Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization

被引:0
|
作者
Ajwani, Deepak [1 ]
Dutta, Sourav [1 ]
Nicholson, Pat [1 ]
Aiello, Luca Maria [2 ]
Sala, Alessandra [1 ]
机构
[1] Nokia Bell Labs, Dublin, Ireland
[2] Nokia Bell Labs, Cambridge, England
来源
HT'18: PROCEEDINGS OF THE 29TH ACM CONFERENCE ON HYPERTEXT AND SOCIAL MEDIA | 2018年
关键词
Linked Knowledge Hierarchies; Entity Linking; Word Embeddings; Graph Measures; Katz Centrality; Topic Labeling;
D O I
10.1145/3209542.3212476
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This tutorial introduces the audience to the latest breakthroughs in the area of interpreting unstructured content through an analysis of the key enabling scientific results along with their real-world applications. With technical presentations of problems like named-entity disambiguation and dynamically updating the knowledge hierarchy with domain-specific vocabulary, it would provide the fundamentals to the building-blocks of various applications in Artificial Intelligence, Natural Language Processing, Machine Learning, and Data Mining.
引用
收藏
页码:251 / 252
页数:2
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