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fuzzy-matching

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Java Architect Essentials
Java Architect Essentials
Aug 1, 2024 · Backend Development

Implementing Fuzzy Company Name Matching with MySQL RegExp in a Business Approval Workflow

This article describes a business approval scenario where a company name entered by a business user must be checked for duplicates, and explains how to implement fuzzy matching using MySQL RegExp, tokenization with IKAnalyzer, and Java service code to extract, preprocess, match, and rank results by relevance.

DatabaseJavaMySQL
0 likes · 11 min read
Implementing Fuzzy Company Name Matching with MySQL RegExp in a Business Approval Workflow
Top Architect
Top Architect
Jul 11, 2024 · Backend Development

Implementing Fuzzy Company Name Matching with MySQL REGEXP and Java

This article describes a backend solution for a company approval workflow that extracts key information from company names, tokenizes them using IKAnalyzer, applies MySQL REGEXP for fuzzy matching, and sorts results by match degree, complete with code examples and deployment tips.

DatabaseJavaMySQL
0 likes · 17 min read
Implementing Fuzzy Company Name Matching with MySQL REGEXP and Java
Java Tech Enthusiast
Java Tech Enthusiast
Jul 8, 2024 · Databases

Fuzzy Company Name Matching Using MySQL Regular Expressions

The article describes a MySQL‑based fuzzy matching solution for preventing duplicate company entries in a business‑approval workflow, detailing preprocessing of Chinese company names, word segmentation with IKAnalyzer, RegExp pattern generation, and a custom SQL query that ranks results by keyword‑match ratio without using external search engines.

Chinese Word SegmentationMySQLcompany name validation
0 likes · 9 min read
Fuzzy Company Name Matching Using MySQL Regular Expressions
Test Development Learning Exchange
Test Development Learning Exchange
Apr 16, 2024 · Artificial Intelligence

Fuzzy String Matching in Python with difflib, fuzzywuzzy, and TheFuzz

This article demonstrates how to perform fuzzy string matching in Python using three libraries—difflib, fuzzywuzzy (with python-Levenshtein), and TheFuzz—by defining matching functions, installing required packages, and providing example code that finds the best match for a given pattern among a list of candidate strings.

FuzzyWuzzyPythonTheFuzz
0 likes · 3 min read
Fuzzy String Matching in Python with difflib, fuzzywuzzy, and TheFuzz
Python Programming Learning Circle
Python Programming Learning Circle
Apr 29, 2022 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This tutorial explains how to use the Python FuzzyWuzzy library, which relies on Levenshtein distance, to perform fuzzy string matching for tasks such as normalizing province or company names, and provides complete code examples and practical applications.

FuzzyWuzzyLevenshteinPython
0 likes · 10 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python