Detail výsledku

Testing of Various Approaches for Semiautomatic Parish Records Word Standardization

ROZMAN, J.; HŘÍBEK, D.; ZBOŘIL, F. Testing of Various Approaches for Semiautomatic Parish Records Word Standardization. In JIST: Joint International Semantic Technology Conference. Communications in Computer and Information Science. Communications in Computer and Information Science. Hangzhou: Springer International Publishing, 2019. no. 1157, p. 21-33. ISBN: 978-981-1534-11-9. ISSN: 1865-0929.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Rozman Jaroslav, Ing., Ph.D., UITS (FIT)
Hříbek David, Ing.
Zbořil František, doc. Ing., Ph.D., UITS (FIT)
Abstrakt

This paper deals with the clustering of words from parish records. Clustering is essential for downstream standardization. In the past, mostly in the 17th and beginning of 18th century, the names did not have a standard form, thus for further work, it is essential to create clusters of words that have the same meaning. Besides names, the parish records are in the various languages - Czech, German, Latin, so if we want to have relations between people, occupations, or causes of death in one language, we need to standardize it.
The first step of standardization is pre-processing, then we compare words, and the last step is classification into clusters. The most crucial step here is a comparison of words. We have tested various approaches like Levenshtein distance and its modifications, Q-grams, Jaro-Winkler, and phonetic codings like Soundex and Double-Metaphone. All those methods have been with types of words that can appear in parish records first and last names, occupation, village, and relationship between people. From these tests, we have chosen the most suitable ways for the clustering of different types of words.

Klíčová slova

Words clustering, Parish records, Levenshtein distance,
Soundex, Double Metaphone

Rok
2019
Strany
21–33
Časopis
Communications in Computer and Information Science, roč. 1157, č. 1157, ISSN 1865-0929
Sborník
JIST: Joint International Semantic Technology Conference
Řada
Communications in Computer and Information Science
Konference
JIST2019: The 9th Joint International Semantic Technology Conference
ISBN
978-981-1534-11-9
Vydavatel
Springer International Publishing
Místo
Hangzhou
DOI
10.1007/978-981-15-3412-6_3
UT WoS
000679332100003
EID Scopus
2-s2.0-85081172124
BibTeX 
@inproceedings{BUT162369,
  author="Jaroslav {Rozman} and David {Hříbek} and František {Zbořil}",
  title="Testing of Various Approaches for Semiautomatic Parish Records Word Standardization",
  booktitle="JIST: Joint International Semantic Technology Conference",
  year="2019",
  series="Communications in Computer and Information Science",
  journal="Communications in Computer and Information Science",
  volume="1157",
  number="1157",
  pages="21--33",
  publisher="Springer International Publishing",
  address="Hangzhou",
  doi="10.1007/978-981-15-3412-6\{_}3",
  isbn="978-981-1534-11-9",
  issn="1865-0929"
}
Projekty
Bezpečné a spolehlivé počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-17-4014, zahájení: 2017-03-01, ukončení: 2020-02-29, ukončen
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
Možnosti tvorby komunitní genealogické databáze se sémantickou informací a zahrnutou neurčitostí, TAČR, Program na podporu aplikovaného společenskovědního a humanitního výzkumu, experimentálního vývoje a inovací ÉTA., TL01000130, zahájení: 2018-03-01, ukončení: 2021-02-28, ukončen
Výzkumné skupiny
Výzkumná skupina inteligentních systémů (VZ INTSYS)
Pracoviště
Ústav inteligentních systémů (UITS)
Nahoru