Pattern Recognition and Natural Language Processing: State of the Art
Journal: TEM JOURNAL - Technology, Education, Management, Informatics (Vol.5, No. 2)Publication Date: 2016-05-27
Authors : Mirjana Kocaleva; Done Stojanov; Igor Stojanovik; Zoran Zdravev;
Page : 236-240
Keywords : artificial intelligence; machine learning; pattern recognition; natural language processing.;
Abstract
Development of information technologies is growing steadily. With the latest software technologies development and application of the methods of artificial intelligence and machine learning intelligence embededs in computers, the expectations are that in near future computers will be able to solve problems themselves like people do. Artificial intelligence emulates human behavior on computers. Rather than executing instructions one by one, as theyare programmed, machine learning employs prior experience/data that is used in the process of system’s training. In this state of the art paper, common methods in AI, such as machine learning, pattern recognition and the natural language processing (NLP) are discussed. Also are given standard architecture of NLP processing system and the level thatisneeded for understanding NLP. Lastly the statistical NLP processing and multi-word expressions are described.
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Last modified: 2016-06-06 09:34:51