Choco: a chord corpus and a data transformation workflow for musical harmony knowledge graphs

J de Berardinis, A Meroño-Peñuela, A Poltronieri… - Scientific Data, 2023 - nature.com
Various disconnected chord datasets are currently available for music analysis and
information retrieval, but they are often limited by either their size, non-openness, lack of …

The polifonia ontology network: Building a semantic backbone for musical heritage

J de Berardinis, VA Carriero, N Jain, N Lazzari… - International Semantic …, 2023 - Springer
In the music domain, several ontologies have been proposed to annotate musical data, in
both symbolic and audio form, and generate semantically rich Music Knowledge Graphs …

The harmonic memory: a knowledge graph of harmonic patterns as a trustworthy framework for computational creativity

J de Berardinis, A Meroño-Peñuela… - Proceedings of the …, 2023 - dl.acm.org
Computationally creative systems for music have recently achieved impressive results,
fuelled by progress in generative machine learning. However, black-box approaches have …

[HTML][HTML] A roadmap for craft understanding, education, training, and preservation

X Zabulis, N Partarakis, I Demeridou, P Doulgeraki… - Heritage, 2023 - mdpi.com
A roadmap is proposed that defines a systematic approach for craft preservation and its
evaluation. The proposed roadmap aims to deepen craft understanding so that blueprints of …

The music meta ontology: a flexible semantic model for the interoperability of music metadata

J de Berardinis, VA Carriero, A Meroño-Peñuela… - arxiv preprint arxiv …, 2023 - arxiv.org
The semantic description of music metadata is a key requirement for the creation of music
datasets that can be aligned, integrated, and accessed for information retrieval and …

[HTML][HTML] The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz

P Proutskova, D Wolff, G Fazekas, K Frieler… - Journal of Web …, 2022 - Elsevier
Jazz is a musical tradition that is just over 100 years old; unlike in other Western musical
traditions, improvisation plays a central role in jazz. Modelling the domain of jazz poses …

The music annotation pattern

J de Berardinis, A Meroño-Peñuela… - arxiv preprint arxiv …, 2023 - arxiv.org
The annotation of music content is a complex process to represent due to its inherent
multifaceted, subjectivity, and interdisciplinary nature. Numerous systems and conventions …

Semantic Web and Creative AI--A Technical Report from ISWS 2023

RA Ahmad, R Alharbi, R Barile, M Böckling… - arxiv preprint arxiv …, 2025 - arxiv.org
The International Semantic Web Research School (ISWS) is a week-long intensive program
designed to immerse participants in the field. This document reports a collaborative effort …

[PDF][PDF] Knowledge graph construction from musicxml: An empirical investigation with sparql anything

M Ratta, E Daga - 2022 - oro.open.ac.uk
Multimodal knowledge graphs are gaining momentum because of their ability to integrate
multiple types of representations. In particular, Musical Heritage Knowledge Graphs …

[KNIHA][B] Empirical ontology design patterns

VA Carriero - 2024 - books.google.com
In recent years, knowledge graphs (KGs) and ontologies have been widely adopted for
modeling many kinds of domain. They are frequently released openly, something which …