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How does a knowledge graph sound like? (or: music is a graph)

Date post: 09-Jan-2017
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1 Het begint met een idee 1 Het begint met een idee Thesis submitted & just approved “Refining Statistical Data on the Web” 60% of time is spent on data preparation Intelligent solutions for statistical data integration on the Web Use case on structured Humanities data Something different! 1 Faculty / department / title presentation WHY THIS TALK?
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Page 1: How does a knowledge graph sound like? (or: music is a graph)

1 Het begint met een idee1 Het begint met een idee

Thesis submitted & just approved

“Refining Statistical Data on the Web”

60% of time is spent on data preparation

Intelligent solutions for statistical data integration on the Web

Use case on structured Humanities data

Something different!

1 Faculty / department / title presentation

WHY THIS TALK?

Page 2: How does a knowledge graph sound like? (or: music is a graph)

Vrije Universiteit Amsterdam

Maybe not that different…

2

SEMANTIC WEB AND THE HUMANITIES

Page 3: How does a knowledge graph sound like? (or: music is a graph)

3 Het begint met een idee

Page 4: How does a knowledge graph sound like? (or: music is a graph)

Vrije Universiteit Amsterdam4

ISWC 2013 JAM SESSION

Jam’s “metadata”

Page 5: How does a knowledge graph sound like? (or: music is a graph)

Vrije Universiteit Amsterdam

Besides how awesome this is…

The jam became global (i.e. de-referenceable URIs from anywhere) rather than local> But any video stream would have been more accurate (for humans)

The jam became machine readable> But not all of it

Digital music as Linked Data?

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REPRESENTING MUSIC IN RDF

Page 6: How does a knowledge graph sound like? (or: music is a graph)

6 Het begint met een idee

HOW DOES A KNOWLEDGE GRAPH SOUND LIKE?

(OR: MUSIC IS A GRAPH)

Page 7: How does a knowledge graph sound like? (or: music is a graph)

Vrije Universiteit Amsterdam

Music representation format which is 100% digital > (i.e. leaving nothing to analog signals actual instruments)

MIDI (Musical Instrument Digital Interface)> Universal synthesizer interface> Roland (I. Kakehashi), Yamaha, Korg, Kawai (1981)> Digital, fine-grained representation of musical tracks and events> Wide range of controllers and instruments

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WEEKEND EXPERIMENT

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Vrije Universiteit Amsterdam8

MIDI

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Vrije Universiteit Amsterdam9

MIDI2RDF

https://github.com/albertmeronyo/midi2rdf

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Vrije Universiteit Amsterdam

Music representation format which is> 100% digital (i.e. leaving nothing to analog signals)> Secundary list

MIDI (Musical Instrument Digital Interface)> Universal synthesizer interface> Roland (I. Kakehashi), Yamaha, Korg, Kawai (1981)> Digital, fine-grained representation of musical events> Wide range of controllers and instruments

10

WEEKEND EXPERIMENT

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Vrije Universiteit Amsterdam

midi2rdf> Any MIDI to an RDF midi-comptabile representation> All MIDI resources get URIs (can link, be linked, de-referenced)> Music is a graph!

rdf2midi> Round trip conversion> Lossless!> MIDI \subseteq RDF

playrdf.sh> RDF files can be ‘played’ without data loss> Demo

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LOSSLESS CONVERSION

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Vrije Universiteit Amsterdam

Enrichment of musical assets and events in Linked Data> Annotations> Provenance> Links to places, people, events> Music stream = live representation of music on play

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APPLICATIONS (I)

Page 13: How does a knowledge graph sound like? (or: music is a graph)

Vrije Universiteit Amsterdam

Musical representation of knowledge graphs> Just as we care about visualization of knowledge graphs> Linkage of graph resources/properties to things that can be played

> Size = pitch> Regularity = harmony (irregularity = dissonance)

> Graph musical navigation> Music stream = navigation path

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APPLICATIONS (II)

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Vrije Universiteit Amsterdam

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Vrije Universiteit Amsterdam

Questions, comments, suggestions most welcome

@albertmeronyo

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THANK YOU!


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