Difference between revisions of "Wikipedia and How to Use It for Semantic Document Representation"

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{{Infobox work
 
{{Infobox work
 
| title = Wikipedia and How to Use It for Semantic Document Representation
 
| title = Wikipedia and How to Use It for Semantic Document Representation
| date = 2010
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| date = 2011
 
| authors = [[Ian H. Witten]]
 
| authors = [[Ian H. Witten]]
| doi = 10.1007/978-3-642-16248-0_5
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| doi = 10.1109/ASE.2011.6100054
| link = http://dl.acm.org/citation.cfm?id=1929344.1929350
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| link = http://ieeexplore.ieee.org/document/6100054/
 
}}
 
}}
'''Wikipedia and How to Use It for Semantic Document Representation''' - scientific work related to [[Wikipedia quality]] published in 2010, written by [[Ian H. Witten]].
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'''Wikipedia and How to Use It for Semantic Document Representation''' - scientific work related to [[Wikipedia quality]] published in 2011, written by [[Ian H. Witten]].
  
 
== Overview ==
 
== Overview ==
Wikipedia is a goldmine of information; not just for its many readers, but also for the growing community of researchers who recognize it as a resource of exceptional scale and utility. It represents a vast investment of manual effort and judgment: a huge, constantly evolving tapestry of concepts and relations that is being applied to a host of tasks. This talk focuses on the process of "wikification"; that is, automatically and judiciously augmenting a plain-text document with pertinent hyperlinks to [[Wikipedia]] articlesas though the document were itself a Wikipedia article. Author first describe how Wikipedia can be used to determine semantic [[relatedness]] between concepts. Then Author explain how to wikify documents by exploiting Wikipedia's internal hyperlinks for relational information and their anchor texts as lexical information. Data mining techniques are used throughout to optimize the models involved.
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Summary form only given. With petascale systems becoming broadly available in high end computing, attention is now focused on the challenges associated with the next major performance milestone: exascale computing. Demand for computational capability grows unabated, with areas of national and commercial interest including global climate change, alternative energy sources, defense and medicine, as well as basic science. Past growth in the high end has relied on a combination of faster clock speeds and larger systems, but the clock speed benefits of Moore's Law have ended, and 200-cabinet petascale machines are near a practical limit. Future system designs will instead be constrained by power density and total system power demand, resulting in radically different architectures. The challenges associated with exascale computing will require broad research activities across computer science, including the development of new algorithms, programming models, system software and computer architecture.
  
 
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Witten, Ian H.. (2010). "[[Wikipedia and How to Use It for Semantic Document Representation]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-16248-0_5.  
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Witten, Ian H.. (2011). "[[Wikipedia and How to Use It for Semantic Document Representation]]". IEEE Computer Society. DOI: 10.1109/ASE.2011.6100054.  
 
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{{cite journal |last1=Witten |first1=Ian H. |title=Wikipedia and How to Use It for Semantic Document Representation |date=2010 |doi=10.1007/978-3-642-16248-0_5 |url=https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation |journal=Springer, Berlin, Heidelberg}}
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{{cite journal |last1=Witten |first1=Ian H. |title=Wikipedia and How to Use It for Semantic Document Representation |date=2011 |doi=10.1109/ASE.2011.6100054 |url=https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation |journal=IEEE Computer Society}}
 
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Witten, Ian H.. (2010). &amp;quot;<a href="https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation">Wikipedia and How to Use It for Semantic Document Representation</a>&amp;quot;. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-16248-0_5.  
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Witten, Ian H.. (2011). &amp;quot;<a href="https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation">Wikipedia and How to Use It for Semantic Document Representation</a>&amp;quot;. IEEE Computer Society. DOI: 10.1109/ASE.2011.6100054.  
 
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[[Category:Scientific works]]

Latest revision as of 23:02, 8 March 2021


Wikipedia and How to Use It for Semantic Document Representation
Authors
Ian H. Witten
Publication date
2011
DOI
10.1109/ASE.2011.6100054
Links
Original

Wikipedia and How to Use It for Semantic Document Representation - scientific work related to Wikipedia quality published in 2011, written by Ian H. Witten.

Overview

Summary form only given. With petascale systems becoming broadly available in high end computing, attention is now focused on the challenges associated with the next major performance milestone: exascale computing. Demand for computational capability grows unabated, with areas of national and commercial interest including global climate change, alternative energy sources, defense and medicine, as well as basic science. Past growth in the high end has relied on a combination of faster clock speeds and larger systems, but the clock speed benefits of Moore's Law have ended, and 200-cabinet petascale machines are near a practical limit. Future system designs will instead be constrained by power density and total system power demand, resulting in radically different architectures. The challenges associated with exascale computing will require broad research activities across computer science, including the development of new algorithms, programming models, system software and computer architecture.

Embed

Wikipedia Quality

Witten, Ian H.. (2011). "[[Wikipedia and How to Use It for Semantic Document Representation]]". IEEE Computer Society. DOI: 10.1109/ASE.2011.6100054.

English Wikipedia

{{cite journal |last1=Witten |first1=Ian H. |title=Wikipedia and How to Use It for Semantic Document Representation |date=2011 |doi=10.1109/ASE.2011.6100054 |url=https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation |journal=IEEE Computer Society}}

HTML

Witten, Ian H.. (2011). &quot;<a href="https://wikipediaquality.com/wiki/Wikipedia_and_How_to_Use_It_for_Semantic_Document_Representation">Wikipedia and How to Use It for Semantic Document Representation</a>&quot;. IEEE Computer Society. DOI: 10.1109/ASE.2011.6100054.