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'''Semantic computing''' is a field of computing that combines elements of [[semantic analysis (knowledge representation)|semantic analysis]], [[natural language processing]], [[data mining]], [[knowledge graph]]s, and related fields.
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'''[[Semantic]] [[computing]]''' is a field that addresses three core problems:
Semantic computing addresses three core problems:
# Understanding the (possibly naturally expressed) intentions ([[semantics]]) of user and expressing them in a machine processable language
# Understanding the (possibly naturally-expressed) intentions ([[semantics]]) of users and expressing them in a machine-processable format
# Understanding the meanings (semantics) of computational content (of various sorts, including, but is not limited to, text, video, audio, process, network, [[software]], [[hardware]]) and expressing them in a machine processable language
# Understanding the meanings (semantics) of computational content (of various sorts, including, but is not limited to, text, video, audio, process, network, [[software]] and [[computer hardware|hardware]]) and expressing them in a machine-processable format
# Mapping the semantics of user with that of content for the purpose of content retrieval, management, creation, etc.
# Mapping the semantics of user with that of content for the purpose of content retrieval, management, creation, etc.


The [[IEEE]] has held an International Conference on Semantic Computing since 2007. A conference on Knowledge Graphs and Semantic Computing has been held since 2015.<ref>{{Cite book|url=https://www.springer.com/gp/book/9789811331459|title=Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding: Third China Conference, CCKS 2018, Tianjin, China, August 14–17, 2018, Revised Selected Papers|date=2019|publisher=Springer Singapore|isbn=978-981-13-3145-9|editor-last=Zhao|editor-first=Jun|series=Communications in Computer and Information Science|language=en|editor-last2=Harmelen|editor-first2=Frank|editor-last3=Tang|editor-first3=Jie|editor-last4=Han|editor-first4=Xianpei|editor-last5=Wang|editor-first5=Quan|editor-last6=Li|editor-first6=Xianyong}}</ref>
==Further reading==

* Semantic Computing, eds. P. Sheu, H. Yu, C.V. Ramamoorthy, A. Joshi and L.A. Zadeh, IEEE/Wiley, 2010
==See also==
*[[Computational semantics]]
*[[Semantic audio]]
*[[Semantic compression]]
*[[Semantic technology]]
*[[Semantic network]]

==References==
{{Reflist}}


==External links==
==External links==
* [http://www.ieee-icsc.org IEEE International Conference on Semantic Computing]
* [http://www.ieee-icsc.org IEEE International Conference on Semantic Computing]
* [http://www.sssc2010.org IEEE International School on Semantic Computing]
* [http://www.sssc2010.org IEEE International School on Semantic Computing]
* [http://journals.wspc.com.sg/ijsc/ijsc.shtml International Journal of Semantic Computing]
* [https://www.worldscientific.com/worldscinet/ijsc International Journal of Semantic Computing]
* [http://www.isc-home.org Institute for Semantic Computing]
* [http://www.seco.tkk.fi Semantic Computing Research Group]
* [https://web.archive.org/web/20091218102540/http://www.knowledgegrid.net/~h.zhuge/SLN.htm Semantic Link Network]

{{Semantic Web}}
{{Authority control}}

[[Category:Semantic Web]]


[[Category:Semantic web]]


{{comp-sci-stub}}
{{comp-sci-stub}}

Latest revision as of 19:04, 14 June 2024

Semantic computing is a field of computing that combines elements of semantic analysis, natural language processing, data mining, knowledge graphs, and related fields.

Semantic computing addresses three core problems:

  1. Understanding the (possibly naturally-expressed) intentions (semantics) of users and expressing them in a machine-processable format
  2. Understanding the meanings (semantics) of computational content (of various sorts, including, but is not limited to, text, video, audio, process, network, software and hardware) and expressing them in a machine-processable format
  3. Mapping the semantics of user with that of content for the purpose of content retrieval, management, creation, etc.

The IEEE has held an International Conference on Semantic Computing since 2007. A conference on Knowledge Graphs and Semantic Computing has been held since 2015.[1]

See also

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References

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  1. ^ Zhao, Jun; Harmelen, Frank; Tang, Jie; Han, Xianpei; Wang, Quan; Li, Xianyong, eds. (2019). Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding: Third China Conference, CCKS 2018, Tianjin, China, August 14–17, 2018, Revised Selected Papers. Communications in Computer and Information Science. Springer Singapore. ISBN 978-981-13-3145-9.
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