将数据转化为信息:从哪里开始?
我们(我的公司)运行一个网站,其中记录了大量数据,例如用户注册、访问、点击、他们发布的内容等,但到目前为止,我们还没有一个工具来了解如何监控整个事情或如何找到其中的模式,以便我们了解可以从中获得什么样的信息?以便管理层可以据此做出决策。简而言之,人们在亚马逊或谷歌根据他们检索到的数据所做的事情,我们想要类似的事情。
现在,在介绍之后,我想知道它可以被称为什么技术;是数据挖掘、机器学习还是什么?我们应该从哪里开始将无意义的数据转换为有用的信息?
We (my company) runs a website which have lots of data recorded like user registration, visits, clicks, what the stuff they post etc etc but so far we don't have a tool to find out how to monitor entire thing or how to find patterns in it so that we can understand what kind of information we can get from it? So that Mgmt can take decisions based on it. In short, the people do at Amazon or Google based on data they retrieve, we want a similar thing.
Now, after the intro, I would like to know what technology could it be called;is it Data Mining,Machine Learning or what? Where should we start to convert meaningless data into useful Information?
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我认为您需要进入以下“领域”:解析数据、创建图表、显示某些元素的统计数据等。
没有“简单”的答案,我只能回答您问题的部分内容。
我认为您正在搜索的领域是统计数据分析。但这里有很多部分是结合在一起的。
我能给你的最好建议是为你的分析设定具体的目标,然后尝试看看什么是最好的解决方案,你的问题太开放了。
IE。如果您对访问/点击/网站相关统计感兴趣,Google Analytics 是一个很棒的工具,而且非常易于使用。
I think what you need enters in the "realm" of: parsing data, creating graphs, showing statistics about some elements, etc.
There is no "easy" answer, I can only answer parts of your question.
There are no premade magical analytical tools, big companies have their own backend tools tunned to parse the large amounts of data and spit out data summaries that are then used to build graphs or for statistical analysis.
I think the domain you are searching for is statistical data analysis. But there are many parts that go together here.
Best advice I can give you is to set up specific goals for you analysis and then try to see what is the best solution, you question is too open.
ie. if you are interested in visits/clicks/website related statistics Google Analytics is a great tool, and very easy to use.