This chapter begins from the information demand, combined with current popular BIG DATA analysis techniques, discusses the operation mechanism of the network synergic innovation platform.

It will increasingly become integral in medical research, various kinds of product development and modeling, and all types of research science.

同时，在医药研究、各种产品开发和建模，以及所有研究科学中，大数据分析也正日益成为不可或缺的角色。

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The many tools that have sprung out of that community demonstrate the viability of big data analysis as a global business activity.

来自社区的许多工具证实了大数据分析作为一个全球业务活动的可行性。

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Beijing International Studies University recently released a top 10 list of China's 5A scenic areas based on big data analyses of their online reputations.

北京第二外国语大学近日根据各景区网络口碑的大数据分析，发布了全国5A级景区10强榜单。

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A system called Orion, short for On-Road Integrated Optimization and Navigation, named after the hunter in Greek mythology, and a big data analytics effort if there ever was one.

他们研发了一个名为Orion的系统，这是道路优化与导航集成系统（On-Road Integrated Optimization and Navigation）的缩写，也是希腊神话中猎户座的名字。如果说现在有什么大数据分析学上的成就的话，那就是它了。

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BigInsights Core is designed to help data professionals quickly get started with Big Data analytics, including design, installation, integration, and monitoring.

BigInsights Core可帮助数据专业人员立即开始进行大数据分析，包括设计、安装、集成和监测。

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Our goal is to turbo-charge the best science on massive data to create novel insights and drive action, said Rebecca Moore, engineering manager for Google Earth Engine.

谷歌地图引擎（Google Earth Engine）的工程经理瑞贝卡o摩尔介绍道：我们的目标是助力最好的大数据分析技术，以催生新颖的见解并且促进行动。

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Our rich experience in big data analysis will help us lead innovation in the music industry that ultimately enhances customer experience.

我们在大数据分析上的丰富经验将有助于我们在音乐行业引领创新，最终提升用户体验。

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And they're being quantified as more big data analysis is being applied to the tourism sector.

随着更多的大数据分析被应用到旅游业，这些数据口碑正在被量化。

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On the personalized recommendation algorithm based on multi-agent, the thesis proposes the method to integrate the cognitive agent with virtual environment, to solve the problems of the single processing behavior and sensibility expression for the traditional cognitive agent.

在基于认知Agent的个性化推荐算法上，本文提出认知Agent与虚拟环境的结合方法，解决了传统认知Agent处理行为单一和情感表达问题。

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Trial version of recommendation system in lab is built based on the classification of game, gamer and virtual items by the using QFD and BP neural network.

通过将游戏玩家需求特征、网络游戏特征和网络游戏虚拟物品特征分类、量化分析，建立了基于QFD及改进BP算法的网络游戏个性化推荐系统。

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And the process of Web usage mining was simply analyzed. Based on Web mining, personal recommendation algorithm was presented. Finally, a system structure of Web education based on the algorithm was put forward.

介绍了Web挖掘的基本情况，分析了Web使用信息挖掘的步骤.提出了基于Web使用信息挖掘的个性化推荐算法，并将其运用到网络教学中，得出了个性化的网络教学体系结构。

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At the same time, the personalized recommendation algorithm that the paper used based on Web log mining be tested and the results prove that with high precision, and a certain degree of practical value.

同时，本文中采用的基于Web日志挖掘的个性化推荐算法，经测试结果证明，具有较高的查准率，有一定的实用价值。

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Research on the Personalized Recommendation Based on TOPSIS Method

基于TOPSIS算法的个性化推荐研究

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Web Personalization Recommendation Technologies in CtoC E-commerce Websites

CtoC电子商务站点中的Web个性化推荐技术

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The system architecture separates the offline process of data preparation and Web mining, and the online process of customizing Web pages based on a user's active session.

系统在结构上分为离线模块和在线模块，离线模块包括原始数据的预处理和挖掘算法的运行：在线模块使用个性化推荐引擎向客户提供个性化Web页面推荐。

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This framework mainly contained the functions of human-computer interaction, user interest learning, system data management, information search, agent collaboration and so on.

设计了一种基于Agent元搜索引擎的个性化推荐系统的框架，包含人机交互、用户兴趣学习、系统数据管理、信息搜索、多Agent协同等功能。

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Realization and Research on Community Monitoring& Personalized Recommendation System Based on E-Learning

基于E-Learning的社区监控及个性化推荐系统的实现

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The personalized recommender system as a important information filtration mean is a potential method to solve the problem of information overload currently.

个性化推荐系统（Recommender System）作为一种信息过滤的重要手段，是当前解决信息超载问题的非常有潜力的方法。

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It also introduces Web Log Mining on the concept and steps, describes personalized recommendation on the concept, classification, core technologies and procedures.

阐述了Web日志挖掘的概念和步骤，描述了个性化推荐的概念、分类、核心技术和步骤。

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If the past of the Internet is a popular search technology era, the future of the Internet will belong to personalized recommendation technology.

如果说过去的Internet是搜索技术大行其道的时代，那么未来的Internet将属于个性化推荐技术。

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