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Weka Practice Mastering the use of open source data mining tools

In order to meet this demand, data mining technology has made great progress, and classification in data mining is a very important task, currently in the commercial application of the most. This paper mainly focuses on the comparison of the effect of classification algorithm in data mining, through simple experiment (using open source Data Mining tool-weka) to verify the effect of different classification algorithms, to help the novice to understand the characteristics of different classification algorithms, and to master the use of open source data mining tools. Classification algorithm is a method of solving classification problem, which is data mining, machine learning and http://www.aliy ...

[Document] Research on cloud-oriented data mining system architecture

Research on the architecture of data mining system for cloud computing He Jianjia, Ye Chunming, Wang Xiangbing, Huang, Liu Qiu 皊 Abstract: Combining the advantages of current data mining system and cloud computing, this paper constructs a cloud-oriented data mining system architecture, and describes the important components in detail. The framework is helpful to solve a series of problems existing in data mining system, such as poor data sharing, low scalability and high cost, and it will provide a reference for future data Mining system architecture for cloud computing platform. Keywords: cloud computing, data ...

Research on the architecture and key technology of data mining platform based on cloud computing

Research on the architecture and key technology of data mining platform based on cloud computing Ding Yangqingping Qian Yuming with the advent of cloud computing, traditional data mining system has a bottleneck in the analysis and mining of massive data. This paper presents a data mining platform based on cloud computing, which has the advantages of high scalability, massive data processing capability, service-oriented and low cost of hardware, and can support the design and application of large-scale distributed data mining system. The platform can greatly reduce the operators, enterprises in data mining technology input and can accelerate its ...

Design and implementation of data mining and data migration system under Hadoop architecture

Design and implementation of data mining and data migration system under Hadoop architecture Shanghai Jiao Tong University Lu Ming Education usually the enterprise's information system will contain multiple business systems, each business system contains its own set of online business system, backup system and filing system, system management is complex, easy to cause the waste of storage space, And the system scalability is poor. In view of the above shortcoming, this paper designs and realizes a tiered storage system, uses a large data platform to carry on the unified management to the multiple business system data, unifies each business system backup system and the filing system. This Part ...

Research on map/reduce algorithm of web data mining based on cloud computing

Research on map/reduce algorithm of web data mining based on cloud computing Wang BUXU Web Data Mining provides a basis for the automatic processing of the final information by collecting a lot of effective data information in the network and analyzing it effectively. In the face of web data mining processing a large number of data information, especially the number of data daily growth in geometry, its algorithm is particularly complex, large storage and other comprehensive problems, we embed cloud computing into the data mining. Research on map/reduce algorithm of web data mining based on cloud computing

Data Mining microblogging business opportunities

Weibo is very popular, while the popular business model is still in the exploratory stage, spending more than making. Weibo has a wide range of business directions, both based on the fractional deployment of the enterprise, earning revenue by providing a standardized microblogging solution, and http://www.aliyun.com/zixun/aggregation/17574.html "> based on the media platform" Advertising, but also through the provision of flow aggregation and guidance from the search and electronic business to obtain revenue; another is based on user data mining ...

The basis of data mining microblogging technology marketing

Micro-blog's own operating mechanism, decided to rely on technical means to implement micro-BO marketing, data mining is an inevitable choice can not be bypassed. Weibo is the most marketing value in addition to the people themselves (for human marketing can not rely entirely on technology, the dialogue between people is the most important), is a large number of rapidly changing data.   Compared with other marketing platform, for Bo marketing needs from a large number of incomplete, noisy, fuzzy, random data extract implied in it, people do not know beforehand, but is potentially useful information, and even the psychological characteristics of users of Weibo. ...

Large data mining based on pervasive cloud

Large data mining based on ubiquitous cloud Shinang Wang Wenjia hp through a large number of relevant literature, summarizing the basic concepts of large data and pervasive cloud, this paper presents a large data mining architecture based on ubiquitous cloud, demonstrates its feasibility, discusses its operating mode and performs performance analysis,   The key technologies involved in large data mining based on pervasive Cloud are analyzed and summarized. Large data mining based on pervasive cloud

Futures Capital Management strategy try "big data" mining

"Big Data" era, the data is the resources, is the productivity, who owns the data and the ability to dig and process data deeply, who occupies the commanding heights. In the early stages of futures asset management, futures companies have begun to try. Futures Daily reporter learned that has been committed to the industry customer service of the new Lake Futures, in the past years of development, through various industrial forums and industrial chain research, accumulated a wealth of industrial customer resources. Based on this advantage, the new Lake Futures asset Management development ideas from the beginning is somewhat unique. "Pure quantitative trading strategies without ...

Futures Capital Management strategy try "big data" mining

"Big Data" era, the data is the resources, is the productivity, who owns the data and the ability to http://www.aliyun.com/zixun/aggregation/10222.html the data "> Deep excavation and processing, who occupies the commanding heights." In the early stages of futures asset management, futures companies have begun to try. Futures Daily reporter learned that has been committed to the industry customer service of the new Lake Futures, in the past years of development, through various industrial forums and industrial chain ...

Research on mass data processing based on cloud computing and data mining technology

Research on mass data processing based on cloud computing and data mining technology Wang Peng Wang Jian An Guo Baziz mainly introduces the use of the optimized sprint algorithm for mass data processing under the Hadoop platform. This paper introduces the traditional sprint algorithm of data mining algorithm, and then combines the MapReduce programming pattern in cloud computing to improve and optimize the sprint algorithm, porting the parallel sprint algorithm to the Hadoop platform, and finally realizing the distributed data processing through experiment. Keywords: cloud computing, data mining, SP ...

Website profit from data mining

Intermediary transaction http://www.aliyun.com/zixun/aggregation/6858.html ">seo diagnose Taobao guest cloud host technology Hall The idea was very early, because the topic during school was data mining, Now in the network company is also responsible for this piece, so the data mining and the relationship between the site to have a very deep experience.   Share with you today. What data mining is. To be blunt, is to study the relationship between customer and website. One is to improve the website ...

Analysis of data Mining application in cloud computing

Data mining application analysis of cloud computing Hebei Normal University Yun Xiaodong new sharing method, new foundation and framework, completely different service mode and service standard, this is cloud computing. Around the entire internet, to provide them with convenient, safe, fast network computing services and data storage. Compared with a single computer, the computational speed is faster, the processing method is more and faster with a large number of computer groups to complete the computation and dynamic grid processing capabilities. Combining data mining with cloud computing can provide a lot of solutions for a large number of web data mining ...

"Bdtc Sneak Peek" Chen Yixin: Most concerned about large scale data mining algorithms and dimensionality reduction techniques

December 2014 12-14th, hosted by the China Computer Society (CCF), CCF large data Expert committee, the Chinese Academy of Sciences and CSDN co-organizer of the 2014 China Large Data Technology conference (DA data Marvell Conference 2014,BDTC 2014 will be opened at Crowne Plaza Hotel, New Yunnan, Beijing. The three-day conference aims to promote the development of large data technology in the industry, and to set up "large data Infrastructure" and "large data ..."

The video industry's big data mining is less than 1%.

In the big data age, the data is changing our thinking. There are a few pictures to let us see, the first picture, published in July 2013, a number of Chinese Internet, the second is the proportion of Chinese mobile internet users, I think we should pay attention to the growth rate of mobile phone is very high. At the same time to share with you a data, Archie in the mobile end of the layout is relatively early, we started in 2011 to predict when the mobile end of the flow will exceed the PC side. We originally had a forecast at the end of 2013, but after actual operation, actually in 2013 of 9 ...

The association algorithm for the data mining of electric quotient

The connection, in fact, is very simple, is a few things or events are often at the same time, "Beer + diapers" is a very typical two related products. The so-called association, which reflects the knowledge of dependencies or associations between an event and other events. When we look up English literature, we can find that there are two English words that can describe the meaning of association. The first is correlation relevance, and the second is correlation association, both of which can be used to describe the degree of association between events. The former is mainly used in Internet content and documents, such as search engine algorithm Chinese file ...

Shanda literature wins International data mining competition

Data mining technology who is the strongest? Cmki CUP (International Data Mining Competition), held in mainland China for the first time, has been closed recently, with outstanding international rivals such as ebay and the grand prize winning the title of the competition with excellent results. This not only shows the royal literature in the user demand mining strength, but also represents the "Big data" era, China's data mining and information retrieval in the international leading position. CIKM's full name is Analysys conference on information and Knowl ...

Let patients share their experiences, try to use data mining to get medical data

Abstract: The so-called long illness into doctor, each person in their own experience in the doctor can harvest a lot of relevant knowledge and experience, the experience to move to the line, to build a patient communication community, it is the Xiamen start-up company patient as I am doing. Patients such as my so-called "long illness into a doctor," each person in their own experience in the doctor can harvest a lot of relevant knowledge and experience, the experience to move to the line to build a patient communication community, it is the Xiamen start-up company "Patients like Me" is doing. "Patient Like Me" is a UGC patient exchange community. At the same time also have data digging ...

Application of data mining in the field of financial securities trading

On the evening of July 28, the "Data mining in the field of financial securities trading application Experience sharing", organized by the CTO Club of CSDN's senior technical Management headquarters, was held successfully at the Haidian Bridge Garage Café, the first line of the CTO Club's financial industry software Professional Committee since its inception. The event invited to Phoenix Senior technical manager Wang, and Rui Network CTO Gang Jianhua, Sohu Financial Division, senior engineer Zhaoschang, finance technical director Wu Yu and other guests, sharing in the securities trading market data analysis field involved in the experience and technology, and data mining ...

Parallel data mining algorithm in high performance data cloud

Implementing Parallel Data Mining algorithm on high configured data Cloud Nirali R. Sheth, J. Shah in-Monitors we design A Ssociation rule based parallel data mining algorithm ...

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