What is the translation of " COLLABORATIVE FILTERING " in Chinese?

• 协同过滤

Examples of using Collaborative filtering in English and their translations into Chinese

Based on collaborative filtering.
基于协作过滤的算法。

The basic idea for this kind of recommendation engine comes from collaborative filtering.
这种推荐引擎的基本想法来自于协同过滤。

Explain what is collaborative filtering?
解释什么是协同过滤?

Collaborative filtering is commonly used in recommender systems.
协作过滤通常用于推荐系统。

(2) Model-based Collaborative Filtering.
基于模型的协同过滤.

Collaborative filtering is often used in recommendation systems.
协作过滤通常用于推荐系统。

Recommendation Engines and collaborative filtering.
推荐引擎和协作过滤.

Collaborative filtering is used most in recommendation engines.
协作过滤在推荐引擎中使用最多。

When we originally developed item-based collaborative filtering, Amazon.
当我们最初开发基于项目的协同过滤时，Amazon.

What is: collaborative filtering, n-grams, map reduce, cosine distance?
什么是：协同过滤、n-grams,mapreduce、余弦距离?

Mahout implements three major machine learning tasks: collaborative filtering, clustering and categorization.
Mahout实现了三个主要的机器学习任务:协同过滤、聚类和分类。

What are collaborative filtering, n-grams, Map Reduce, and cosine distance?
什么是：协同过滤、n-grams,mapreduce、余弦距离?

He has examined various problems in the areas of information retrieval, collaborative filtering, and electronic design automation for VLSI CAD.
他还考察了信息检索，协同过滤，和VLSICAD电子设计自动化等领域的各种问题。

The idea of collaborative filtering is to determine the users' preferences from historical usage data.
协同过滤的原理是根据历史使用数据确定用户的喜好。

It is a platform for application development and ships in with certain applications as well for collaborative filtering, classification, regression and clustering purposes.
它是一个应用程序开发和附带某些应用程序用于协同过滤、分类、回归和集群用途的平台。

Recommendation: Neural Collaborative Filtering applied to MovieLens 20 Million(ml-20m).
推荐-NeuralCollaborativeFiltering，适用于MovieLens20Million(简称ml-20m)。

It is a framework for building applications but also includes packaged, end-to-end applications for collaborative filtering, classification, regression, and clustering.
这是一个用于构建应用程序的框架，但也包括打包，以及面向协同过滤、分类、回归和聚类的端到端的应用程序。

Collaborative Filtering models(i.e. the ones that Last. fm originally used), which work by analyzing your behavior and others' behavior.
协同过滤模型（与Last.fm使用的类似），通过分析你的行为和其他用户的行为来工作。

The most critical components of collaborative filtering are users- items- interest.
协同过滤最重要的组成部分是用户-项目-兴趣。

Finally, collaborative filtering is often fairly expensive in terms of computation(particularly when the number of users and items is very large).
最后，协同过滤的计算往往相当昂贵（特别在当用户和项目的数量非常大的时候）。

As a framework that contains in-memory data processing, Apache Spark MLlib features an algorithms database with a focus on clustering, collaborative filtering, classification and regression.
作为包含内存数据处理的框架，ApacheSparkMLlib具有算法数据库，其重点是聚类，协同过滤，分类和回归。

For example, let's say we're performing collaborative filtering, where the goal is to predict a user's interests from the interests of other users.
例如，假设我们正在执行协同过滤，目标是根据其他用户的兴趣预测某位用户的兴趣。

Collaborative Filtering and Content Based Models are the two popular recommendation engines, what role does NLP play in building such algorithms.
协同过滤和基于内容的模型是两种流行的推荐引擎，在建立这样的算法中NLP扮演什么角色？

This is the first application of collaborative filtering system design, mainly to solve the Xerox company in Palo Alto research center information overload problem.
这是最早应用协同过滤系统的设计，主要是解决Xerox企业在PaloAlto的研究中心资讯过载的问题。

Collaborative filtering can be used to check what are the patterns used by people, Levenshtein is used to measure the distance among dictionary terms.
协同过滤可以用于检测人们使用的是何种模式，Levenshtein用来测量术语间的距离。

The assumption underlying collaborative filtering is that people who display similar behaviour have similar preferences for items(for example, movies).
协同过滤的潜在假设是，具有类似行为的人也偏好类似的项目（例如，电影）。

Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings.
摘要很多现有的协同过滤的方法既不能处理非常大的数据集，也不能容易地应对有非常少的评价的用户。

Morton: We use collaborative filtering and location-aware wireless networks to deliver the most relevant coupons to shoppers based on real-time analytics.
Morton：我们使用协同过滤和位置感知的无线网络并基于实时分析向购物者提供最相关的优惠券。