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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.
Semantic Computing is a field that addresses three core problems: (1) understanding the intentions (semantics) of user
(that may be naturally expressed) and expressing them in a machine processable language; (2) 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; and (3) mapping the semantics of user with that of content for the purpose of content retrieval, management, creation, etc.


More details of Semantic Computing may be found at:
Semantic computing addresses three core problems:
# Understanding the (possibly naturally-expressed) intentions ([[semantics]]) of users and expressing them in a machine-processable format
(1) IEEE International Conference on Semantic Computing (http://icsc.eecs.uci.edu http://www.icsi.berkeley.edu/icsc)
# 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
(2) IEEE International School on Semantic Computing (http://www.sssc2009.org)
# Mapping the semantics of user with that of content for the purpose of content retrieval, management, creation, etc.
(3) International Journal of Semantic Computing (journals.wspc.com.sg/ijsc/ijsc.shtml)

(4) Institute for Semantic Computing (http://www.isc-home.org)
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>
(5) The book "Semantic Computing" (eds. P. Sheu, H. Yu, C.V. Ramamoorthy, A. Joshi, L.A. Zadeh), Wiley & Sons, 2009 (in press)

==See also==
*[[Computational semantics]]
*[[Semantic audio]]
*[[Semantic compression]]
*[[Semantic technology]]
*[[Semantic network]]

==References==
{{Reflist}}

==External links==
* [http://www.ieee-icsc.org IEEE International Conference on Semantic Computing]
* [http://www.sssc2010.org IEEE International School on Semantic Computing]
* [https://www.worldscientific.com/worldscinet/ijsc International Journal of 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]]


{{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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