Intention prediction method and device

An intentional and unintentional technology, applied in the field of intention prediction, can solve the problems that customers do not know how to accurately describe, cannot predict intentions, and the accuracy is not high, so as to avoid long training time, good prediction effect, and fast prediction process.

Active Publication Date: 2020-11-13
南京福佑在线电子商务有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

It describes an improved way that predictes how likely someone will want something based on their own past experiences rather than relying solely on previous ones like saying yes before getting ready to leave home. By generating similarities between two different things over time, it becomes easier if there're no prior knowledge about them. Additionally, while waiting too much for new material, the system uses these features instead of just comparing existing materials against each other to make better decisions. Overall, this technology improves efficiency and precision in making recommendations from users.

Problems solved by technology

This patented describes different ways that people can use their own conversations when they want something done better than just giving them one-on-one conversation instead of waiting long hours before actually doing it themselves. These techniques help reduce stress by providing accurate identification of what needs attention from users who are struggling to communicate effectively over time.

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  • Intention prediction method and device

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Embodiment Construction

[0033] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0034] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances for th

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Abstract

The invention discloses an intention prediction method and device. The method comprises the steps of: generating data needed by prediction according to dialogue information inputted by a user, and inputting the data into a similarity model to obtain predicted intentions corresponding to the dialogue information and the similarity of the predicted intentions; when the similarity of the predicted intentions is smaller than a first threshold value, outputting reply information of the predicted intentions; when the similarity of the predicted intentions is larger than a second threshold value, outputting reply information without intentions, the first threshold value being smaller than the second threshold value; and when the similarity of the predicted intentions is smaller than or equal to asecond threshold value and larger than or equal to a first threshold value, inputting the data into a classification model for secondary prediction, and outputting reply information or inquiry information of the intentions according to an output result of the classification model. The invention aims to quickly and accurately identify the corresponding intention according to the dialogue information.

Description

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Claims

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Application Information

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Owner 南京福佑在线电子商务有限公司
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