A survey on semantic schema discovery

K Kellou-Menouer, N Kardoulakis, G Troullinou… - The VLDB Journal, 2022 - Springer
More and more weakly structured, and irregular data sources are becoming available every
day. The schema of these sources is useful for a number of tasks, such as query answering …

Schema inference for property graphs

H Lbath, A Bonifati, R Harmer - EDBT 2021-24th International …, 2021 - hal.science
Graphs are pervasive in many applications in which interconnected data are used to
represent, explore and predict digital and real-world phenomena. Oftentimes, graph data …

Hierarchical clustering for property graph schema discovery

A Bonifati, S Dumbrava, N Mir - EDBT 2022: 25th International …, 2022 - hal.science
The property graph model is becoming increasingly popular among users and is currently
employed by several open-source and commercial graph database systems. Although …

Designing XML Schema Inference Algorithm for Intra-enterprise Use

D Uraev, E Babkin - International Conference on Business Informatics …, 2022 - Springer
The paper considers methods for automated XML schema inference for a collection of
documents from the point of the integration and usage at the enterprise. Most existing …

User-oriented exploration of semi-structured datasets

N Barret - 2024 - theses.hal.science
The unprecedent creation, use and share of data around the world has led to new
applications and economic opportunities. This data is often large, heterogeneous at a …

Ex-Post Evaluation of Data-Driven Decisions: Conceptualizing Design Objectives

T Päivärinta - … Conference on Business Informatics Research, BIR …, 2022 - books.google.com
This paper addresses a need for developing ex-post evaluation for datadriven decisions
resulting from collaboration between humans and machines. As a first step of a design …

Towards an incremental schema-level index for distributed linked open data graphs

T Blume, A Scherp - CEUR Workshop Proceedings, 2018 - dspace.stir.ac.uk
Semi-structured, schema-free data formats are used in many applications because their
flexibility enables simple data exchange. Especially graph data formats like RDF have …

[引用][C] Class Schema Discovery from Semi-Structured Data

EC Neto, J Moreira, L Barbosa, AC Salgado - Journal of Information and Data …, 2023