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 176
- Downloads 0
Knowledge Prediction of Different Students’ Categories Trough an ntelligent Testing
Student’s modelling, prediction, and grouping have remained open research issues in the multi-disciplinary area of educational data mining. The purpose of this study is to predict the correct knowledge of different...
Sign Language Recognition using Neural Networks
Sign language plays a great role as communication media for people with hearing difficulties.In developed countries, systems are made for overcoming a problem in communication with deaf people. This encouraged...
Experiment is the Central Part of the Topic and Realized by IBSE Method
This paper presents a pedagogical experiment wichh was conducted in three departments socio-linguistic direction in which experiment is the central part of the topic and realized by IBSE (InguryBased Science Educ...
Study of Power Loss Reduction in SEPR Converters for Induction Heating through Implementation of SiC Based Semiconductor Switches
This paper presents a power loss analysis for a Single Ended Parallel Resonance (SEPR) Converter used for induction heating. The analysis includes a comparison of the losses in the electronic switch when the circui...
Productivity Fluid Management as a Tool for Saving Money in Manufacturing
The following paper discusses the benefits arising from introduction of productivity fluid management (PFM) and their impact on the performance of machinery and equipment. It discusses the benefits and impacts of i...