scholarly journals Examination of text's lexis using a Polish dictionary

2021 ◽  
Vol 21 ◽  
pp. 316-323
Author(s):  
Roman Voitovych ◽  
Edyta Łukasik
Keyword(s):  
Clustering Algorithm ◽  
Jaccard Index ◽  
Literary Genre ◽  
Polish Language ◽  
Static Behaviour

This paper presents an approach to compare and classify books written in the Polish language by comparing their lexis fields. Books can be classified by their features, such as literature type, literary genre, style, author, etc. Using a preassembled dictionary and Jaccard index, we managed to prove a compact hypothesis concerning similar books. Further analysis with the PAM clustering algorithm presented a lexical connection between books of the same type or author. Overall static behaviour of similarities of any particular field on one side and some anomalous tendencies in other cases suggest that recognition of other features is possible. The method presented in this article allows drawing conclusions regarding the connection between any arbitrary books based solely on their vocabulary.

scholarly journals Obrazowość jako cecha stylistyczna szesnastowiecznego pamfletu politycznego Uwagi o Acrostichis własnego wyobrażenia Kniaża Wielkiego Moskiewskiego Walentego Neothebela

2020 ◽  
pp. 204-212
Author(s):  
Artur Rejter
Keyword(s):  
Literary Genre ◽  
Main Subject ◽  
Language And Culture ◽  
Political Subject ◽  
Negative Picture ◽  
Negative Stereotype ◽  
Colloquial Language ◽  
Polish Language ◽  
Pragmatic Aspect ◽  
Ivan The Terrible

The main subject of the study is to point out the language and text exponents of picturesqueness as a style feature of historical pamphlet of XVI th. century. The observations were made on the example of the work Acrostichis własnego wyobrażenia Kniaża Wielkiego Moskiewskiego by Walenty Neothebel. One can indicate a few determinants of picturesqueness, they are: discontinuous words structures, proverbs and idioms, comparisons, enumerations and large and extensive description contexts. In general distinguished devices are not imaginative or exquisite, frequently being allied to simple, even colloquial language. In that the analyzed text is clearly vivid and evocative. The applied devices serve pragmatic effectiveness of the work, wich is its most important component. In the analyzed piece of work one can distinguish the features of more than one literary genre, e.g. pamphlet, morality play or dialogue, but the pragmatic aspect leads primarily to critical texts of political subject which are close right to the pamphlet. Furthermore, one can mark that Walenty Neothebel due to negative picture of tsar Ivan the Terrible presented in Acrostichis preserved the negative stereotype of Russians in Polish language and culture.

scholarly journals Tendencje rozwojowe współczesnej polszczyzny na podstawie innowacji uzupełniających pochodzących ze współczesnej prozy science fiction

2018 ◽  
Vol 25 (1) ◽  
pp. 151-166
Author(s):  
Ilona Paczyńska
Keyword(s):  
Language Development ◽  
Science Fiction ◽  
Literary Genre ◽  
Literary Works ◽  
Linguistic Data ◽  
Polish Language ◽  
Linguistic Phenomenon

The purpose of this study was to present the potential of fiction as one of the entire source of knowledge about Polish language. The article points out omission of linguistic data coming from literary works in practical culture of language activity, reflected both in source literature and fundamental act – Ustawa o języku polskim. To begin with, authoress short presents criterion for the choice of subject of research, choosing recognized as the most innovatory works (Linia oporu, Perfekcyjna niedoskonałość) of polish SF writer – Jacek Dukaj, as source of potentially the biggest ability of contemporary Polish language development presenting. Based on excerpted supplemental innovations puts across this development (for example: to abbrevation, to precision, internationalisation, linguistic trends, neo-semantization, vulgarization, intertextuality), founded in semantic and word- formative neologisms. Then underlines determinants ensuant artistic language or literary genre and asks the questions about measurability and estimate of these linguistic phenomenon.

Distributed Entropy Energy-Efficient Clustering algorithm for cluster head selection (DEEEC)

2020 ◽  
Vol 39 (6) ◽  
pp. 8139-8147
Author(s):  
Ranganathan Arun ◽  
Rangaswamy Balamurugan
Keyword(s):  
Energy Efficient ◽  
Clustering Algorithm ◽  
Cluster Head ◽  
Residual Energy ◽  
Energy Utilization ◽  
Sensor Nodes ◽  
Second Stage ◽  
Energy Efficient Clustering ◽  
Two Stages ◽  
Ch Selection

In Wireless Sensor Networks (WSN) the energy of Sensor nodes is not certainly sufficient. In order to optimize the endurance of WSN, it is essential to minimize the utilization of energy. Head of group or Cluster Head (CH) is an eminent method to develop the endurance of WSN that aggregates the WSN with higher energy. CH for intra-cluster and inter-cluster communication becomes dependent. For complete, in WSN, the Energy level of CH extends its life of cluster. While evolving cluster algorithms, the complicated job is to identify the energy utilization amount of heterogeneous WSNs. Based on Chaotic Firefly Algorithm CH (CFACH) selection, the formulated work is named “Novel Distributed Entropy Energy-Efficient Clustering Algorithm”, in short, DEEEC for HWSNs. The formulated DEEEC Algorithm, which is a CH, has two main stages. In the first stage, the identification of temporary CHs along with its entropy value is found using the correlative measure of residual and original energy. Along with this, in the clustering algorithm, the rotating epoch and its entropy value must be predicted automatically by its sensor nodes. In the second stage, if any member in the cluster having larger residual energy, shall modify the temporary CHs in the direction of the deciding set. The target of the nodes with large energy has the probability to be CHs which is determined by the above two stages meant for CH selection. The MATLAB is required to simulate the DEEEC Algorithm. The simulated results of the formulated DEEEC Algorithm produce good results with respect to the energy and increased lifetime when it is correlated with the current traditional clustering protocols being used in the Heterogeneous WSNs.

Handling WSD using Hierarchical Clustering Algorithm with sentences

2018 ◽  
pp. 83-88
Author(s):  
Mohana Priya K ◽  
Pooja Ragavi S ◽  
Krishna Priya G
Keyword(s):  
Hierarchical Clustering ◽  
Similarity Measure ◽  
Clustering Algorithm ◽  
Clustering Algorithms ◽  
Cosine Similarity Measure ◽  
Hierarchical Clustering Algorithm ◽  
Multiple Levels ◽  
Pos Tagger ◽  
Sentence Clustering ◽  
The Right

Clustering is the process of grouping objects into subsets that have meaning in the context of a particular problem. It does not rely on predefined classes. It is referred to as an unsupervised learning method because no information is provided about the "right answer" for any of the objects. Many clustering algorithms have been proposed and are used based on different applications. Sentence clustering is one of best clustering technique. Hierarchical Clustering Algorithm is applied for multiple levels for accuracy. For tagging purpose POS tagger, porter stemmer is used. WordNet dictionary is utilized for determining the similarity by invoking the Jiang Conrath and Cosine similarity measure. Grouping is performed with respect to the highest similarity measure value with a mean threshold. This paper incorporates many parameters for finding similarity between words. In order to identify the disambiguated words, the sense identification is performed for the adjectives and comparison is performed. semcor and machine learning datasets are employed. On comparing with previous results for WSD, our work has improvised a lot which gives a percentage of 91.2%

K-MEANS CLUSTERING ALGORITHM BASED CLASSIFICATION OF SOIL FERTILITY IN NORTH WEST NIGERIA

2020 ◽  
Vol 4 (2) ◽  
pp. 780-787
Author(s):  
Ibrahim Hassan Hayatu ◽  
Abdullahi Mohammed ◽  
Barroon Ahmad Isma’eel ◽  
Sahabi Yusuf Ali
Keyword(s):  
Soil Fertility ◽  
Crop Yield ◽  
Clustering Algorithm ◽  
Soil Samples ◽  
North West ◽  
R Programming ◽  
Available Information ◽  
Northwest Region ◽  
The Relationship

Soil fertility determines a plant's development process that guarantees food sufficiency and the security of lives and properties through bumper harvests. The fertility of soil varies according to regions, thereby determining the type of crops to be planted. However, there is no repository or any source of information about the fertility of the soil in any region in Nigeria especially the Northwest of the country. The only available information is soil samples with their attributes which gives little or no information to the average farmer. This has affected crop yield in all the regions, more particularly the Northwest region, thus resulting in lower food production.  Therefore, this study is aimed at classifying soil data based on their fertility in the Northwest region of Nigeria using R programming. Data were obtained from the department of soil science from Ahmadu Bello University, Zaria. The data contain 400 soil samples containing 13 attributes. The relationship between soil attributes was observed based on the data. K-means clustering algorithm was employed in analyzing soil fertility clusters. Four clusters were identified with cluster 1 having the highest fertility, followed by 2 and the fertility decreases with an increasing number of clusters. The identification of the most fertile clusters will guide farmers on where best to concentrate on when planting their crops in order to improve productivity and crop yield.

‘Muddying the Wells’: Modernist Literary Instincts and the Operatic Ideal

2007 ◽  
Vol 3 (1) ◽  
pp. 71-83
Author(s):  
Irene Morra
Keyword(s):  
Literary Genre ◽  
Billy Budd ◽  
Almost All

Irene Morra shows how the conflict between words and music that was contested in “Billy Budd” can be extended to almost all modern British opera. Morra argues persuasively that a number of modernist writers came to view the libretto “as an alternative literary genre, one that would allow for the expression of literary ideals of musicality”.

Pater's Parerga: Framing the Imaginary Portraits

2013 ◽  
Vol 3 (2) ◽  
pp. 119-135
Author(s):  
Giles Whiteley
Keyword(s):  
Nineteenth Century ◽  
Formal Structure ◽  
Literary Genre ◽  
Late Nineteenth Century ◽  
Liminal Space ◽  
Critical Attention ◽  
Similar Operation ◽  
Late Nineteenth ◽  
The Relationship

Walter Pater's late-nineteenth-century literary genre of the imaginary portrait has received relatively little critical attention. Conceived of as something of a continuum between his role as an art critic and his fictional pursuits, this essay probes the liminal space of the imaginary portraits, focusing on the role of the parergon, or frame, in his portraits. Guided by Pater's reading of Kant, who distinguishes between the work (ergon) and that which lies outside of the work (the parergon), between inside and outside, and contextualised alongside the analysis of Derrida, who shows how such distinctions have always already deconstructed themselves, I demonstrate a similar operation at work in the portraits. By closely analysing the parerga of two of Pater's portraits, ‘Duke Carl of Rosenmold’ (1887) and ‘Apollo in Picardy’ (1893), focusing on his partial quotation of Goethe in the former, and his playful autocitation and impersonation of Heine in the latter, I argue that Pater's parerga seek to destabilise the relationship between text and context so that the parerga do not lie outside the text but are implicated throughout in their reading, changing the portraits constitutively. As such, the formal structure of the parergon in Pater's portraits is also a theoretical fulcrum in his aesthetic criticism and marks that space where the limits of, and distinctions between, art and life become blurred.

Late Antique Letter Collections

2016 ◽  
Keyword(s):  
Late Antiquity ◽  
Literary Genre ◽  
Late Antique ◽  
Comprehensive Overview ◽  
Literary Genres ◽  
The Social ◽  
Letter Writer ◽  
The Individual ◽  
Letter Collection ◽  
Latin Letter

This volume provides the first comprehensive overview of the extant Greek and Latin letter collections of late antiquity (ca. 300-600 C.E.). Bringing together an international team of historians, classicists, and scholars of religion, it illustrates how letter collections advertised an image of the letter writer and introduces the social and textual histories of each collection. Nearly every chapter focuses on the letter collection of a different late ancient author—from the famous (or even infamous) to the obscure—and investigates its particular issues of content, arrangement, and publication context. On the whole, the volume reveals how late antique letter collections operated as a discrete literary genre with its own conventions, transmission processes, and self-presentational agendas while offering new approaches to interpret both larger letter collections and the individual letters contained within them. Each chapter contributes to a broad argument that scholars should read letter collections as they do representatives of other late antique literary genres, as single texts made up of individual components, with larger thematic and literary characteristics that are as important as those of their component parts.

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