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Bc. Veronika Aksamítová

Master's thesis

Data analysis of production defect data

Data analysis of production defect data
Abstract:
Hlavným cieľom tejto práce je návrh a implementácia systému schopného vyhľadávania podobných dát popisujúcich chyby v produkcií, na základe textovej podobnosti. Druhým cieľom práce je analýza dát o chybách v produkcii. Prvá časť popisuje kontext práce. Teoretické koncepty z vyhľadávania podobnosti, ako algoritmus Tf – idf, niekoľko typov mier porovnávania na základe slov a rôzne základné tvary slova …more
Abstract:
The main objective of this master thesis is the design and implementation of the system which will provide a text-based similarity search for production defected data and the basic analyses of these data. The first part describes the context of the master thesis. Theoretical concepts from similarity search, like Term frequency – Inverse document frequency, several types of term-based similarity measures …more
 

Keywords

Information Retrieval Similarity Similarity search Term frequency – Inverse document frequency (TF – IDF) Cosine similarity Lemmatization Regular expressions
 
Language used: English
Date on which the thesis was submitted / produced: 21. 5. 2018
Identifier: https://is.muni.cz/th/cil06/

Thesis defence

  • Date of defence: 20. 6. 2018
  • Supervisor: doc. Ing. RNDr. Barbora Bühnová, Ph.D.
  • Reader: PhD Bruno Rossi

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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatiky
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Masaryk University

Faculty of Informatics

Master programme / field:
Applied Informatics / Applied Informatics

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