| Title:
|
Towards a Flexible Author Name Disambiguation Framework (English) |
| Author:
|
Bolikowski, Łukasz |
| Author:
|
Dendek, Piotr Jan |
| Language:
|
English |
| Journal:
|
Towards a Digital Mathematics Library. Bertinoro, Italy, July 20-21st, 2011 |
| Volume:
|
|
| Issue:
|
2011 |
| Year:
|
|
| Pages:
|
27-37 |
| . |
| Category:
|
math |
| . |
| Summary:
|
In this paper we propose a flexible, modular framework for author name disambiguation. Our solution consists of the core which orchestrates the disambiguation process, and replaceable modules performing concrete tasks. The approach is suitable for distributed computing, in particular it maps well to the MapReduce framework. We describe each component in detail and discuss possible alternatives. Finally, we propose procedures for calibration and evaluation of the described system. (English) |
| Keyword:
|
name disambiguation |
| Keyword:
|
problem decomposition |
| Keyword:
|
scoring functions |
| Keyword:
|
single-linkage clustering |
| Keyword:
|
MapReduce framework |
| Keyword:
|
machine learning |
| MSC:
|
68-06 |
| MSC:
|
68U10 |
| MSC:
|
68U15 |
| MSC:
|
68U99 |
| . |
| Date available:
|
2011-07-15T09:26:05Z |
| Last updated:
|
2012-08-27 |
| Stable URL:
|
http://hdl.handle.net/10338.dmlcz/702600 |
| . |
| Reference:
|
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| Reference:
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| Reference:
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| Reference:
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| Reference:
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| Reference:
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| Reference:
|
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| Reference:
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| Reference:
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| Reference:
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| Reference:
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| Reference:
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| . |
