Přibližná shoda znakových řetězců a její aplikace na ztotožňování metadat vědeckých publikací / Approximate equality of character strings and its application to record linkage in metadata of scientific publications

Description

The thesis explores the application of approximate string matching in scientific publication record linkage process. An introduction to record matching along with five commonly used metrics for string distance (Levenshtein, Jaro, Jaro-Winkler, Cosine distances and Jaccard coefficient) are provided. These metrics are applied on publication metadata from V3S current research information system of the Czech Technical University in Prague. Based on the findings, optimal thresholds in the F​1​, F​2​ and F​3​-measures are determined for each metric.

Links & Downloads

1. http://www.nusl.cz/ntk/nusl-415121

Tags

Additional Fields

Identifer	oai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:415121
Date	January 2020
Creators	Dobiášovský, Jan
Contributors	Dvořák, Jan, Ivánek, Jiří
Source Sets	Czech ETDs
Language	Czech
Detected Language	English
Type	info:eu-repo/semantics/masterThesis
Rights	info:eu-repo/semantics/restrictedAccess