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Work item:
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F.CDA-RP
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Subject/title:
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Requirements and procedure for cultural data annotation
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Status:
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Under study
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Approval process:
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AAP
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Type of work item:
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Recommendation
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Version:
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New
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Equivalent number:
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-
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Timing:
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2025 (Medium priority)
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Liaison:
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UNESCO
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Supporting members:
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BUPT, China Telecom, BOE Technology Group. (China), Tencent Technology (China) and Huawei Technologies, (China).
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Summary:
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In order to facilitate the circulation of cultural data, it is necessary to annotate these data as much as possible. Data annotation is also a key link for most deep learning algorithms to operate effectively. Annotation technology involves many research areas such as computer vision, natural language processing, pattern recognition, and knowledge graphs. From the perspective of requirements for digital preservation and sharing of cultural relics, a large amount of existing cultural relic data needs to refine and organize related concepts and relationships to achieve the purpose of knowledge sharing and reuse. Therefore, it is necessary to mine the potential concepts in cultural relic neglect from a semantic perspective, so that the semantics of cultural data can be understood by both humans and computers. This will realize the semantic retrieval of cultural relic data and knowledge graphs, improve the ability and efficiency of computer retrieval models, provide technical support for the visualization of cultural data, and provide a more convenient way of experiencing cultural transmission and inheritance. The establishment of this standard will help improve the efficiency and accuracy of cultural data annotation, promote data exchange between different cultural heritage institutions, and provide users with a better experience of using cultural data.
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Comment:
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-
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Reference(s):
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Historic references:
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Contact(s):
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First registration in the WP:
2023-08-21 10:56:38
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Last update:
2024-06-14 10:03:11
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