Publikation:

Why people press "like" : A new measure for aesthetic appeal derived from Instagram data

Lade...
Vorschaubild

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2022

Herausgeber:innen

Kontakt

ISSN der Zeitschrift

Electronic ISSN

ISBN

Bibliografische Daten

Verlag

Schriftenreihe

Auflagebezeichnung

URI (zitierfähiger Link)
DOI (zitierfähiger Link)
ArXiv-ID

Internationale Patentnummer

Angaben zur Forschungsförderung

Projekt

Open Access-Veröffentlichung
Core Facility der Universität Konstanz

Gesperrt bis

Titel in einer weiteren Sprache

Publikationstyp
Zeitschriftenartikel
Publikationsstatus
Published

Erschienen in

Psychology of Aesthetics, Creativity, and the Arts. American Psychological Association. 2022, 16(3), pp. 437-454. ISSN 1931-3896. eISSN 1931-390X. Available under: doi: 10.1037/aca0000331

Zusammenfassung

Be it on Facebook, Twitter, or Instagram, “Like” buttons are all over social media generating huge amounts of data. In this project, we develop methods for leveraging Instagram data with the purpose of developing a measure that is useful as a proxy for the aesthetic appeal of photographs. Based on the metadata of 15,073 photographs from the photographic genres of architecture, dance, and landscape gathered from 9 different Instagram accounts of professional photographers, we compute the Image Aesthetic Appeal score (IAA). We conduct an online experiment to test how IAA scores relate to more commonly used psychological variables, such as rating scales of aesthetic liking. We also investigate both low-level features and content-related preferences in the image set. Our results show that IAA scores are a reliable measure and are substantially predictive for experimental liking data. Also, solidly established preferences for curvature and visual balance as well as content-related preferences are reflected in IAA scores. We provide a simple method to compute IAA scores for all sorts of content on Instagram. This prepares ground for investigating large data sets with regard to aesthetic appeal of photographic images.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
150 Psychologie

Schlagwörter

Konferenz

Rezension
undefined / . - undefined, undefined

Forschungsvorhaben

Organisationseinheiten

Zeitschriftenheft

Zugehörige Datensätze in KOPS

Zitieren

ISO 690THÖMMES, Katja, Ronald HÜBNER, 2022. Why people press "like" : A new measure for aesthetic appeal derived from Instagram data. In: Psychology of Aesthetics, Creativity, and the Arts. American Psychological Association. 2022, 16(3), pp. 437-454. ISSN 1931-3896. eISSN 1931-390X. Available under: doi: 10.1037/aca0000331
BibTex
@article{Thommes2022peopl-53315,
  year={2022},
  doi={10.1037/aca0000331},
  title={Why people press "like" : A new measure for aesthetic appeal derived from Instagram data},
  number={3},
  volume={16},
  issn={1931-3896},
  journal={Psychology of Aesthetics, Creativity, and the Arts},
  pages={437--454},
  author={Thömmes, Katja and Hübner, Ronald}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/53315">
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2021-03-31T13:12:11Z</dcterms:available>
    <dc:rights>terms-of-use</dc:rights>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:abstract xml:lang="eng">Be it on Facebook, Twitter, or Instagram, “Like” buttons are all over social media generating huge amounts of data. In this project, we develop methods for leveraging Instagram data with the purpose of developing a measure that is useful as a proxy for the aesthetic appeal of photographs. Based on the metadata of 15,073 photographs from the photographic genres of architecture, dance, and landscape gathered from 9 different Instagram accounts of professional photographers, we compute the Image Aesthetic Appeal score (IAA). We conduct an online experiment to test how IAA scores relate to more commonly used psychological variables, such as rating scales of aesthetic liking. We also investigate both low-level features and content-related preferences in the image set. Our results show that IAA scores are a reliable measure and are substantially predictive for experimental liking data. Also, solidly established preferences for curvature and visual balance as well as content-related preferences are reflected in IAA scores. We provide a simple method to compute IAA scores for all sorts of content on Instagram. This prepares ground for investigating large data sets with regard to aesthetic appeal of photographic images.</dcterms:abstract>
    <dcterms:issued>2022</dcterms:issued>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2021-03-31T13:12:11Z</dc:date>
    <dc:contributor>Hübner, Ronald</dc:contributor>
    <dc:language>eng</dc:language>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <dc:creator>Thömmes, Katja</dc:creator>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/53315"/>
    <dcterms:title>Why people press "like" : A new measure for aesthetic appeal derived from Instagram data</dcterms:title>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/43"/>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:contributor>Thömmes, Katja</dc:contributor>
    <dc:creator>Hübner, Ronald</dc:creator>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
  </rdf:Description>
</rdf:RDF>

Interner Vermerk

xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter

Kontakt
URL der Originalveröffentl.

Prüfdatum der URL

Prüfungsdatum der Dissertation

Finanzierungsart

Kommentar zur Publikation

Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Ja
Begutachtet
Ja
Diese Publikation teilen