Perspectives on Cognitive Informatics and Cognitive Computing
Perspectives on Cognitive Informatics and Cognitive Computing
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DOI：
10.4018/jcini.2010010101
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发表时间：
2010
期刊：
影响因子：
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通讯作者：
Yingxu Wang;G. Baciu;Yiyu Yao;W. Kinsner;Keith C. C. Chan-Keith-C.-C.-Chan-145003399;Bo Zhang-;S. Hameroff;Ning Zhong;Chu-Ren Huang
中科院分区：
文献类型：
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作者：
Yingxu Wang;G. Baciu;Yiyu Yao;W. Kinsner;Keith C. C. Chan-Keith-C.-C.-Chan-145003399;Bo Zhang-;S. Hameroff;Ning Zhong;Chu-Ren Huang
认知信息学是计算机科学、信息科学、认知科学和情报科学的交叉学科，研究大脑和自然智能的内部信息处理机制和过程，以及它们在认知计算中的工程应用。认知计算是一种基于认知信息学的智能计算方法和系统的新兴范例，它通过模仿大脑机制的自主推理和感知来实现计算智能。本文对认知信息学和认知计算及其在抽象智能、计算智能、计算语言学、知识表示、共生计算、粒计算、语义计算、机器学习和社会计算中的应用进行了综述。
Cognitive informatics is a transdisciplinary enquiry of computer science, information sciences, cognitive science, and intelligence science that investigates the internal information processing mechanisms and processes of the brain and natural intelligence, as well as their engineering applications in cognitive computing. Cognitive computing is an emerging paradigm of intelligent computing methodologies and systems based on cognitive informatics that implements computational intelligence by autonomous inferences and perceptions mimicking the mechanisms of the brain. This article presents a set of collective perspectives on cognitive informatics and cognitive computing, as well as their applications in abstract intelligence, computational intelligence, computational linguistics, knowledge representation, symbiotic computing, granular computing, semantic computing, machine learning, and social computing.