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265 results about "Language analysis" patented technology

In simple words, Language Analysis means to understand what a writer is saying in his piece of writing like an essay or an article. Analysis refers to how a writer is conveying his ideas through language techniques, such as figures of speech, sentence structure, tone, word choice, etc.

Method of and apparatus for improving productivity of human reviewers of automatically transcribed documents generated by media conversion systems

An apparatus for improving productivity of human reviewers of transcribed documents generated by media conversion systems includes a server / client network of computers, memories and file systems. The server receives and stores voice files created by users of the system. The server is configured for coupling to a speech-to-text media conversion system to receive converted text files of the audio voice files. The server analyzes the converted text files and routes the converted files to the appropriate reviewers according to an adaptive algorithm. The converted files are displayed on the assigned reviewer's screen at the reviewer's workstation. To aid the reviewer in pinpointing potential errors, the workstation displays different segments of the converted files in different colors to reflect different confidence levels of transcription accuracy. Portions of the original voice message that correspond to the potential errors are played back for the reviewer. The reviewers' workstations also perform productivity enhancing functions such as spelling and grammar checking. After the reviewer has made all the necessary corrections, the reviewed files are transmitted back to the server to be stored and accessed by the users. A user database in the server is also updated to store recurrent user-specific errors corrected by the reviewer. A language analysis system is also disposed to adaptively correct user-specific errors in future reviews according to the information in the user database.
Owner:AVAYA INC

Natural language processing-based multi-language analysis method and device

The invention discloses a natural language processing-based multi-language analysis method and device. The method comprises the following steps of: selecting to input a natural language text information language category through a language detection training model; obtaining word embedding expression information of corresponding words which can be recognized by a computer through a trained word vector model, and extracting a keyword of the obtained word embedding expression information through a TF-IDF manner; calculating an article vector and a category vector of each preset category according to the keyword and a keyword weight, and calculating a similarity between an article of natural language text information and each preset category so as to determine a text classification result ofthe natural language text information; and inputting the word embedding expression information of the natural language text information into a trained convolutional neural network and a parallel-framework text emotion analysis model of a bidirectional gate circulation unit, and obtaining a final emotion tendency value through calculation. According to the method and device, the problem that traditional multi-language analysis method needs to know domain knowledges of related linguistics and needs plenty of manpower to carry out operation is solved.
Owner:北京百分点科技集团股份有限公司

Information classification system, information processing apparatus, information classification method and program

An information classification system includes a server that includes a knowledge base that receives classification information to be classified, conducts language analysis of the classification information to acquire a plurality of keywords and classify the plurality of keywords into elements made up of a classification target word and a related word that modifies the classification target word, and conduct a search with the related word being for a judgment condition for decision of the classification while separating the classification target word from the related word, so as to assign a classification identification value to the information; a classification candidate extraction section that extracts the classification identification value that the knowledge base assigns to generate an automatic classification result; and a classification update section that receives the automatic classification result, displays a GUI for classification confirmation allowing confirmation of correctness of the automatic classification result, and corrects registered items in the knowledge base with a correction value received through the GUI for classification confirmation while referring to log data that is a processing history about automatic classification for the language analysis and the element classification.
Owner:IBM CORP

System and method for public opinion monitoring analysis and intelligent distribution processing of coordination center

The invention provides a system and a method for public opinion monitoring analysis and intelligent distribution processing of a coordination center. Public opinion information to be analyzed is acquired by information acquiring equipment; language analysis information is generated by intelligent language analysis equipment; the language analysis information is classified to corresponding user intention types and corresponding business types by intelligent semanteme analysis equipment, and importance scores, emergency scores and user emotion scores of the language analysis information are respectively calculated; matching search is carried out by intelligent answer engine equipment; language analysis information processing tasks are distributed to customer service staff by the intelligent information distribution equipment and are sent to information processing equipment; the result for processing the language analysis information by the customer service staff is acquired by information processing equipment, and the result or the response to questions received from the intelligent answer engine equipment is automatically fed back to a corresponding web page. The system and the method can acquire mass data efficiently, intelligent analysis public opinion content and intelligently and efficiently distribute processing tasks.
Owner:SHANGHAI CTRIP COMMERCE CO LTD
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