Polifonia: a digital harmoniser for musical heritage knowledge

Risultati finali

Updated version of a Data Management Plan DMP to support the management of the outputs of the project during the development of the project and after the project has ended

First Data Management Plan

First version of a Data Management Plan DMP to support the management of the outputs of the project during the development of the project and after the project has ended

Plan for Exploitation, Dissemination and Communication of Results - 2nd version

This deliverable contains a first quantitative and qualitative report on planned and completed communication and dissemination activities success measures against the stated goals and recommended modifications to the original strategy Also the initial Exploitation and Business Plan outlines the exploitation activities planned for during the project and an initial exploitation and business plan based on initial feedback from industry experts

Ontology testing and evaluation report; knowledge graph documentation and access interfaces - 1st version

Reports on the results of evaluating the ontologies with consistency analysis testing linked data quality metrics and requirements analysis Provides technical documentation on the use and access to the Polifonia knowledge graph

Roadmap and pilot requirements - 2nd version

Provides a common framework to all pilots for 1 coordinating collections of resources for use in the pilots 2 gathering requirements from internal and external adoptersstakeholders 3 setting objectives and challenges 4 monitoring validation within the pilot tasks

Pilots development - collaborative methodology and tools.

Describes the role of the Technical Board and the methods and tools used to support the collaboration and coordination of technical efforts from the partners towards the realisation of the ecosystem of software and tools supporting the pilots

Roadmap and pilot requirements 1st version.

Outlines the modalities by which the resources needs objectives and quality standards of the pilots will be defined

Plan for Exploitation, Dissemination and Communication of Results - 1st version

The initial strategy for project dissemination and communication This is based on a needs analysis of the different target user groups Start of the Dissemination and Communication Team and the initiation of the editorial outreach calendar

Intermediate validation reports for pilots: MEETUPS and ACCESS

Provides a validation report on the basis of the modalities regarding the pilots resources needs objectives and quality standards defined upstream This report focuses on pilots MEETUPS and ACCESS

Analysis of music repositories to identify musical patterns

Report on experiments with music representations to identify statistically significant patterns in available repositories of structured music information

Web presence and Polifonia image

Development of a digital communication plan to present Polyphony and the results achieved by the projectDevelopment of the brand image of the project and the required communication materials

Analysis of found musical patterns to identify their relationships

Relying on results of previous deliverables in this workpackage this deliverables reports on experiment to extract relationships between identified patterns in repositories of structured music information

Intermediate validation reports for pilots: INTERLINK and FACETS

Provides a validation report on the basis of the modalities regarding the pilots resources needs objectives and quality standards defined upstream This report focuses on pilots INTERLINK and FACETS

Intermediate validation reports for pilots: TONALITIES, TUNES, MUSICBO and CHILD

Provides a validation report on the basis of the modalities regarding the pilots resources needs objectives and quality standards defined upstream This report focuses on pilots TONALITIES TUNES MUSICBO and CHILD

Policy brief

Reports in the form or recommendation targeting policy makers a summary of the project results so far and the lessons learned by all partners 1st version

Intermediate validation reports for pilots: ORGANS and BELLS

Provides a validation report on the basis of the modalities regarding the pilots resources needs objectives and quality standards defined upstream This report focuses on pilots ORGANS and BELLS

Tools for haptic and gestural interaction with music - 1st version

Interfaces that investigate the roles that gesture and haptic sensation can play in supporting musical exploration and engagement. Devices, software, and related documentation. Version 1.

Software tool for mining patterns in music repositories

Based on results D31 and D32 this deliverable described a developed software tool to extract from a given repository of structured music information

Ontologies and knowledge graphs of music objects, patterns, and software package - 1st version

Description of ontologies for musical objects Score Ontology patterns Musicianship Ontology and musical heritage metadata Technical report of the software that transforms music collections into knowledge graphs according to these ontologies

Plurilingual corpora containing source texts in English, French, Spanish and German

Release of plurilingual corpora containing source texts in English French Spanish and German

Interrogation and annotation of plurilingual corpora for discourse analysis

Release of annotated plurilingual corpora containing source texts in English French Spanish and German along with software for querying them

Software tool for pattern extraction

Open source software and documentation for the task of extracting musically meaningful repeating patterns from a corpus of melodies

Methods for interlinking knowledge graphs - 1st version

Provides a technical description of the method to discover links between music objects and contexts in Polifonia and external datasets at the schema and data levels

Ontologies and knowledge graphs of music object context

Description of ontologies for representing musical object context Relevant concepts to be modeled include time and space events music roles opinions etc as well as lexical features to be used for representing language evolution over time and relating it to other referenced concepts

Software tool for extracting relations between musical patterns

This deliverable describes the software tool developed on the basis of the results in D34 for identifying relationships between musical patterns

Software for knowledge extraction from text - context - 1st version

Open source release and documentation of the software for extracting music object contextual information from text Version 1

Software for knowledge extraction from text - entities - 1st version

Open source release and documentation of the software for extracting time space events people and musical artifacts from texts Version 1

Interactive Tools for searching, browsing and exploration - 1st version

Visual interface tools to support the multi-dimensional exploration of musical resources.Live Web portal and Open Source, documented software release. Version 1.

Polifonia Web portal - 1st version

The system implementing the Polifonia Web Portal is released as open source software It includes a registry of MH resources along with indexing searching querying and browsing methods and metadata generation 1st version

Pubblicazioni

OntoChat: a Framework for Conversational Ontology Engineering using Language Models

Autori: Zhang, Bohui; Anita Carriero, Valentina; Schreiberhuber, Katrin; Tsaneva, Stefani; Sánchez, Lucía; Jongmo, Kim; de Berardinis, Jacopo
Pubblicato in: Extended Semantic Web Conference (ESWC) , Hersonissos, Greece, 26-30 May (Session Special Track on Large Language Models for Knowledge Engineering), Numero 34, 2024
Editore: Arvix
DOI: 10.5281/zenodo.11221975

Documenting the research process. Opportunities and challenges for Bibliometrics and Information Retrieval

Autori: Daga, Enrico; Daquino, Marilena; Fournier-S'niehotta, Raphaël; Guillotel-Nothmann, Christophe; Scharnhorst, Andrea
Pubblicato in: "Bibliometric-enhanced Information Retrieval, Apr 2023, Dublin (Ireland), Ireland. pp.4-20, ⟨10.5281/zenodo.10529114⟩", Numero 1, 2023
Editore: Bibliometric-enhanced Information Retrieval
DOI: 10.5281/zenodo.8249511

Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs

Autori: Brate, Ryan; Dang, Minh-Hoang; Hoppe, Fabian; He, Yuan; Meroño-Peñuela, Albert; Sadashivaiah, Vijay
Pubblicato in: The 21st International Semantic Web Conference (ISWC), Hangzhou, China, Numero 4, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.11221933

Classifying Sequences by Combining Context-Free Grammars and OWL Ontologies

Autori: Lazzari, Nicolas; Poltronieri, Andrea; PRESUTTI, VALENTINA
Pubblicato in: European Semantic Web Conference 2023 (ESWC23), Numero 13, 2023
Editore: ARXIV
DOI: 10.1007/978-3-031-33455-9_10

From ontology design to user-centred interfaces for music heritage

Autori: Giulia Renda; Marco Grasso; Marilena Daquino
Pubblicato in: XII Convegno Annuale AIUCD 2023 Proceedings, Numero 1, 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2306.12973

Knowledge Graph Construction From MusicXML: An Empirical Investigation With SPARQL Anything

Autori: Ratta, Marco; Daga, Enrico
Pubblicato in: Workshop on Musical Heritage Knowledge Graphs (MHKG), Numero 60, 2022
Editore: Zenodo
DOI: 10.5281/zenodo.7261671

Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities

Autori: Graciotti, Arianna
Pubblicato in: LREC-COLING (LREC-COLING) , Turin, 20-25 May 2024, Numero 39, 2024
Editore: ELRA and ICCL
DOI: 10.5281/zenodo.11237466

Pitchclass2vec: Symbolic Music Structure Segmentation with Chord Embeddings

Autori: Nicolas Lazzari; Andrea Poltronieri; Valentina Presutti
Pubblicato in: Numero 18, 2022
Editore: CREAI
DOI: 10.5281/zenodo.7868167

Musical Meetups: a Knowledge Graph approach for Historical Social Network Analysis

Autori: Morales Tirado, Alba Catalina; Carvalho, Jason; Mulholland, Paul; Daga, Enrico
Pubblicato in: SEMMES 2023: Semantic Methods for Events and Stories workshop ESWC 2023, Numero 4, 2023
Editore: Zenodo
DOI: 10.5281/zenodo.11243936

MIDI Representation with Graph Embeddings

Autori: Pasquale Lisena; Albert Meroño-Peñuela; Raphaël Troncy
Pubblicato in: Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021, 2021, ISBN 978-1-7327299-0-2
Editore: International Society for Music Information Retrieval

Storytelling with Linked Open Data

Autori: Renda, Giulia; Daquino, Marilena
Pubblicato in: La memoria digitale. XII convegno annuale AIUCD , Siena, Italy, 5-7 June 2023, Numero 34, 2023
Editore: Zenodo
DOI: 10.5281/zenodo.8070708

MusicBO, an application of Text2AMR2FRED to the Musical Heritage domain

Autori: Graciotti, Arianna
Pubblicato in: ESWC Conference 2024, Numero 20, 2024
Editore: Zenodo
DOI: 10.5281/zenodo.11264638

A Platform for Linked Open Data Visualisation and Curated Storytelling

Autori: Renda, Giulia; Daquino, Marilena; Presutti, Valentina
Pubblicato in: Crossref, Numero 12, 2023
Editore: ACM Digial Library
DOI: 10.1145/3603163.3609035

" Tonalities: Musical systems and their histories revisited through modeling and collaborative score annotation: A case study on ""directed progressions"" in secular works by Josquin and his contemporaries "

Autori: Guillotel-Nothmann, Christophe; Gurrieri, Marco; Filaber, Adam
Pubblicato in: Global Digital Music Studies Conference , New York, CUNY Graduate Center, 11-12 April 2023, Numero 20, 2023
Editore: HAL
DOI: 10.5281/zenodo.11346590

The Harmonic Memory: a Knowledge Graph of harmonic patterns as a trustworthy framework for computational creativity

Autori: de Berardinis, Jacopo; Meroño-Peñuela, Albert; Poltronieri, Andrea; PRESUTTI, VALENTINA
Pubblicato in: The Web Conference (WWW) , Austin, Texas, 30 April - 04 May 2023, Numero 27, 2023
Editore: ACM Digital Library
DOI: 10.1145/3543507.3587428

Towards improving Wikidata reuse with emerging patterns

Autori: Carriero, Valentina Anita; Groth, Paul; Presutti, Valentina
Pubblicato in: Numero 19, 2022
Editore: The 3rd Wikidata Workshop
DOI: 10.5281/zenodo.7846436

The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata

Autori: Jacopo de Berardinis; Valentina Anita Carriero; Albert Meroño-Peñuela; Andrea Poltronieri; Valentina Presutti
Pubblicato in: 24th International Society for Music Information Retrieval Conference, 859-867. Milan, Italy., Numero 13, 2023
Editore: Arxiv
DOI: 10.48550/arxiv.2311.03942

Documenting the research process. Opportunities and challenges for Bibliometrics and IR

Autori: Scharnhorst, Andrea; Daga, Enrico; Daquino, Marilena; Fournier-S'niehotta, Raphaël; Guillotel-Nothmann, Christophe
Pubblicato in: Numero 5, 2023
Editore: ECIR 2023, https://ecir2023.org/
DOI: 10.5281/zenodo.7852389

Neuro-symbolic learning for dealing with sparsity in cultural heritage image archives: an empirical journey

Autori: Chiatti, Agnese; Daga, Enrico
Pubblicato in: Workshop on Deep Learning for Knowledge Graphs (DL4KG), co-located with the 21st International Semantic Web Conference (ISWC), Vol-3342, ISSN: 1613-0073, 2023., Numero 26, 2023
Editore: CEUR
DOI: 10.5281/zenodo.11245530

The HaMSE Ontology: Using Semantic Technologies to support Music Representation Interoperability and Musicological Analysis

Autori: Poltronieri A.; Gangemi A.
Pubblicato in: First International Workshop on Multisensory Data and Knowledge at the 3rd Conference on Language, Data and Knowledge (2021) (MDK), Numero 5, 2022
Editore: Arxiv
DOI: 10.48550/arxiv.2202.05817

Améliorer les prédictions des modèles de language avec les prompts enrichies par les Graphes de Connaissances ⋆

Autori: Brate, Ryan; Dang, Minh-Hoang; Hoppe, Fabian; He, Yuan; Meroño-Peñuela, Albert; Sadashivaiah, Vijay
Pubblicato in: https://hal.science/hal-03991267, Numero 39, 2022
Editore: CEUR
DOI: 10.5445/ir/1000151291

Semantic Integration of MIR Datasets with the Polifonia Ontology Network

Autori: Valentina Anita Carriero; Fiorela Ciroku; Jacopo de Berardinis; Delfina Sol Martínez Pandiani; Albert Meroño-Peñuela; Andrea Poltronieri; Valentina Presutti
Pubblicato in: Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021, 2021, ISBN 978-1-7327299-0-2
Editore: International Society for Music Information Retrieval

The Polifonia Ontology Network: Building a Semantic Backbone for Musical Heritage

Autori: de Berardinis, Jacopo; Anita Carriero, Valentina; Jain, Nitisha; Lazzari, Nicolas; Poltronieri, Andrea; Presutti, Valentina
Pubblicato in: The Semantic Web – ISWC 2023, Numero 4, 2023
Editore: Springer, Cham
DOI: 10.1007/978-3-031-47243-5_17

The Harmonic Memory: a Knowledge Graph of harmonic patterns as a trustworthy framework for computational creativity

Autori: de Berardinis, Jacopo; Meroño-Peñuela, Albert; Poltronieri, Andrea; Presutti, Valentina
Pubblicato in: Numero 16, 2023
Editore: International World Wide Web Conference (WWW / TheWebConf 2023)
DOI: 10.5281/zenodo.7825892

Extraction of Common Conceptual Components from Multiple Ontologies

Autori: Asprino, Luigi; Carriero, Valentina Anita; Presutti, Valentina
Pubblicato in: K-CAP, Numero 11, 2021
Editore: ACM
DOI: 10.1145/3460210.3493542

TONALITIES’ Collaborative Annotation Interface

Autori: Guillotel-Nothmann, Christophe; Gurrieri, Marco
Pubblicato in: 5th Polifonia Project Meeting, Numero 7, 2023
Editore: Hal open science

The Music Annotation Pattern

Autori: Jacopo de Berardinis; Albert Meroño-Peñuela; Andrea Poltronieri; Valentina Presutti
Pubblicato in: Numero 9, 2022
Editore: 13th Workshop on Ontology Design and Patterns
DOI: 10.5281/zenodo.7868569

Citizen Experiences in Cultural Heritage Archives: a Data Journey

Autori: Daga, Enrico
Pubblicato in: 7th Bieannial ISKO Conference 2023, Numero 3, 2023
Editore: CEUR
DOI: 10.5281/zenodo.11235515

Text2AMR2FRED, a tool for transforming text into RDF/OWL Knowledge Graphs via Abstract Meaning Representation

Autori: Graciotti, Arianna
Pubblicato in: ESWC conferences 2024, Numero 11, 2024
Editore: CEUR Proceedings
DOI: 10.5281/zenodo.11237490

Multi-domain and Explainable Prediction of Changes in Web Vocabularies

Autori: Albert Meroño-Peñuela; Romana Pernisch; Christophe Guéret; Stefan Schlobach
Pubblicato in: K-CAP '21: Proceedings of the 11th on Knowledge Capture Conference, 2021, Pagina/e 193-200, ISBN 978-1-4503-8457-5
Editore: Association for Computing Machinery
DOI: 10.1145/3460210.3493583

Neuro-symbolic learning for dealing with sparsity in cultural heritage image archives: an empirical journey

Autori: Chiatti, Agnese; Daga, Enrico
Pubblicato in: Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG), co-located with the 21st International Semantic Web Conference (ISWC), Numero 41, 2022
Editore: CEUR Workshop Proceedings

Tonalities' Collaborative Annotation Interface for Music Analysis

Autori: Gurrieri, Marco; Guillotel-Nothmann, Christophe; Bottini, Thomas; Poullet-Pagès, Félix
Pubblicato in: Numero 1, 2022
Editore: HAL open science
DOI: 10.5281/zenodo.7659993

A Framework for Content-Based Search in Large Music Collections

Autori: Zhu Tiange; Fournier-S'niehotta Raphaël; Rigaux Philippe; Travers Nicolas
Pubblicato in: "Big Data and Cognitive Computing, 2022, 6 (1), pp.23. ⟨10.3390/bdcc6010023⟩", Numero 4, 2022, ISSN 2624-8115
Editore: MDPI
DOI: 10.3390/bdcc6010023

Automatic Modeling of Social Concepts Evoked by Art Images as Multimodal Frames

Autori: Pandiani, Delfina Sol Martinez; Presutti, Valentina
Pubblicato in: Arxiv, Numero 54, 2021, ISSN 2331-8422
Editore: Arxiv
DOI: 10.48550/arxiv.2110.07420

Sequential linked data: The state of affairs

Autori: Enrico Daga; Albert Meroño-Peñuela; Enrico Motta
Pubblicato in: The Open University (ORO - Open Research Online), Numero 8, 2021, ISSN 1570-0844
Editore: IOS Press
DOI: 10.3233/sw-210436

RevOnt: Reverse engineering of competency questions from knowledge graphs via language models

Autori: Ciroku, Fiorela; de Berardinis, Jacopo; Kim, Jongmo; Meroño-Peñuela, Albert; PRESUTTI, VALENTINA; Simperl, Elena
Pubblicato in: ScienceDirect, Numero 62, 2024, ISSN 1040-8428
Editore: Elsevier BV
DOI: 10.1016/j.websem.2024.100822

MIDI2vec: Learning MIDI embeddings for reliable prediction of symbolic music metadata

Autori: Albert Meroño-Peñuela
Pubblicato in: Semantic web, Numero 6, 2022, ISSN 1570-0844
Editore: IOS Press
DOI: 10.3233/sw-210446

ChoCo: a Chord Corpus and a Data Transformation Workflow for Musical Harmony Knowledge Graphs

Autori: Jacopo de Berardinis; Albert Meroño-Peñuela; Andrea Poltronieri; Valentina Presutti
Pubblicato in: Scientific Data, Vol 10, Iss 1, Pp 1-25 (2023), Numero 17, 2023, ISSN 2052-4463
Editore: Scientific Data
DOI: 10.1038/s41597-023-02410-w

Knowledge-Based Multimodal Music Similarity

Autori: Andrea Poltronieri
Pubblicato in: Lecture Notes in Computer Science ISBN: 9783031434570, Numero 55, 2023, ISSN 2331-8422
Editore: Arxiv
DOI: 10.1007/978-3-031-43458-7_41

CLEF. A Linked Open Data native system for Crowdsourcing

Autori: Marilena Daquino; Mari Wigham; Enrico Daga; Francesca Tomasi; Lucia Giagnolini
Pubblicato in: Journal on Computing and Cultural Heritage, Numero 4, 2023, ISSN 1556-4673
Editore: Association for Computing Machinary, Inc.
DOI: 10.5281/zenodo.7837347

Streamlining Knowledge Graph Construction with a façade: The SPARQL Anything project

Autori: Asprino, Luigi; Daga, Enrico; Dowdy, Justin; Mulholland, Paul; Gangemi, Aldo; Ratta, Marco
Pubblicato in: Arxiv, Numero 63, 2023, ISSN 2331-8422
Editore: Arxiv
DOI: 10.48550/arxiv.2310.16700

Observing LOD: Its Knowledge Domains and the Varying Behavior of Ontologies Across Them

Autori: Luigi Asprino; Valentina Presutti
Pubblicato in: IEEE Access, Numero 11, 2023, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3250105

MIDI2vec: Learning MIDI Embeddings for Reliable Prediction of Symbolic Music Metadata

Autori: Pasquale Lisena; Albert Meroño-Peñuela; Raphaël Troncy
Pubblicato in: Semantic Web – Interoperability, Usability, Applicability, 2021, ISSN 1570-0844
Editore: IOS Press

Integrating citizen experiences in cultural heritage archives: requirements, state of the art, and challenges

Autori: Enrico, Daga; Luigi, Asprino; Damiano, Rossana; Marilena, Daquino; Belen Diaz Agudo,; Aldo, Gangemi; Tsvi, Kiflik; Lieto, Antonio; Mark, Maguire; Marras, Anna Maria; Paul, Mulholland; Delfina Pandiani Martinez,; Silvio, Peroni; Sofia, Pescarin; Alan, Wecker
Pubblicato in: Journal on Computing and Cultural Heritage, Numero 9, 2022, ISSN 1556-4673
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3477599

Facade-X: An Opinionated Approach to SPARQL Anything

Autori: Enrico Daga; Luigi Asprino; Paul Mulholland; Aldo Gangemi
Pubblicato in: Studies on the Semantic Web Volume 53: Further with Knowledge Graphs - Proceedings of the 17th International Conference on Semantic Systems, 6–9 September 2021, Amsterdam, The Netherlands, Numero 53, 2021, Pagina/e 58 - 73, ISBN 978-1-64368-201-3
Editore: IOS Press
DOI: 10.3233/ssw210035

Knowledge Graph Construction with a façade: a unified method to access heterogeneous data sources on the Web

Autori: Luigi Asprino; Enrico Daga; Paul Mulholland; Aldo Gangemi
Pubblicato in: Volume 53: Further with Knowledge Graphs, Numero 28, 2021, ISBN 978-1-64368-201-3
Editore: IOS Press
DOI: 10.5281/zenodo.7261722

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