At first, it will discuss the conditions and trend of current network optimization technology and pay much attention to the call quality test, then discuss the data mining algorithms and practical application forms, finally, integrated the algorithms and application forms, discussed how to apply data mining technology to network optimization and the steps to apply data mining in network optimization call quality test system base on the requirement of customer and pay much attention to the function of data mining technology in the system, the design detail of the data mining algorithms and the application result
文中首先討論網路優化的現狀和發展並重點討論網路優化cqt測試的方法和流程，然後討論數據挖
掘的各演算法和實際應用形式，最後將兩者結合，研究如何將數據挖
掘應用到網路優化中，並根據
客戶對網路優化cqt系統智能化的需求，討論具有數據挖
掘功能的網路優化cqt系統的需求、設計和具體實現。在整個cqt系統的討論中，重點討論數據挖
掘在cqt系統中的作用、具體演算法設計和應用結果。
Bob wehle of ripon, wis., found the diamond at the crater of diamonds state park in murfreesboro oct. 14. the park is the world s only publicly operated diamond site where visitors are allowed to search and keep any gems they find
該公園是當今世界上惟一一個允許來訪者公開挖
掘的鉆石蘊藏地，按照規定，遊
客們不僅可以在園內動手尋寶，而且還能將其所尋覓到的「戰利品」收歸己有
Bob wehle of ripon, wis., found the diamond at the crater of diamonds state park in murfreesboro oct. 14. the park is the world ' s only publicly operated diamond site where visitors are allowed to search and keep any gems they find
該公園是當今世界上惟一一個允許來訪者公開挖
掘的鉆石蘊藏地，按照規定，遊
客們不僅可以在園內動手尋寶，而且還能將其所尋覓到的「戰利品」收歸己有
The form of blog rather than the content on it, will bring the huge change to us ? it causes our thought to be more multiple ， fragmental and jumping ; it makes us to be easier to excavate ourselves
博
客這種形式本身而不是博
客上的內容，將給我們帶來巨大的變化:它使我們的思維越來越多元化、碎片化、跳躍化；使我們更容易發
掘自己。
Data mining which is a full - scale intellectualized solution, makes enterprises apperceive the thing hypostases deeply, provides support for decision - making, and affords the customer intelligence service of deep levels more effective market activities, wins the higher income for enterprise
數據挖
掘是一個全面的智能化解決方案，使企業深入洞察事務的本質，並為決策提供支持，提供深層次的
客戶智能服務、更有效的市場活動，為企業贏得更高收入。
The company is providing the high - quality product oem processes ministrant at the same time, can also provide the product market fixed position consults, and according to customer of the homologous material, semi - processed goods in offering product, reasonable equipment in etc. in a material and cost control serves, the marketing plans related with super and worth kit in service, at that time a core for freely for customer providing latest color spreading fashion information, latest a material appearing on market information, technical and latest section in the color cosmetic result, brand value refines, cultural excavation in brand, the brand that try hard for customer gives the deep culture content
公司在提供優質產品oem加工服務的同時，還可根據
客戶產品的市場定位提供相對應的原料半成品包材等合理配搭及成本控制服務產品市場定位分析咨詢服務營銷策劃服務等相關的超值配套服務odm ;免費為
客戶提供最新色彩流行時尚趨勢分析;最新款包材的上市信息;彩妝技術的最新科研成果;品牌的核心價值提煉;品牌文化的挖
掘，為
客戶的品牌賦予深厚的文化內涵！
Second, proposing a hybrid recommendation strategy which used multi - agent system, collaborative filtering, and top - n together to generate right recommendations for customers in different profitability tiers. in the first part, we have defined customer value from two categories : intrinsic value and network value. based on customer ' s historical behavior, segment them with considering their recency, frequency, and monetary
明確指出高價值
客戶可體現在兩個方面：一是具有高自身價值的
客戶，二是具有高網路價值（
客戶的網路影響力）的
客戶；其次，由顧
客的歷史和當前行為，特別是從recency （最近訪問時間） 、 frequency （訪問頻度） 、 mon6t8ry （購買投人）因素出發，進行顧
客內部價值挖
掘：並通過形式化顧
客的網路價值，給出完整的分層演算法和相應實驗。
At the moment, the thing is plans compiled by hand have a low quality and are effected by factitious factors. the execution of adms can not only improve the station organization and the level of the management but also accelerate the modernization of work which can make out good plans, make full use of the device of station, improve the accuracy coefficient of passenger trains and as a result the whole level of railway organization is to be lifted, the modernization of railway system management is to be accelerated at the same time both the economic and social efficiency are to be improved
現行手工編制不但勞動強度大，而且受許多人為因素的影響，編出計劃的質量得不到保證，所以
客運站站調輔助決策管理系統的建立，不僅可以提高車站工作組織和車站技術管理水平，促進車站工作組織與管理現代化，從車站內部盡可能實現作業計劃優化，挖
掘車站潛力，提高旅
客列車正點率，而且可以提高鐵路運輸組織水平，促使鐵路車站管理手段的現代化，從而提高鐵路運輸的經濟效益和社會效益。
Asher training offers companies the ability to perform aptitude assessments for sales, sales management and customer service positions for existing and potential employees with the craft personality questionnaire ( cpq )
阿瑟銷售培訓為您提供cpq銷售潛能測試，為您發
掘現有和未來銷售員、銷售管理層、和
客戶服務人員的銷售潛力。
It combines the best business practice and data mining, database, single marketing, sale automation, and other information technologies, which provides business automatic solution for sale, customer service, decision support and so on. it brings a foremost positions facing to customers based on electronic commerce and, then consequently carries out the transform from the traditional enterprise schema to modern schema based on electronic commerce
它將最佳的商業實踐與數據挖
掘、數據倉庫、一對一營銷、銷售自動化以及其它信息技術緊密結合在一起，為企業的銷售、
客戶服務和決策支持等領域提供了一個業務自動化的解決方案，使企業有了一個基於電子商務的面對
客戶的前沿，從而順利實現由傳統企業模式到以電子商務為基礎的現代企業模式的轉化。
Crm is a management software and technology too. it combines the best business practice, data mining, data warehouse, one to one marketing, sfa and other information technologies with together and provides the enterprise with an automatic operation scheme. based on it, the enterprise has an interface to face it ' s customer and achieve it ' s purpose of transforming from traditional enterprise model to modem enterprise model based on e - business
Crm也是一種管理軟體和技術，它將最佳的商業實踐與數據挖
掘、數據倉庫、一對一營銷，以及其他信息技術緊密結合在一起，為企業的銷售、
客戶服務和決策支持等領域提供了一個業務自動化的解決方案，使企業有一個基於電子商務的面對
客戶的前沿，從而順利實現由傳統企業模式到以電子商務為基礎的現代企業模式的轉化。
So, at the present, discovering the profoundly meanings of mutual benefits in the marxism needs theory has a great significance. it can makes us release from the conventionally blind - sided pattern continually. if we do it like this, the productivity of our country will gain a even faster development, and the all - sides " xiaokang " society will come true at an early date
所以，在當今世界，挖
掘馬克思主義需要理論中的交往實踐活動的「互主體」和「互意義」的深刻內涵，對我們進一步解放思想，即進一步從傳統的激烈的東西主
客體對抗的思維模式解放出來有著積極的意義，從而對我國生產力的更大發展，建設全面小康社會產生積極的影響。
The third part talks about the analysis and design of the business intelligence module which is a part of zhen xiang project, then explores the application of data mining to provide market basket analysis, customer classification analysis and other intelligent analyses. we research on how to provide intelligent analysis based on data mining for the enterprise in the e - commerce system
本文對振湘項目二期工程的商業智能分析子系統進行了分析和設計，嘗試應用數據挖
掘來完成購物籃分析、
客戶細分等分析功能，並且對在電子商務系統中結合企業需求提供基於數據挖
掘的智能分析服務進行了有意義的研究探索。
In the preprocessing stage the method of user and session identification often adopt heuristic algorithm for the being of cache and agent. this induce the uncertainty of data resource. the cppc algorithm avoid the limitation and has no use for complicated hash data structure. in this algorithm, by constructing a userld - url revelant matrix similar customer groups are discovered by measuring similarity between column vectors and relevant web pages are obtained by measuring similarity between row vectors ; frequent access paths can also be discovered by further processing of the latter. experiments show the effectiveness of the algorithm. in the fourth part, this thesis bring some key techniques of data mining into web usage mining, combine the characteristic of relation database design and implement a web usage mining system wlgms with function of visible. lt can provide the user with decision support, and has good practicability
本文演算法避免了這個缺陷，且不需要復雜的hash數據結構，通過構造一個userid - uel關聯矩陣，對列向量進行相似性分析得到相似
客戶群體，對行向量進行相似性度量獲得相關web頁面，對後者再進一步處理得到頻繁訪問路徑。實驗結果表明了演算法的有效性。第四是本文將傳統數據挖
掘過程中的各種關鍵技術，引入到對web使用信息的挖
掘活動中，結合關系數據庫的特點設計並實現了一個具有可廣西人學頎士學位論義視化功能的web使用挖
掘系統wlgms 。
The objective of this study is to devise a credit scoring system for credit granting decisions
首先依關?性分析，發
掘與顧
客信用好壞有關的決定因素。
The essence and prerequisite for market space development is to understand and explore the customer value
市場空間開發的實質和基本前提是把握和挖
掘客戶價值。
We propose a collaborative filtering crm algorithm to mine the most possible commodity item that the customer is most favorable
本文提出了利用協同過濾演算法來挖
掘客戶最可能喜歡的商品項目的方案。
Find out what your customer pay attention on and make them know what your company could bring them based on those profit points
要善於發
掘客戶關注的利益點，並根據他所關注的利益點來突顯本企業產品所帶來的價值。
Based on our experiences of the field and creative spirit, we will continuously find the new requirements of customers and create new value for them
公司順應技術發展趨勢，立足自主創新，不斷挖掘客戶新需求，創造新價值。
