intelligent recommendation

The web usage mining is the most wide used method, which is used in the field of e-commerce, internet ads, intelligent recommendation system, internet marketing, and intelligent decision support.

在Web挖掘中，基于Web的用户访问信息挖掘应用最为广泛，应用领域涉及电子商务、网络广告、智能推荐系统、网络营销、智能决策领域。

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Aimed at the shortcomings of current intelligent information recommendation algorithm, an intelligent information recommendation al-gorithm based on user model clustering ( IRUMC) is presented.

针对现有智能信息推荐算法存在的不足，提出了一种基于用户模式聚类的智能信息推荐算法（IRUMC）。

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Web-based intelligent system is an important aspect of DM and WI. Intelligent Recommendation System is a kind of typical web-based intelligent application system.

基于网络的智能系统研究是WEB挖掘和网上智能的重要研究方向，而智能推荐系统（Intelligent Recommendation System）又是网上智能系统的典型应用。

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Experimental results show that the mean predicting accuracy of the LS-SVM model is higher than BP neural network model. At the same time, the LS-SVM model is especially suitable for limited number of samples. ( 4) Development of intelligent fertilization recommendation platform for tobacco.

实验结果表明，基于最小二乘支持向量机的施肥推荐模型对产量的预测准确率高于BP网络模型，且特别适用于样本数量有限的情况。（4）基于GIS的烤烟智能施肥推荐平台的开发。

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Intelligent information recommendation algorithm based on user model clustering

基于用户模式聚类的智能信息推荐算法

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A new intelligent recommendation system is presented based on Web service by Item-to-Item collaborative filtering algorithm. And the effectivity of the algorithm and the recommendation system is validated by an instance research as the relevant experiment result.

提出了一种基于Web服务的智能网页推荐系统，该系统使用了基于Item-to-Item的协同过滤算法，并通过对一个实例的研究验证了所提出的算法以及推荐系统的有效性。

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Especially, the small amount of data is no exception. ( 3) Design and Development of an intelligent tobacco fertilization recommendation system based on GIS.

设计开发基于GIS的烤烟智能施肥推荐系统。

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The system consists of four parts: management interface, preparation module, mining browsing patterns module and intelligent recommendation module.

系统包括4个模块：管理接口、预处理模块、访问模式挖掘模块、智能推荐模块。

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Based on the ITU-T Intelligent Network CS Recommendation, the paper studies the formal description techniques ( FDT) for IN service and the theory and methods in IN's service verification.

本文依据国际电信联合委员会（ITU-T）的智能网能力集建议，对智能网业务的形式化描述技术（FDT）、智能网业务逻辑验证的理论与方法等进行了研究。

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Intelligent e-learning recommendation model based on multi-agent

基于多Agent的网络学习智能推荐模型

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The Research on the Technique of Intelligent Recommendation and Cutting Tool Management Based on the Feature

基于特征的刀具管理及智能推荐技术研究

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Design and Implementation of an Intelligent Service Recommendation Mechanism Based on Context-aware

基于上下文感知的智能服务推荐机制设计及实现

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In this paper, it expounds that the solution to improve the quality of Website service is adopting Web usage mining as key technology to establish a intelligent Website through establishing and updating the warehouse of the user patterns, we implement the personalized recommendation for users.

本文提出了针对提高Web服务质量的解决方案：采用WUM为核心技术，建立一个智能Web站点，通过建立与更新用户模式库，个性化地为用户的访问提供推荐服务。

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While, as a intelligent agent, recommendation systems are able to get those problems well solved.

推荐系统，作为一种智能系统，能够很好的解决上述问题。

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An Intelligent Recommendation Method Based on Agent Theory

基于Agent的智能导购方法研究

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By summarizing the defects of existing fertilization models and analyzing the advantages of LS-SVM, an intelligent fertilization recommendation model is constructed after describing its working principle in detail.

总结现有施肥模型的不足，分析最小二乘支持向量机的优势，在详细阐述其工作原理的基础上，构建基于最小二乘支持向量机的烤烟智能施肥推荐模型。

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Intelligent Web Pages Recommendation Based on Dynamic Markov Model

基于动态马尔可夫模型的智能网页推荐

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Intelligent recommendation mechanism for the web-based course

基于Web的网络课程智能推荐机制

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To solve the problem, we use natural language technology and fuzzy computing to build the fuzzy intelligent recommendation system which base on consumer online reviews. A lot of text processing work is demanded in the recommendation system.

本文利用自然语言处理技术和模糊计算所构建起的基于消费者在线评论的产品模糊推荐系统将解决这一问题。

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Web Service-based Intelligent Web Recommendation System

一种基于Web服务的网页智能推荐方法

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On this basis, we implement a intelligent hotel recommendation system, which is based on the verification of tickets.

在此基础上实现了一个基于机票查询验真服务的酒店智能推荐系统。

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Related Technology Research on Intelligent Web Page Recommendation System

智能网页推荐系统的相关技术研究

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An Intelligent Recommendation System Based on Web Navigation Path Clustering

一个基于Web访问路径聚类的智能推荐系统

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Algorithm Design for Multi-agent Based Intelligent Recommendation System

基于多Agent的智能推荐算法设计

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Markov model has been widely applied for intelligent web page recommendation. Studies show high-order Markov model displays higher recommendation accuracy than low-order model, but its state space complexity is very high.

马尔可夫模型被广泛应用于智能网页推荐中，研究表明高阶马尔可夫模型比低阶模型具有更高的推荐精度，但高阶模型存在着状态空间复杂度高的问题。

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By analyzing the merits and applicability of LS-SVM and studying on LS-SVM fundamental principle, an intelligent fertilization recommendation model is constructed based on LS-SVM.

分析最小二乘支持向量机模型的优点和适用性，研究其基本原理，构建基于最小二乘支持向量机的智能施肥推荐模型。

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On the basis of the proposed business model, this paper designed to achieve the recommended intelligent recommendation system, a decision-making and in the application of "national eugenics before pregnancy health check information system".

本文在提出通用推荐模型的基础上，设计实现了一种对评估建议进行推荐的智能推荐系统，并在国家免费孕前优生健康检查信息系统中应用。

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In this paper, based on the previously research, combining web content mining with web log mining, we present a new method to construct a intelligent web page recommendation system.

本文在对这一问题进行深入研究的基础上，结合文本挖掘与日志挖掘两种方法，提出了一种智能网页推荐系统的构建方法。

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Finally through the data analysis, Apriori_ MD algorithm in carried out in the efficiency to enhance one time compared to the Apriori algorithm, was one good intelligent recommendation method, might obtain satisfaction according to the user demand the recommendation result.

最后，通过对数据的分析，Apriori MD算法在执行效率上比Apriori算法提高了一倍，是一种较好的智能推荐方法，可以根据用户需求获得满意的推荐结果。

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