A Comparison of Text String Similarity Algorithms for POI Name Harmonisation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F18%3A39913503" target="_blank" >RIV/00216275:25530/18:39913503 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-94544-6_12" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-94544-6_12</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Comparison of Text String Similarity Algorithms for POI Name Harmonisation
Original language description
The article deals with the analysis of harmonisation options of key data from points of interest across different geosocial networks. Data harmonization is realised in the paper by using the five most effective algorithms which compare similarity of text strings. The main aim of this article is to identify the most appropriate algorithm for harmonizing different names of de facto identical points of interest within different geosocial networks. The comparison includes results of the following algorithms: Jaro-Winkler similarity, Levenshtein similarity, Damerau-Levenshtein similarity, Jaccard similarity coefficient and Cosine similarity.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Articulated Motion and Deformable Objects, AMDO 2018 : conference proceedings
ISBN
978-3-319-94543-9
ISSN
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e-ISSN
neuvedeno
Number of pages
10
Pages from-to
121-130
Publisher name
Springer
Place of publication
Heidelberg
Event location
Palma de Malorca
Event date
Jul 12, 2018
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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