Heri-Graphs: A Dataset Creation Framework for Multi-Modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media

Heri-Graphs: A Dataset Creation Framework for Multi-Modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media

Values (why to conserve) and Attributes (what to conserve) are essential concepts of cultural heritage. Recent studies have been using social media to map values and attributes conveyed by the public to cultural heritage. However, it is rare to connect heterogeneous modalities of images, texts, geo-...

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Bibliographic Details
Main Authors: Nan Bai, Pirouz Nourian, Renqian Luo, Ana Pereira Roders
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
World Heritage
Flickr
multi-modal dataset
graph construction
machine and deep learning
Online Access:https://www.mdpi.com/2220-9964/11/9/469

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