Information analysis method and device, electronic equipment and computer readable storage medium
An information analysis and pending analysis technology, applied in the field of data processing, can solve the problems of user loss, user economic loss, inability to judge the positive public opinion, negative public opinion or neutral public opinion of public opinion news, so as to reduce unnecessary losses and avoid misunderstanding. , the effect of improving the accuracy
Pending Publication Date: 2021-11-05
北京金堤征信服务有限公司
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Problems solved by technology
[0004] Existing technology cannot accurately identify the polarity of the public opinion news of the enterprise, that is, it cannot judge whether the public opinion news is positive public opinion, negative public opinion or neutral public opinion. development trend, which may cause unnecessary losses to users
For example, in the field of investment, if users cannot timely discover the negative information of their investment companies and then adjust their investment strategies, it may bring huge economic losses to users
Method used
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[0096] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the concept of example embodiments to those skilled in the art. The drawings are merely schematic illustrations of the present disclosure and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted.
[0097] Furthermore, the described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in...
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The embodiment of the invention provides an information analysis method and device, a computer readable storage medium and electronic equipment. The method comprises the steps of obtaining a to-be-analyzed text; predicting a probability value that the to-be-analyzed text is a preset emotion type by using an analysis model obtained by pre-training to obtain a first prediction result, wherein the preset emotion type comprises any one or more of positive emotion and negative emotion; and determining a first emotion type of the to-be-analyzed text based on the first prediction result. According to the technical scheme, the accuracy of the public opinion news recognition result can be improved, wrong understanding of the user on the public opinion news can be avoided, negative public opinion news can be accurately recognized, and unnecessary loss of the user can be reduced.
Description
technical field [0001] The present disclosure relates to the technical field of data processing, and in particular to an information analysis method and device, electronic equipment, and a computer-readable storage medium. Background technique [0002] Public opinion refers to the opinion of the public as the subject on the social managers, enterprises, individuals and other organizations as the object and their political, social and moral aspects around the occurrence, development and change of social events in a certain social space. Orientation produces and holds social attitudes. [0003] With the rapid development of Internet technology, the openness and flexibility of the Internet make it one of the main carriers to reflect social public opinion. Through the information extraction and structured storage of the company's public opinion news, users can easily obtain the comprehensive public opinion information of the company they care about, and it is beneficial to anal...
Claims
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IPC IPC(8): G06F16/9535G06F16/9536G06F16/28G06Q50/00
CPCG06F16/9535G06F16/9536G06F16/288G06Q50/01
Inventor 刘文强
Owner 北京金堤征信服务有限公司