devices to improve its friend recommendation algorithm.
现在,推荐算法引擎不仅用于书籍、电影和音乐,也用在了网络文章上。
Algorithmic recommendation engines now exist not only for books, films and music but also for articles on the internet.
推荐算法有很多种,数据科学家需要根据业务的限制和要求选择最好的算法。
Among a variety of recommendation algorithms, data scientists need to choose the best one according a business's limitations and requirements.
你不会在谷歌的网页排名以及Facebook的朋友推荐算法的核心找到R语言。
You won't find R at the core of Google's page rank orFacebook's friend suggestion algorithms.
其次,社交媒体的价值正在从内容托管和移除(removal),转向推荐算法,以此引导人们的注意力。
Second, the value of social media is shifting away from content hosting andremoval, and towards recommendation algorithms directing one's attention.
年,穆斯塔法的团队准备和YouTube合作,改进推荐算法。
In 2014,Mustafa's team was ready to work with YouTube to improve the recommendation algorithm.
Because of its simplicity, scalability, explainability, adaptability, and relatively high-quality recommendations,item-based collaborative filtering remains one of the most popular recommendation algorithms today.
他们测试、分析并推荐算法中的变化。
They test and analyze and recommend changes in algorithms.
以前的推荐算法比较简单并且适用于小系统。
The preceding recommendation algorithms are somewhat easy and are suitable for systems that are smaller.
你会用哪些feature来为用户构建一个推荐算法??
What features would you use to build a recommendation algorithm for users?
以前的推荐算法比较简单并且适用于小系统。
The preceding recommendation calculations are easy and are suitable for smaller systems.
了解它们之间的差异将有助于你选择最适合你的推荐算法。
Understanding the differences between them will help you to choose the most appropriate algorithm for your recommender.
埃文斯说,如果更多的人一直密切关注Facebook的新闻推荐算法,它可能不会给我们带来假新闻。
Evans says that if more humanshad kept a close eye on Facebook's news-recommending algorithms, it might not have showered us with fake news.
Feature combination(Feature combination): The combination of features from differentrecommended data sources is used by another recommendation algorithm.
For example,ZipRecruiter's Get Recruited platform uses a deep learning-based recommendation algorithm and natural language processing(NLP) to connect job seekers and employers.
当亚马逊开发自己的推荐算法引擎--一种基于其他人购书历史的自动系统--的时候,销量狂涨。
When Amazon developed its algorithmic recommendation engine- an automated system based on data about what others had bought- sales shot up.
当我决定下一步何去何从的时候,他们让我用他们的API(应用程序编程接口)打造了一个跟踪推荐算法。
When I was deciding where to work next,they made me build a follow recommendation algorithm using their API.
These days, thanks to machine learning, the recommendations have gotten more dynamic, says Jeff Wilke, the CEO of Amazon's worldwide consumer division.
With Amazon Neptune, AWS customers can create and query graph databases for various use cases, including fraud detection,social networking, and recommendations.
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