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Suchen und Finden von Forschungsinformationen leichter gemacht

Author

Listed:
  • Dittgen, Martin

    (d-fine)

  • Metzger, Lina

    (IAB)

  • Thomsen, Ulrich

    (Institute for Employment Research (IAB), Nuremberg, Germany ; IT-Systemhaus der BA)

Abstract

"In this article, we would like to introduce the newly developed search infrastructure that we have built at the *Institute for Employment Research (IAB)* to create optimized access to the metadata and background information of the research database. The new search function is also intended to contribute to a potential increase in research productivity. The infrastructure is based on Elasticsearch with an Angular frontend. We extend the basic func-tionality using Flask microservices, which use word2vec models to promote search creativity and transformer models for abstract searching, even across different languages. In this way, we aim to show how easily and effectively modern NLP models can be combined with traditional search ideas, while simultaneously providing a blueprint for appropriate implementation." (Author's abstract, IAB-Doku) ((en))

Suggested Citation

  • Dittgen, Martin & Metzger, Lina & Thomsen, Ulrich, 2024. "Suchen und Finden von Forschungsinformationen leichter gemacht," FDZ-Methodenreport 202402 (de), Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    • Handle: RePEc:iab:iabfme:202402(de)
    DOI: 10.5164/IAB.FDZM.2402.de.v1
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