NLA natural language analysis makes data analysis more intelligent

In recent years , With the rapid development of Technology , Many enterprises are facing transformation , The enterprise is right BI There is a growing demand for , More and more flexible 、 More intelligent BI Tools , To reduce the difficulty of analysis , And can quickly carry out data analysis and research .NLA Natural language analysis is a function born in the context of data analysis , Provide users with more intelligent and convenient data analysis .

In the era of big data , How to effectively use information resources is particularly important . In traditional applications , Data is often stored in a database , The person concerned needs to write a query statement to query the data . however , Because the data retrieval method is inconvenient , Especially in the absence of relevant information , It's hard to query .

NLA Natural language analysis is made by smart software Smartbi Launched a smart fit BI New functions , With V10.5 Version release , And won many columns . In terms of product capabilities , Smartbi It is closely related to the actual situation of the enterprise , Continuously improve the performance of its products , Enhanced from data 、 data mining 、 modeling 、 Natural language analysis and many other aspects , To provide customers with a full range of 、 Comprehensive big data analysis services , Solve data analysis problems for users .

Smartbi The invention of natural language parsing technology enables data retrieval to be realized on the basis of natural language . Only after entering a message on the voice or keyboard ,“AI Smart wheat ” It will transform the input natural language into a meta model of a language , Then use the knowledge extraction algorithm of wheat field , Translate it into a language that can be understood by machines . Last , utilize Smartbi Preset query engine and drawing engine , Be able to quickly 、 Accurately find the query results required by users , And can automatically generate graphic output , And compare the query results with Smartbi Combine , And further analysis . Compared with traditional data retrieval methods , It is more convenient to use natural language for data retrieval 、 quick .

In technological innovation , Smartbi Always leading the industry , Developed NLA Natural language analysis system , Natural language query is introduced 、 Knowledge map 、 Artificial intelligence technologies such as recommendation algorithms and machine question answering , Make it smarter 、 Easier to use .

Smartbi Continuously strengthen the ability of data modeling , Link business knowledge to data models , Combine data model with index management , It can reduce the modeling cost , It can also be combined with the feedback mechanism , Form a closed loop , Thus, the accuracy of query is improved .

Introduction of conversational analysis function , It allows users to think from a business perspective , Input questions in natural language , stay PC And mobile terminals , Present the required information quickly , And show the results of the analysis in the question and answer , Thus, the efficiency of analysis is improved , Make data analysis more intelligent .

Smartbi At the same time, it also provides customers with data preprocessing , Application of machine learning algorithms , model training , assessment , Deploy , The whole life cycle of service publishing .

Want to know more about natural language analysis NLA Product functions of , You can log in. Smartbi Learn about , Now the personal version also supports long-term free trial ~