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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yingxu Wang Berwick, R.C. Xiangfeng Luo Jingsheng Lei |
| Copyright Year | 2012 |
| Description | Author affiliation: International Institute of Cognitive Informatics and Cognitive Computing (ICIC), Laboratory for Cognitive Informatics and Cognitive Computing, Dept. of Electrical and Computer Engineering, Schulich School of Engineering, University of Calgary, 2500 University Drive NW, Alberta, Canada T2N 1N4 (Yingxu Wang) || School of Computer and Information Engineering, Shanghai University of Electrical Power, China (Jingsheng Lei) || Dept. of Computer Science, Shanghai University, China (Xiangfeng Luo) || Dept. of Brain and Cognitive Science & Dept. Electrical Engineering and Computer Science, Massachusetts Institute of Technology, 77, Cambridge, 02139, USA (Berwick, R.C.) |
| Abstract | The cognitive complexity of texts in natural languages is a fundamental measure of the properties of syntax and semantics in textual comprehension, processing, and search. This paper presents a formal metrics of text comprehension complexity in cognitive linguistics. Both objective and subjective aspects of text comprehension and their complexity are formally modeled. A formal language model is established that characterizes the discourse of natural languages. The mathematical models of cognitive complexity of texts and their comprehension are rigorously described. On the basis of the cognitive and mathematical models of cognitive linguistics, the measurement of cognitive complexity of texts is quantitatively established and tested by a set of case studies. A wide range of applications of the measurement of textual complexity are identified in cognitive linguistics and contemporary web technologies such as search engines, online document retrieval, natural language processing, cognitive linguistics, cognitive computing, cognitive machine learning, and computing with words. |
| Starting Page | 94 |
| Ending Page | 102 |
| File Size | 251089 |
| Page Count | 9 |
| File Format | |
| ISBN | 9781467327947 |
| e-ISBN | 9781467327954 |
| DOI | 10.1109/ICCI-CC.2012.6311132 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-08-22 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Complexity theory Semantics Syntactics Pragmatics Mathematical model Natural languages Computational modeling computing with words Cognitive informatics cognitive linguistics text comprehension text complexity cognitive complexity syntactical complexity semantic complexity knowledge engineering denotational mathematics concept algebra cognitive computing |
| Content Type | Text |
| Resource Type | Article |
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