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Text Mining Applications for Industry
Published on May 18, 202021 Views
Artificial Intelligence, machine learning and text mining technologies are gradually changing our working environments. Science recently published a paper “What can machine learning do? Workforce impl
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Chapter list
Text Mining Applications in Industry00:00
Outline00:26
Motivation01:11
Why Text Mining in Industry?04:34
Campaign analytics and audience modelling07:37
AIQ = AI + IQ - 108:32
AIQ = AI + IQ - 209:49
Introduction to BloombergAiQ10:19
Bloomberg AiQ Architecture - 110:52
Bloomberg AiQ Architecture - 211:20
Example of the tool usage11:30
News reporting - 112:00
News reporting - 212:09
What are the particularities of the audience that read specific topics?12:17
Global Real-Time Cross-lingual Media Monitoring12:49
Example of additional data sources/services13:08
Semantic technologies13:19
Modelling website users13:36
Modelling User Interests13:57
User Modelling15:26
User Context16:09
Experimental setting16:55
Age17:14
Gender19:01
Income (≥10 visits)20:45
Identifying Segments21:15
Matching user’s interest22:15
Industrial knowledge graph22:38
Smart Industry22:50
Smart Industry – a story of uncertainties on many levels23:16
Knowledge graph24:06
Manufacturing Knowledge Graph25:31
Use-cases of Knowledge Graph - 125:46
Use-cases of Knowledge Graph - 226:00
Discussion26:12
Jožef Stefan Institute, Artificial Intelligence Laboratory - 127:46
Jožef Stefan Institute, Artificial Intelligence Laboratory - 228:24