Method for computing semantic similarities among short texts

A technology of semantic similarity and similarity calculation, applied in computing, special data processing applications, instruments, etc., can solve problems such as poor grasp of text keywords and neglect of word weights

Active Publication Date: 2014-10-15
XIAMEN TUITE INFORMATION TECH
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method fully considers the problem of semantic ambiguity, but ignores the weight

Method used

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  • Method for computing semantic similarities among short texts
  • Method for computing semantic similarities among short texts
  • Method for computing semantic similarities among short texts

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Embodiment Construction

[0043] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0044] Such as figure 1 as shown, figure 1 It is a flow chart of the method for short text semantic similarity calculation in the present invention.

[0045] The embodiment of the present invention provides a method for calculating the semantic similarity of short texts. The method for calculating the semantic similarity of short texts includes: The present invention provides a method for calculating the semantic similarity of short texts. The method for calculating the semantic similarity of short texts includes the following steps:

[0046] 1) Extract the features of the short text;

[0047] 2) Mat...

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Abstract

The invention provides a method for computing similarities among short texts. The method for computing the similarities among the short texts includes steps of 1), extracting features of the short texts; 2), matching the extracted features of the short texts with one another, and computing the semantic similarities of the short texts. The method has the advantages that semantic fuzziness and weights of terms in the texts are sufficiently considered, and accordingly effects of accurately seizing keywords of the texts can be realized.

Description

technical field [0001] The invention relates to the technical field of text mining, in particular to a method for calculating the semantic similarity of short texts. Background technique [0002] People of different age groups and occupational backgrounds comment or share on Weibo on domestic and foreign news, film and television entertainment, personal life and other topics every day. At present, for the classification of microblog topics, it is entirely dependent on the user to manually use the "#" symbol to add hashtags in the microblog content, and the simplest string matching method is used for the classification of common topics. In this scenario, any two strings that do not match exactly will be treated as different topics. For example, two hashtags with the same semantics, "to travel" and "to travel", will be treated as different topics because the strings cannot be matched. Or, if the user does not add hashtags to the Weibo content, then this Weibo becomes an isol...

Claims

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Application Information

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IPC IPC(8): G06F17/27
Inventor 洪志令吴梅红
Owner XIAMEN TUITE INFORMATION TECH
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