Pattern Recognition and Natural Language Processing: State of the Art
Journal Title: TEM JOURNAL - Year 2016, Vol 5, Issue 2
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.
Authors and Affiliations
Mirjana Kocaleva, Done Stojanov, Igor Stojanovik, Zoran Zdravev
Keywords
Related Articles
- EP ID EP101519
- DOI 10.18421/TEM52-18
- Views 201
- Downloads 0
Distributed System Resource Racing Conditions Automated Testing Method
Most applications today are designed to be networked. It is natural that such applications operate on some data. Such applications are multi threaded by nature and it is a common situation when few clients are using the...
Discipline, Good Faith and Payment’s Loyalty – Main Factors for reducing the Corporate Indebtness in Bulgaria
As a member of the European Union Bulgaria is subject to monitoring, including in the field of ecomomy. Our country complies with the rules and procedures imposed by the common European policy. Although recent analys...
Database Design for the Web Based University Project Management Information System
Web applications and particularly Web based Information Systems are very popular due to several reasons. The main reason is the ability to update and maintain them without distributing and installing software o...
Management’s Awareness for Implementation of Contemporary Accounting Concepts in Republic of Macedonia
Realization of the determined targets in drastically changed working conditions requires development of new approaches, new business models and ideas of management. As a consequence, managerial practice and methods...
Cardiometabolic Risk Calculation in the Assessment of Cardiometabolic Risk Profiles
Numerous factors, together labelled as cardiometabolic risk (CMR), increase chances for developing cardiometabolic diseases. CMR estimation has a crucial role in the early prevention and enables the prompt treatmen...