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Text Search Method and System Based on Approximate Concept Lattice in Fuzzy Language

A technology of fuzzy language and text search, applied in the direction of unstructured text data retrieval, text database query, digital data information retrieval, etc. The search time and other issues can reduce the loss of information loss, reduce concepts, and narrow the search scope.

Active Publication Date: 2022-05-27
SHANDONG JIANZHU UNIV +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] At present, when renters search for multiple keywords they are interested in on the rental website, they cannot search for the most relevant or closest information at one time, or the information they search for is not related to the direction they are interested in, which increases the search time. , reducing user experience

Method used

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  • Text Search Method and System Based on Approximate Concept Lattice in Fuzzy Language
  • Text Search Method and System Based on Approximate Concept Lattice in Fuzzy Language
  • Text Search Method and System Based on Approximate Concept Lattice in Fuzzy Language

Examples

Experimental program
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Embodiment 1

[0041] This embodiment provides a text search method based on fuzzy language approximate concept lattice;

[0042] Text search methods based on fuzzy language approximation concept lattices, including:

[0043] S101: Obtain several evaluation language values ​​in the rental housing field; construct a fuzzy language dataset in the rental housing field according to the house, house attributes and the relationship between them;

[0044] S102: According to the fuzzy language dataset in the rental housing field, generate a fuzzy language approximation concept in the rental housing field;

[0045] S103: According to the approximate concept of fuzzy language in the field of rental housing, generate the approximate concept lattice of fuzzy language in the field of rental housing;

[0046] S104: Completing the data for the approximate concept of fuzzy language in the field of rental housing, and obtaining the approximate concept of fuzzy language in the field of rental housing after c...

Embodiment 2

[0185] This embodiment provides a text search system based on fuzzy language approximate concept lattice;

[0186] A text search system based on fuzzy language approximation concept lattice, including:

[0187] an acquisition module, which is configured to: acquire several evaluation language values ​​in the field of rental housing; construct a fuzzy language data set in the field of rental housing according to the house, the properties of the house and the relationship between them;

[0188] A fuzzy language approximate concept generation module, which is configured to: generate a fuzzy language approximate concept in the rental domain according to the fuzzy language dataset in the rental domain;

[0189] A fuzzy language approximate concept lattice generation module, which is configured to: generate a fuzzy language approximate concept lattice in the rental housing field according to the fuzzy language approximate concept in the rental housing field;

[0190] A data complet...

Embodiment 3

[0197] This embodiment also provides an electronic device, including: one or more processors, one or more memories, and one or more computer programs; wherein the processor is connected to the memory, and the one or more computer programs are Stored in the memory, when the electronic device runs, the processor executes one or more computer programs stored in the memory, so that the electronic device executes the method described in the first embodiment.

[0198] It should be understood that, in this embodiment, the processor may be a central processing unit (CPU), and the processor may also be other general-purpose processors, digital signal processors, DSPs, application-specific integrated circuits (ASICs), off-the-shelf programmable gate arrays (FPGAs), or other programmable logic devices. , discrete gate or transistor logic devices, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or th...

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Abstract

The invention discloses a text search method and system based on fuzzy language approximation concept lattice, which can obtain several evaluation language values ​​in the field of renting houses; build fuzzy language data sets in the field of house renting according to houses, house attributes and the relationship between the two; generate house renting Domain fuzzy language approximation concept; generate rental domain fuzzy language approximation concept lattice; get completed rental domain fuzzy language approximation concept; according to the completed rental domain fuzzy language approximation concept and rental domain fuzzy language approximation concept lattice, get completion The final fuzzy language approximation concept lattice in the rental domain; obtain the housing attributes in the rental domain to be searched, input the housing attributes to be searched into the completed fuzzy language approximation concept lattice in the rental domain, and output the search results. Using the completed fuzzy language approximation concept lattice can solve the problem of incomplete evaluation information in the field of renting houses, deal with the incomplete evaluation information, and narrow the search range.

Description

technical field [0001] The invention relates to the technical field of data mining and intelligent information processing, in particular to a text search method and system based on fuzzy language approximation concept lattice. Background technique [0002] The statements in this section merely mention background related to the present invention and do not necessarily constitute prior art. [0003] At present, as an effective data analysis tool, concept lattice has a wide range of applications in information retrieval, software engineering, recommender systems, knowledge discovery and other fields. The concept lattice can be used to discover the implicit concepts and the relationship between the concepts, and the concept lattice can formalize the concepts and represent all the concepts through symbols. However, due to the completeness and accuracy of the classical concept lattice, there will be some limitations in practical applications. In order to represent incomplete info...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/33G06F16/338G06Q30/06G06Q50/16
CPCG06F16/3344G06F16/338G06Q30/0645G06Q50/16
Inventor 邹丽韩强贾慧李滨张志军
Owner SHANDONG JIANZHU UNIV
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