Prado Artworks and Emotions data

[luigi-asprino]

Depends on

Independent

Description

This Prado's dataset is an excerpt from Wikiart Emotion Dataset [1]. It contains 30 artworks from Prado Museum and 1760 annotations of emotions from 171 different users.

This dataset consists of the following data files:

Prado_artworks.csv

This file provides the information on the artwork from the original Wikiart Emotion dataset [1] ("WikiArt-info.tsv"), extracted from the WikiArt.org website. Additionally, the dataset is enriched with the Wikidata URLs of the paintings and artists (as long as the entity identifier in Wikidata [4])

• ID;
• Category; Art Style
• Artist;
• Title;
• Year of creation;
• Image URL;
• Painting Info URL;
• Artist Info URL;
• Location or Museum where the artwork is exhibited.
• wd:paintingID,wd:paintingURL: URL and entity ID of the painting in Wikidata.
• wd:artistID,wd:artistURL: URL and entity ID of the artist in Wikidata.

Prado_users.csv

This file provides information about the users who annotated the artworks. Age, gender and country are randomly generated according to different reports about the visitors of Prado Museum.

• UserId;
• Age range, randomly generated according to a Museum report from 2014 [2]
• Gender, randomly generated according to a Museum report from 2014 [2]
• Country, randomly generated according to a Museum report from 2015 [3]

Prado_emotions.csv

This file provides the annotations by each user for the artworks in PradoHecht_artworks.csv. These annotations are extracted from WikiArt-annotations.csv from the original dataset [1]

• userId;
• artworkId;
• emotion;
• Polarity: Emotion polarity (according to [1])

According to [1], "each piece of art was annotated with one or more of the twenty emotions:"

Positive
gratitude, thankfulness, or indebtedness
happiness, calmness, pleasure, or ecstasy
humility, modesty, unpretentiousness, or simplicity
love or affection
optimism, hopefulness, or confidence
trust, admiration, respect, dignity, or honor
Negative
anger, annoyance, or rage
arrogance, vanity, hubris, or conceit
disgust, dislike, indifference, or hate
fear, anxiety, vulnerability, or terror
pessimism, cynicism, or lack of confidence
regret, guilt, or remorse
sadness, pensiveness, loneliness, or grief
shame, humiliation, or disgrace
Other or Mixed
agreeableness, acceptance, submission, or compliance
anticipation, interest, curiosity, suspicion, or vigilance
disagreeableness, defiance, conflict, or strife
surprise, surrealism, amazement, or confusion
shyness, self-consciousness, reserve, or reticence
neutral

[1] WikiArt Emotions: An Annotated Dataset of Emotions Evoked by Art. Saif M. Mohammad and Svetlana Kiritchenko. In Proceedings of the 11th Edition of the Language Resources and Evaluation Conference (LREC-2018), May 2018, Miyazaki, Japan.
[2] Caracterización de los Visitantes del Museo del Prado. Año 2014. (Google Cache) https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjP0q-I7LPqAhWPsBQKHetFCVQQFjABegQIBRAB&url=http%3A%2F%2Festadisticas.tourspain.es%2Fes-ES%2Festadisticas%2Fotrasestadisticas%2Fmuseodelprado%2FAnuales%2FCaracterizaci%25C3%25B3n%2520de%2520los%2520Visitantes%2520del%2520Museo%2520del%2520Prado.%2520%2520A%25C3%25B1o%25202014.pdf&usg=AOvVaw3OINo-0YAGg6FoXPE1gPXX
[3] Memoria del Museo del Prado 2015 https://content3.cdnprado.net/doclinks/pdf/museo/memorias/memoria-2015.pdf
[4] Wikidata: https://www.wikidata.org/wiki/Wikidata:Main_Page

Source

WP3-WP6 Working group

Competency Questions

TODO

Ontology/Ontology Design Patterns Relevant for the scenario

TODO

SPARQL Questions

TODO

Toy Dataset/SPARQL Endpoint

TODO