Mining Structures of Factual Knowledge from Text An Effort-Light Approach |
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| Author:
| Ren, Xiang
Han, Jiawei
Getoor, Lise
Wang, Wei
Gehrke, Johannes
Grossman, Robert |
| Series title: | Synthesis Lectures on Data Mining and Knowledge Discovery Ser. |
| ISBN: | 978-1-68173-394-4 |
| Publication Date: | Jun 2018 |
| Publisher: | Morgan & Claypool Publishers
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| Book Format: | Hardback |
| List Price: | AUD $142.00 |
Book Description:
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Investigates the principles and methodologies of mining structures of factual knowledge from massive, unstructured text corpora. This effort-light approach leverages human-curated facts stored in external knowledge bases as distant supervision and exploits rich data redundancy in large text corpora for context understanding.
Investigates the principles and methodologies of mining structures of factual knowledge from massive, unstructured text corpora. This effort-light approach leverages human-curated facts stored in external knowledge bases as distant supervision and exploits rich data redundancy in large text corpora for context understanding.