Crego Corot, Alfredo Etienne

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Crego Corot
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Alfredo Etienne
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Alfredo Etienne Crego Corot

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2023 - 20242

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Gerade angezeigt 1 - 2 von 2
  • Vorschaubild
    Publikation
    Exploring the role of LLMs in LOINC code mapping
    (Hochschule für Life Sciences FHNW, 2024) Crego Corot, Alfredo Etienne; Laurenzi, Emanuele; Pande, Charuta; Abdagon; Universitätsspital Basel
    11 - Studentische Arbeit
  • Vorschaubild
    Publikation
    A hybrid intelligent approach combining machine learning and a knowledge graph to support academic journal publishers addressing the Reviewer Assignment Problem (RAP)
    (Sun SITE, Informatik V, RWTH Aachen, 2023) Rordorf, Dietrich Hans-Paul; Käser, Josua; Crego Corot, Alfredo Etienne; Laurenzi, Emanuele; Martin, Andreas; Fill, Hans-Georg; Gerber, Aurona; Hinkelmann, Knut; Lenat, Doug; Stolle, Reinhard; Harmelen, Frank
    This paper presents a hybrid intelligent approach that combines natural language processing (NLP) and knowledge engineering to address the Reviewer Assignment Problem (RAP) in scientific peer-review. The approach uses NLP techniques to match a new document with subject experts, and it employs a knowledge graph to identify conflicts of interest (COIs) between the authors of a document and potential reviewers. The approach detects three types of COIs: direct co-authorship, second-level coauthorship, and collaborators from the same institutions. Further, it uses semantic text similarity (STS) matching for peer-reviewing of documents in journals, where potential reviewers are screened from large literature databases. The research approach follows the Design Science Research methodology, where a prototypical system is designed based on the requirements elicited from both the literature and from primary data collection conducted in a publishing house. The approach is evaluated by implementing real-world use cases in the working prototype and by conducting a focus group with potential users, i.e., editors. © 2023 CEUR-WS. All rights reserved.
    04B - Beitrag Konferenzschrift