Annotation System
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An Annotation System is a semantic information processing system that supports data annotation tasks.
- Context:
- It can range from (typically) being a Manual Annotation System (used by human annotators) to being an Automated Annotation System
- It can range from being a Text Annotation System, to being an Audio Annotation System, to being an Image Annotation System, to being a Video Annotation System.
- It can range from being a Data Item Annotation System to being a Physical Item Annotation System.
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- It can be integrated into a Annotation Process.
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- Example(s):
- Data Item Annotation Systems, such as:
- A Text Annotation System used for annotating linguistic features in text data, such as part-of-speech tagging or entity recognition.
- An Image Annotation System that supports tasks like object detection and segmentation in images.
- Image Labeling Systems and Video Labeling Systems, used for annotating frames in video data and labeling objects or actions.
- A Medical Image Annotation System, used for annotating radiological images with diagnostic information, crucial in healthcare AI applications.
- A Time-Series Annotation Tool for labeling and analyzing trends in sequential data, such as financial data or sensor readings.
- A Named Entity Recognition (NER) Tool used for identifying and labeling entities in text data, such as names, dates, and locations.
- A Speech Annotation System that labels audio data with phonetic transcriptions, speaker identities, or sentiment tags.
- A Genomic Data Annotation Tool that labels sequences of DNA or RNA with functional information, used extensively in bioinformatics.
- Physical Item Annotation System (for physical item annotation), such as:
- An RFID Tagging System used for annotating physical objects with metadata in logistics and inventory management.
- A Barcode Annotation System, which annotates physical products with unique barcodes for inventory tracking and sales processing.
- A Geotagging System used for annotating physical locations with geographic metadata, commonly used in mapping and navigation services.
- An Artifact Annotation System for museums, which labels historical artifacts with detailed descriptions and provenance information.
- A Supply Chain Annotation Tool that annotates goods with data on their origin, handling instructions, and destination in logistics networks.
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- Data Item Annotation Systems, such as:
- Counter-Example(s):
- See: Annotation Algorithm, Information Retrieval System.