scholarly journals The morphological analysis and synthesis of word forms in the linguistic analyzer

2021 ◽  
Vol 17 (1) ◽  
pp. 558-564
Author(s):  
Bakhtiyor Mengliyev ◽  
Shohida Shahabitdinova ◽  
Shahlo Khamroeva ◽  
Shakhnoza Gulyamova ◽  
Adiba Botirova
Keyword(s):  
Morphological Analysis ◽  
Analysis And Synthesis ◽  
Word Forms

scholarly journals Modeling of Morphological Analysis and Synthesis of Word Forms of the Natural Language

2020 ◽  
Vol 6 (9) ◽  
pp. 435-439
Author(s):  
B. Kochkonbaeva
Keyword(s):  
Natural Language ◽  
Personal Computer ◽  
Morphological Analysis ◽  
Language Models ◽  
A Algorithm ◽  
Analysis And Synthesis ◽  
Word Forms

This article discusses the modeling of morphological analysis and synthesis of the Kyrgyz language. Models of creating word forms and rules for connecting affixes to the base of a word are considered. As a result of studying the structure of natural language, a algorithm of module was created that performs automatic morphological analysis and synthesis of word forms on a personal computer.

The verbs ‘rain’ and ‘snow’ in Gallo-Romance, and other morphological mismatches in diachrony

2020 ◽  
pp. 385-402
Author(s):  
Martin Maiden
Keyword(s):  
Semantic Similarity ◽  
Morphological Analysis ◽  
Morphological Changes ◽  
Prima Facie ◽  
Lexical Meaning ◽  
Lexical Semantic ◽  
Word Forms ◽  
Entire Word

The historical morphology of the verb ‘snow’ in Francoprovençal presents a conundrum, in that it is clearly analogically influenced by the verb ‘rain’, for obvious reasons of lexical semantic similarity, but the locus of that influence is not the ‘root’ (the ostensible bearer of lexical meaning) but desinential inflexion-class members, which are in principle independent of any lexical meaning. Similar morphological changes are also identified for other Gallo-Romance verbs. It seems, in effect, that speakers can identify exponents of the lexical meaning of word-forms in linear sequences larger than the apparent ‘morphemic’ composition of those word-forms, even when such a composition may seem prima facie transparent and obvious. It is argued that these facts are inherently incompatible with ‘constructivist’, morpheme-based, models of morphology, and strongly compatible with what have been called ‘abstractivist’ (‘word-and-paradigm’) approaches, which generally take entire word-forms as the primary units of morphological analysis.

Sentiment analysis in Turkish: Supervised, semi-supervised, and unsupervised techniques

2020 ◽  
pp. 1-29
Author(s):  
Cem Rıfkı Aydın ◽  
Tunga Güngör
Keyword(s):  
Sentiment Analysis ◽  
Morphological Analysis ◽  
State Of The Art ◽  
Feature Weighting ◽  
Domain Specific ◽  
Word Forms ◽  
Supervised Classifiers ◽  
Supervised Methods ◽  
Domain Independent ◽  
Agglutinative Language

Abstract Although many studies on sentiment analysis have been carried out for widely spoken languages, this topic is still immature for Turkish. Most of the works in this language focus on supervised models, which necessitate comprehensive annotated corpora. There are a few unsupervised methods, and they utilize sentiment lexicons either built by translating from English lexicons or created based on corpora. This results in improper word polarities as the language and domain characteristics are ignored. In this paper, we develop unsupervised (domain-independent) and semi-supervised (domain-specific) methods for Turkish, which are based on a set of antonym word pairs as seeds. We make a comprehensive analysis of supervised methods under several feature weighting schemes. We then form ensemble of supervised classifiers and also combine the unsupervised and supervised methods. Since Turkish is an agglutinative language, we perform morphological analysis and use different word forms. The methods developed were tested on two datasets having different styles in Turkish and also on datasets in English to show the portability of the approaches across languages. We observed that the combination of the unsupervised and supervised approaches outperforms the other methods, and we obtained a significant improvement over the state-of-the-art results for both Turkish and English.

Lenient morphological analysis

2003 ◽  
Vol 9 (1) ◽  
pp. 87-99 ◽  
Author(s):  
KEMAL OFLAZER
Keyword(s):  
Morphological Analysis ◽  
Fundamental Assumption ◽  
Finite State ◽  
Word Forms ◽  
One To One

This paper presents a scheme that allows one to relax the all-or-none nature of two-level constraints in two-level morphology in a controlled manner, so that word forms with violations of some of the two-level constraints can be analyzed and ranked. The problem has been motivated by a recent phenomenon in Turkish with imported words that violate a fundamental assumption of Turkish that pronunciation and orthography have almost a one-to-one correspondence, and by a problem in Basque words with differing amounts of competence errors. We present the formulation of our proposal, and provide details of implementations for both problems using the XRCE Finite State Toolkit.

scholarly journals Abstracting Suffixes: A Morphophonemic Approach to Polish Morphological Analysis

2007 ◽  
Vol 26 (2) ◽  
Author(s):  
Amir Zeldes
Keyword(s):  
Morphological Analysis ◽  
Process Approach ◽  
Surface Representation ◽  
Orthographic Representations ◽  
Phonological Feature ◽  
Finite State ◽  
Word Forms ◽  
Feature Based ◽  
Morphological Investigations

AbstractThis paper presents a morphophonology-based Item-and-Process approach to the finite-state lemmatization and morphological analysis of Polish. Unlike current text-based techniques, which search for all possible orthographic representations of Polish morphological suffixes, the multilevel phonological feature based algorithm presented here extracts morphophoneme arrays from graphemic word forms, allowing the extraction of abstract suffixes, independent of their surface representation. This makes it possible to use a simple mono-lemmatic dictionary, as well as to distinguish between homographic suffixes, and to carry out various phonological and morphological investigations using suffix fields in corpora.

scholarly journals A METHOD FOR STRUCTURAL SYNTHESIS OF NETWORK CAPABLE APPLICATION PROCESSORS

2014 ◽  
pp. 126-138
Author(s):  
I. Maykiv ◽  
A. Stepanenko ◽  
D. Wobschall
Keyword(s):  
Functional Analysis ◽  
Pareto Optimality ◽  
Morphological Analysis ◽  
Alternative Methods ◽  
Optimal Solutions ◽  
Structural Synthesis ◽  
Analysis And Synthesis

A method for structural synthesis of Network Capable Application Processors (NCAPs) is proposed. It is based on a method of morphological analysis and synthesis and includes phases of functional analysis, structural synthesis, and search for a set of optimal solutions. The proposed method combines lexicographical criterion of preference (L- criterion) at a stage of functional analysis and unconditional criterion of preference (Pareto optimality) during the search phase, which are considered in literature as alternative methods of search for optimal solutions. Combining of criteria, makes it possible to reduce the number of synthesized alternative variants at a stage of structural synthesis and all obtained solutions are allowable.

scholarly journals Assessment and analysis of innovative activities of high-tech industries in the digital economy based on the cluster approach

2021 ◽  
Vol 34 (04) ◽  
pp. 1344-1354
Author(s):  
Oleg Vladimirovich Trofimov ◽  
Vladislav Genrihovich Frolov ◽  
Elena Zuferovna Klimova ◽  
Nina Mikhaylovna Ilyicheva ◽  
Marina Vladimirovna Kislinskaya
Keyword(s):  
Cluster Analysis ◽  
Morphological Analysis ◽  
Digital Economy ◽  
Comparative Approach ◽  
High Tech ◽  
Cluster Approach ◽  
Russian Economy ◽  
Analysis Methods ◽  
The World ◽  
Analysis And Synthesis

The purpose of the study is to analyze the level of digitalization of the economies of various countries of the world by dividing them into groups according to the level of digitalization of the economy through cluster analysis methods using a model for the development of high-tech industries. The following analysis methods were used during the analysis: a comparative approach in the analysis of approaches to the concept of "digital economy" by Russian and foreign authors, statistical analysis of indicators of the development of the digital economy of Russia and the countries of the world, cluster analysis in dividing the countries of the world into separate groups according to the level of development of the digital economy, morphological analysis and synthesis in the formation of the optimal structure of high-tech industries to increase the level of digitalization of the Russian economy, tabular and graphical methods to illustrate the results obtained. The result of the study is the formation of clusters of countries in the world according to the level of development of the digital economy and the application of a model for the development of high-tech industries in the country to increase the level of digitalization.

Morphological approach to the description of combined machining by cutting and surface plastic deformation with rollers of long shafts and pipes

2021 ◽  
Vol 2021 (9) ◽  
pp. 11-18
Author(s):  
Nikolay Nikiforov
Keyword(s):  
Plastic Deformation ◽  
Morphological Analysis ◽  
Surface Plastic Deformation ◽  
Surface Plastic ◽  
Morphological Approach ◽  
Analysis And Synthesis ◽  
Design Options

The methodology and results of morphological analysis and synthesis of installation construction designs for combined machining of long shafts and pipes by cutting and surface plastic deformation (SPD) with self-feeding rollers are presented. It is shown which design options have already been implemented in practice, and which are promising.

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