Geodata source retrieval by multilingual/semantic query expansion: the Case of Google Translate and WordNet version 3.1

Abstract. In this article, we examined the potential of the current version of WordNet and Google Translate API to enhance the quality of geodata source retrieval in the Dutch geoinformation portal (PDOK) using semantic keywords for the geographic phenomena requested. Keywords gathered from real users’ questions in natural language extracted in an English corpus. Then, these keywords were expanded using WordNet and Google Translate API. Lastly, the results of query expansion were evaluated compared to a manual gold standard and based on information retrieval metrics. Our study shows that the results of query expansion help users by reformulating good alternative queries.

Location
Deutsche Nationalbibliothek Frankfurt am Main
Extent
Online-Ressource
Language
Englisch

Bibliographic citation
Geodata source retrieval by multilingual/semantic query expansion: the Case of Google Translate and WordNet version 3.1 ; volume:3 ; year:2022 ; pages:1-6 ; extent:6
AGILE: GIScience series ; 3 (2022), 1-6 (gesamt 6)

Classification
Bibliotheks- und Informationswissenschaft

Creator
Sajjadian, Maryam
Scheider, Simon

DOI
10.5194/agile-giss-3-60-2022
URN
urn:nbn:de:101:1-2022061605242479346173
Rights
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
Last update
15.08.2025, 7:32 AM CEST

Data provider

This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.

Associated

  • Sajjadian, Maryam
  • Scheider, Simon

Other Objects (12)