Nlpir: Chinese semantic mining is the key to natural language processing

With the development of science and technology and the popularization of network, people can get more and more data, most of which are in the form of text. These textual data are mostly complicated, which leads to the situation that the data is large but the information is rather scarce. How to obtain the useful information from these complicated text data is getting more and more attention by people.

Data mining technology is a new field of current data technology development, and text mining has a shorter development history. The traditional information retrieval technology is not satisfactory to the massive data processing, the text mining becomes more and more important, the visible text mining technology is gradually evolved from the information extraction and the related technology domain.

as a new topic of data Mining, text mining has aroused great interest and is also a controversial research direction. Text mining is the process of extracting previously unknown, understandable, and ultimately usable information or knowledge from a large amount of textual data. Intuitively, this process is called text mining when the object of the data mining is composed entirely of the data type of the text.

text mining not only handles a large amount of structured and unstructured document data, but also deals with complex semantic relationships, so most of the existing data mining techniques cannot be applied directly to them. For unstructured problems, one way is to develop a new data mining algorithm directly to the unstructured data mining, the data is very complex, resulting in a high complexity of the algorithm , the other way is to structure the unstructured problem, using the existing data mining technology to mining, The current text mining is generally used in this way. For semantic relations, it is necessary to integrate computational linguistics and natural language processing to analyze the results.

Ling Jiu Software Nlpir Large semantic Intelligent Analysis platform for the comprehensive needs of Chinese data mining, the integration of network precision acquisition, natural language understanding, text mining and semantic search research results, has lasted 18 years, service the world's 400,000 institutional users, is a big time semantic intelligence analysis of a big weapon.

　　Nlpir Large semantic Intelligent Analysis platform platform for the needs of Internet content processing, the fusion of natural language understanding, Web search and text mining technology, provides two times for technology development of the basic toolset. The development platform consists of multiple middleware, each middleware API can be seamlessly integrated into the customer's various complex application systems, compatible with Windows,linux, Android,maemo5, FreeBSD and other operating system platforms, can be used for java,c,c# and other types of development language use.

　　Nlpir can meet the needs of the application to deal with big data text in all aspects, including big data complete technology chain: Network acquisition, text extraction, Chinese and English word segmentation, pos tagging, entity extraction, word frequency statistics, keyword extraction, semantic information extraction, text categorization, affective analysis, semantic depth extension, simplified encoding conversion , automatic phonetic notation, text clustering, and so on.

with the in-depth application of information technology in various fields of social life in our country, Chinese data processing is becoming an indispensable means in people's work and life. This will promote the efficient Chinese language search engine, real-time machine translation, large-scale Chinese text processing, cross-platform Chinese and Western automatic recognition and conversion, pan-Chinese semantic understanding, Chinese e-commerce and other technologies to achieve a major breakthrough. Nlpir Large Semantic Intelligent Chinese information processing technology has become the research, development, application and industry of the English language has provided an important help, in the growing internet today, NLPIR large semantic intelligence information processing technology will be more mature and innovative.

Nlpir: Chinese semantic mining is the key to natural language processing