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Automatic Classification of Springer Nature Proceedings with Smart Topic Miner

Published on Nov 10, 20161128 Views

The process of classifying scholarly outputs is crucial to ensure timely access to knowledge. However, this process is typically carried out manually by expert editors, leading to high costs and slow

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Automatic Classification of Springer Nature Proceedings with Smart Topic Miner00:00
Classifying Scholarly Publications - 100:10
Classifying Scholarly Publications - 201:01
Classifying Scholarly Publications - 302:03
STM Architecture05:07
Background Data - The Computer Science Ontology 105:50
Background Data - The Computer Science Ontology 206:33
Background Data - The Computer Science Ontology 307:12
STM Approach - 1 Topic Extraction08:21
STM Approach - 2 Topic Selection09:52
STM Approach - 3 Tag Selection10:52
User Trail 111:10
User Trail 211:40
User Trail 313:04
Conclusions - 113:47
Conclusions - 216:20
The Smart Topic Miner16:29