TY - CPAPER
KW - cultural heritage
KW - Intangible cultural heritages
KW - Deep learning
KW - Cultural heritages
KW - Silk
KW - Deep learning
KW - Knowledge graph
KW - Textiles
KW - Silk fabrics
KW - Knowledge management
KW - Search engines
KW - Knowledge graph
KW - Knowledge graphs
KW - Digital devices
KW - Digital tools
KW - Domain experts
KW - Expert rule
KW - Fashion industry
KW - image retrieval
KW - Image retrieval
KW - Knowledge domains
AU - T. Schleider
AU - R. Troncy
AU - T. Ehrhart
AU - M. Dorozynski
AU - F. Rottensteiner
AU - Sebastián Lozano
AU - Lo Cicero
AB - The production of European silk textile is an endangered intangible cultural heritage. Digital tools can nowadays be developed to help preserving it, or even to make it more accessible for the public and the fashion industry. In this paper, we propose an image-based retrieval tool that leverages on a knowledge graph describing the silk textile production as well as rules formulated by experts of this domain. Out of several possible similarity scenarios, two have proven to work best and have been integrated into an exploratory search engine.
DO - 10.1145/3475720.3484445
LA - English
N1 - Journal Abbreviation: SUMAC - Proc. Workshop Struct. Underst. Multimed. Herit. Contents, co-located ACM MM
N2 - The production of European silk textile is an endangered intangible cultural heritage. Digital tools can nowadays be developed to help preserving it, or even to make it more accessible for the public and the fashion industry. In this paper, we propose an image-based retrieval tool that leverages on a knowledge graph describing the silk textile production as well as rules formulated by experts of this domain. Out of several possible similarity scenarios, two have proven to work best and have been integrated into an exploratory search engine.
PB - Association for Computing Machinery, Inc
PY - 2021
SN - 9781450386685 (ISBN)
SP - 41
EP - 49
TI - Searching Silk Fabrics by Images Leveraging on Knowledge Graph and Domain Expert Rules
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119076458&doi=10.1145%2f3475720.3484445&partnerID=40&md5=9c8e6a6c13ec0e9655f793547545b424
ER -