Data Mining Articles

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XML Data Mining: Clustering XML documents to improve data mining

The 3rd part of this XML data Mining series explains several concepts about clustered XML documents and describes the XML document cluster tasks to perform when the content and structure of the document change over time. In real-world applications, XML documents evolve from one version to another, and the number of changes to be implemented is unpredictable. It is normal for the original cluster solution to be eliminated after the change is implemented. To overcome this, this article describes a non-redundant methodology that can recalculate XML documents after a change ...

The five challenges and coping strategies faced by China's large data industry

Victor Maire-Schoenberg, one of the authors of the Great Data Age: A major change in life, work and thinking, has said that, as telescopes allow humans to perceive the universe, microscopes allow humans to observe microbes, and big data opens up a major transformation of the times. Large data, the most fashionable word in the IT field, is simply the ability to quickly obtain value information from a variety of data. The United States was the first country to discover and use the value of large data science. March 2012, the Obama administration announced the investment of 200 million dollars to pull big data related industry development, will "big data ...

Today's headlines mass data depth mining, macro-perspective to grasp the trend of reading

Today's headlines at the Beijing National Convention Center held the "Arithmetic annual data conference." As the leading information client in the country, today's headline has accumulated more than 220 million users in the past two years, with more than 20 million users reading articles of interest on today's headlines every day. At the same time, each refresh and click of these users brings a huge amount of data to today's headlines. The theme of the data conference is "arithmetic", which actually refers to "algorithm" and "data". Today's headline is based on data mining recommendation engine products, through the mass number ...

Perform data mining prediction analysis of large data application at the beginning of distribution chain

In this article, learn how to apply predictive analysis to improve the business operations of multiple functional departments of a wholesale distribution enterprise, and understand the IBM product set, including the http://www.aliyun.com/zixun/aggregation/13568.html "> The research of large data technology and the early application of large data technology with the growth of skills and data in the future. This article focuses on the predictive analysis and its related analysis process, and you may have learned a lot about it in other forums. These articles are not limited to ...

Long Tail keyword Mining skills four: The specific work of excavation

Intermediary transaction http://www.aliyun.com/zixun/aggregation/6858.html ">seo diagnose Taobao guest cloud host technology Hall Everybody Good, I am the empty son rain." I have written three articles in front of the long Tail keyword excavator Qiao three: Analysis of user psychology, the "long tail keyword mining techniques two: To do three aspects" and "long tail keyword mining techniques one: to figure out the four problems", are talking about the long tail of the keywords mining skills of some experience, but the total feeling ...

Improving the user experience of a website from the perspective of data mining

Intermediary transaction http://www.aliyun.com/zixun/aggregation/6858.html ">seo diagnose Taobao guest cloud host technology Hall improve the experience of site users, thereby enhancing customer satisfaction, we may need to do a lot of things, Many people also have their own views, some people say to do a good job of the site's interface optimization, some people say is to plan special activities to attract more users, and so on, these optimizations from the general level can improve the user's satisfaction, but to do ...

Big Data worries

In addition to simple bytes and bits, big data now creates billions of of dollars in business opportunities.   Some business organizations, such as retailers and manufacturers, analyze the customer's postal code and purchase records, and discover the limitless power that large data brings to the business development. According to the research department of the McKinsey Global Cato and McKinsey consulting firm, Big data will yield a 60% profit growth rate for the retail industry. And a recent study by the Boston consulting firm shows that customers ...

Analysis of "Writing classics" from the development of A5 articles

The intermediary transaction SEO diagnose Taobao guest Cloud host technology Hall Everything in the world is developing, this sentence is true, 2009 Amoy is a piece of incense, and now is a hot potato, 2010 seo know very little, and now already is the price of cabbage,   In short, there is nothing impossible in the ever-changing world of the Internet, but we cannot be indifferent to these changes, because any change must have its own cause, and we are sure to get the understanding when we think about it. Then the topic will lead to soft ...

BDTC ppt Collection (v): Challenges and prospects for large data

From the 2008 60-man "Hadoop in China" technology salon, to the current thousands of-person scale of the industry technology feast, the seven-year BDTC (large data technology conference) has fully witnessed the transformation of China's large data technology and applications, faithfully depicting the large data field of technology hotspots, Precipitated countless valuable industry experience. At the same time, from December 2014 12 to 14th, the largest China data technology event will continue to lead the current field of technology hotspots, sharing the industry experience. In order to better understand the trend of industry development, understanding of enterprises ...

Big Data 2014 faced with a number of urgent "national Big Data Strategy" macro-planning

Big data goes from "concept" to "value", based on large data recommendations and forecasts gradually popular, data science will rise, security and privacy become an important issue, the large data industry into a strategic industry-this is the Chinese Computer Society large Data Expert committee on the "Big Data" 2014 Ten trends in the prediction of the content. In this forecast, it also includes data commercialization and data sharing alliance, large data ecological environment development and so on. At the same time, the large data experts committee predicts that 2014, the Internet and E-commerce, Finance (stock market forecasts, financial Analysis), health care (epidemiological monitoring and forecasting ...).

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