Semantic computing: Difference between revisions
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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]] and related fields. |
'''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 addresses three core problems: |
Semantic computing addresses three core problems: |
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# 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. |
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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> |
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The [[IEEE]] has held an International Conference on Semantic Computing since 2007. |
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==See also== |
==See also== |
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*[[Semantic audio]] |
*[[Semantic audio]] |
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*[[Semantic compression]] |
*[[Semantic compression]] |
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*[[Semantic technology]] |
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* Semantic Computing, eds. P. Sheu, H. Yu, C.V. Ramamoorthy, A. Joshi and L.A. Zadeh, IEEE/Wiley, 2010 |
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*[[Semantic network]] |
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==References== |
==References== |
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* [http://www.ieee-icsc.org IEEE International Conference on Semantic Computing] |
* [http://www.ieee-icsc.org IEEE International Conference on Semantic Computing] |
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* [http://www.sssc2010.org IEEE International School on Semantic Computing] |
* [http://www.sssc2010.org IEEE International School on Semantic Computing] |
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* [ |
* [https://www.worldscientific.com/worldscinet/ijsc International Journal of Semantic Computing] |
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* [http://www.SCConsortium.org Institute for Semantic Computing] |
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* [http://www.seco.tkk.fi Semantic Computing Research Group] |
* [http://www.seco.tkk.fi Semantic Computing Research Group] |
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* [http://www.knowledgegrid.net/~h.zhuge/SLN.htm Semantic Link Network] |
* [https://web.archive.org/web/20091218102540/http://www.knowledgegrid.net/~h.zhuge/SLN.htm Semantic Link Network] |
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{{Semantic Web}} |
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{{Authority control}} |
{{Authority control}} |
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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:
- 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 and 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.
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
[edit]References
[edit]- ^ 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.
External links
[edit]- IEEE International Conference on Semantic Computing
- IEEE International School on Semantic Computing
- International Journal of Semantic Computing
- Semantic Computing Research Group
- Semantic Link Network
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