Titlebook: New Trends in Database and Information Systems; ADBIS 2024 Short Pap Joe Tekli,Johann Gamper,Ester Zumpano Conference proceedings 2025 The

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Building Model-Driven Knowledge Graphs via?Large Language Modelsem, we propose two different . by which LLMs can be used to improve the accuracy of knowledge graph construction. We demonstrate that a . technique introduces an accuracy-efficiency tradeoff that demands further research.

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978-3-031-70420-8The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl

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New Trends in Database and Information Systems978-3-031-70421-5Series ISSN 1865-0929 Series E-ISSN 1865-0937

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Interestingness Measures for?Exploratory Data Analysis: a?Survey EDA were recently proposed. They all rely on interestingness measures to score the importance of insights. This paper surveys and categorizes the different interestingness measures proposed in the literature for approaches aiming at automating EDA. The lessons learned from this survey allow to point out promising research directions.

LAY

A Preliminary Investigation: Strategies for?Incorporating Logical Rules Into Knowledge Graph EmbeddiThis paper presents our preliminary state-of-the-art studies and bibliographic research on the fusion of knowledge derived from logical rules into machine learning (ML) approaches for knowledge graph completion. It is intended to serve as an initial guide for researchers and practitioners interested in this emerging field of study.

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