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COMPARING NATURAL LANGUAGE PROCESSING TO STRUCTURED QUERY LANGUAGE ALGORITHMS
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2019 (English)Independent thesis Basic level (degree of Bachelor), 10 credits / 15 HE creditsStudent thesis
Abstract [en]

Using natural language processing to create Structured Query Language (SQL) queries has many benefi€ts in theory. Even though SQL is an expressive and powerful language it requires certain technical knowledge to use. An interface effectively utilizing natural language processing would instead allow the user to communicate with the SQL database as if they were communicating with another human being. In this paper I compare how two of the currently most advanced open source algorithms (TypeSQL and SyntaxSQL) in this €field can understandadvanced SQL. I show that SyntaxSQL is signi€cantly more accurate but makes some sacri€ces in execution time compared to TypeSQL.

Place, publisher, year, edition, pages
2019. , p. 30
Series
UMNAD ; 1187
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:umu:diva-163310OAI: oai:DiVA.org:umu-163310DiVA, id: diva2:1351112
Educational program
Bachelor of Science Programme in Computing Science
Supervisors
Examiners
Available from: 2019-09-13 Created: 2019-09-13 Last updated: 2019-09-13Bibliographically approved

Open Access in DiVA

fulltext(1919 kB)48 downloads
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File name FULLTEXT01.pdfFile size 1919 kBChecksum SHA-512
e5113fd682d630e1b0a02da0d92fd292ad50ae2f4d926bc9fa1bb7934e3b13c5d3e307dbb9565d9ce55c37a94b232fba54c6ad5ade50b43bed576809cbdfb400
Type fulltextMimetype application/pdf

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf