scholarly journals Analysis of the Impact of the Stylometric Characteristics of Different Levels for the Verification of Authors of the Prose

2021 ◽  
Vol 28 (3) ◽  
pp. 260-279
Author(s):  
Alla Mikhajlovna Manakhova ◽  
Nadezhda Stanislavovna Lagutina
Keyword(s):  
Detailed Analysis ◽  
Large Volume ◽  
Structural Characteristics ◽  
Literary Texts ◽  
Low Level ◽  
Adaboost Classifier ◽  
High Level ◽  
The Impact ◽  
Different Levels

This article is dedicated to the analysis of various stylometric characteristics combinations of different levels for the quality of verification of authorship of Russian, English and French prose texts. The research was carried out for both low-level stylometric characteristics based on words and symbols and higher-level structural characteristics.All stylometric characteristics were calculated automatically with the help of the ProseRhythmDetector program. This approach gave a possibility to analyze the works of a large volume and of many writers at the same time. During the work, vectors of stylometric characteristics of the level of symbols, words and structure were compared to each text. During the experiments, the sets of parameters of these three levels were combined with each other in all possible ways. The resulting vectors of stylometric characteristics were applied to the input of various classifiers to perform verification and identify the most appropriate classifier for solving the problem. The best results were obtained with the help of the AdaBoost classifier. The average F-score for all languages turned out to be more than 92 %. Detailed assessments of the quality of verification are given and analyzed for each author. Use of high-level stylometric characteristics, in particular, frequency of using N-grams of POS tags, offers the prospect of a more detailed analysis of the style of one or another author. The results of the experiments show that when the characteristics of the structure level are combined with the characteristics of the level of words and / or symbols, the most accurate results of verification of authorship for literary texts in Russian, English and French are obtained. Additionally, the authors were able to conclude about a different degree of impact of stylometric characteristics for the quality of verification of authorship for different languages.

Technical Terms Translation: Translation Techniques and Quality of Automotive Terms in the Yamaha Nmax Owner’s Manual

2019 ◽  
Vol 25 (2) ◽  
Author(s):  
Pradipta Dhaifan Hindami
Keyword(s):  
Content Analysis ◽  
Data Collection ◽  
Foreign Languages ◽  
Low Level ◽  
Depth Interview ◽  
Translation Techniques ◽  
High Level ◽  
The Impact ◽  
Technical Terms

<p>In Indonesia, many types of motorcycle are produced and marketed. Most of them are made by foreign manufacturers. The manual books which are printed in foreign languages such as English may cause some problems for the motorcycle owners and users in the country. One of the problems is the translation of the technical terms in the manual books. It is thus challenging to analyze the translation techniques applied in the translation of the automotive technical terms in <em>Yamaha Nmax Owner’s Manual</em>, and the impact of translation techniques on the accuracy, acceptability and readability. <em>Yamaha Nmax </em>is one of the motorcycles with high sales rate in the country. The methods of data collection consist of content analysis and in-depth interview with the raters and respondents. The results show that there are 8 techniques used to translate the technical terms and the use of the techniques result in a translation which is in general accurate, acceptable, and readable. The technique which produces translations with high level of accuracy, acceptability and readability is established equivalent. Meanwhile, generalization tends to produce translations with low level of accuracy, while borrowing produces translations with low level of acceptability and readability.</p>

scholarly journals ANALISIS PERBANDINGAN TEKNIK PENERJEMAHAN ISTILAH TABU DALAM FILM THE WOLF OF WALL STREET DAN DUA TERJEMAHANNYA (SUBTITLE RESMI VCD DAN AMATIR DARI SITUS SUBSCENE.COM) SERTA DAMPAKNYA PADA KUALITAS TERJEMAHAN

2016 ◽  
Vol 1 (1) ◽  
Author(s):  
Nurul Intan Sari ◽  
Nababan M.R. ◽  
Djatmika Djatmika
Keyword(s):  
Sampling Technique ◽  
Wall Street ◽  
Taboo Word ◽  
Low Level ◽  
Translation Quality ◽  
Translation Techniques ◽  
Taboo Words ◽  
High Level ◽  
The Impact

<p>This research is conducted by analyzing taboo words in <em>The Wolf of Wall Street</em> movie and its two subtitle versions. The aims of this research are to describe: (1) form and classification of taboo words found in <em>The Wolf of Wall Street</em> movie, (2) the translation techniques used for translating taboo word in <em>The Wolf of Wall Street</em> movie and its two subtitle version, (3) the translation quality of taboo words translations in VCD and amateur subtitles of <em>The Wolf of Wall Street</em> movie, (4) the impact of translation techniques toward the quality of taboo words translations in VCD and amateur subtitles of <em>The Wolf of Wall Street</em> movie.</p><p>The research method applied is descriptive qualitative. In addition to that, it is embedded case study. The sources of data consist of documents and informants selected with purposive sampling technique. The documents are <em>The Wolf of Wall Street </em>movie and its two subtitle versions. Informants are validator and three raters. The data are taboo words that have been validated by validator and the information about translation quality given by raters. The techniques of collecting data are document analysis, questionnaire, and focus group discussion. The data were analyzed by using ethnography method composed by Spradley (1980)</p><p>The findings show that there are two kinds of grammatical unit of taboo words, they are word and phrase. Sexual references and offensive slang are the dominant categories found in this research. In VCD version, the translation techniques used are established equivalence, reduction, amplification, literal, borrowing and generalization. Established equivalence creates high level of accuracy and acceptability. Reduction affects the quality with low level of accuracy but can create acceptable translations. Meanwhile, in the amateur version, there are seven translation techniques used. They are established equivalence, reduction, amplification, borrowing, generalization, literal, and compensation. This research finds that established equivalence makes the taboo words translations accurate and acceptable. Reduction and the other techniques results in the low level of accuracy but high level of acceptability. Based on the findings, it can be drawn that the translation techniques applied affect the quality of taboo word translations in term of accuracy and acceptability.</p><p> </p><strong>Keywords: taboo words, translation techniques, accuracy, acceptability</strong>

scholarly journals Being a Gambler during the COVID-19 Pandemic: A Study with Italian Patients and the Effects of Reduced Exposition

2021 ◽  
Vol 18 (2) ◽  
pp. 424
Author(s):  
Maria Anna Donati ◽  
Silvia Cabrini ◽  
Daniela Capitanucci ◽  
Caterina Primi ◽  
Roberta Smaniotto ◽  
...  
Keyword(s):  
Structural Characteristics ◽  
Gambling Behavior ◽  
Online Gambling ◽  
Problem Gamblers ◽  
Electronic Gambling Machines ◽  
Electronic Gambling ◽  
Gambling Market ◽  
The Impact ◽  
Gambling Activities

The COVID-19 pandemic, with the consequent lockdown of about 3 months, can be viewed as an experimental model to observe the impact of the depletion of environmental factors that stimulate gambling, particularly electronic gambling machines (EGMs) that were set to zero. The effects of some structural characteristics of gambling activities that increase gambling behavior were studied among disordered gamblers in treatment in this unique scenario. In fact, studies investigating the effects of the lockdown on problem gamblers (PGs) under treatment are missing. The aims of this study were to analyze patients’ gambling behavior and craving during the lockdown and to conduct a comparison between gambling disorder (GD) symptoms at the beginning of the treatment and during lockdown. The study was conducted in Italy, the European country with the largest gambling market and the first to be affected by the virus. Data were collected through a semi-structured telephone interview conducted by healthcare professionals. Participants were 135 PGs under treatment (109 males, mean age = 50.07). Results showed that most PGs achieved a significant improvement in their quality of life, with less gambling behavior, GD symptoms, and lower craving. No shift toward online gambling and very limited shift towards other potential addictive and excessive behaviors occurred. The longer the treatment, the more monitoring is present and the better the results in terms of symptoms reduction. Individual and environmental characteristics during the lockdown favored the reduction in symptoms. Consideration for prevention and treatment are discussed.

scholarly journals Quality of Care Provided by Family Caregivers of Older People With Dementia: Measurement and Interpretations

2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 152-152
Author(s):  
Afeez Hazzan
Keyword(s):  
Quality Of Care ◽  
Older People ◽  
Family Caregivers ◽  
Family Caregiver ◽  
Primary Reason ◽  
People With Dementia ◽  
High Level ◽  
The Impact ◽  
The Relationship

Abstract Family caregivers of older people living with dementia are relatives, friends, or neighbors who provide assistance related to this condition, but who are unpaid for the services they provide. Although caregiving could be personally rewarding, many caregivers report a high level of strain. Compared to caregivers of older adults who do not have dementia, family caregivers of older people living with dementia report lower quality-of-life (QoL). In a published systematic review examining the relationship between family caregiver QoL and the quality of care provided, only one study was found to be somewhat relevant. The study suggested that the primary reason for an absence of research into the link between family caregiver QoL and quality of care was the absence of a questionnaire for measuring quality of care in dementia. Therefore, any attempt to investigate the impact of caregiver QoL on the care provided to older people with dementia must first address the lack of an instrument to measure quality of care. To address this issue, we interviewed approximately 20 family caregivers in order to elicit feedback on measurements and interpretation of the quality of care provided by family caregivers of older people living with dementia. Content analysis of the interview transcripts revealed that the quality of relationships with family, caregiver availability to provide or supervise care, and availability of paid or volunteer help are important for the quality of care provided. These results have important implications, particularly for the development of an instrument to measure quality of care in dementia.

Tinnitus Impact: Three Different Measurement Tools

2003 ◽  
Vol 14 (04) ◽  
pp. 181-187 ◽  
Author(s):  
Christopher D. Bauch ◽  
Susan G. Lynn ◽  
Donald E. Williams ◽  
Michael W. Mellon ◽  
Amy L. Weaver
Keyword(s):  
Quality Of Life ◽  
Severity Index ◽  
Assessment Tools ◽  
Symptom Checklist ◽  
Tinnitus Handicap Inventory ◽  
Measurement Tools ◽  
Medical Population ◽  
High Level ◽  
The Impact

The impact of tinnitus and overall levels of distress were measured with three assessment tools for patients with tinnitus. The Tinnitus Handicap Inventory (THI), the Symptom Checklist-90-Revised (SCL-90-R) and an activities limitations questionnaire were administered to 53 audiology patients reporting tinnitus. Forty-three percent of these patients experienced either quality of life reductions associated with tinnitus, substantial perceived handicap, and/or a high level of distress. Results from the General Severity Index (GSI) of the SCL-90-R indicated that 25% of these patients displayed distress greater than that of the general medical population. The SCL-90-R can be a useful tool for audiologists working with tinnitus patients in assessing needs for referral for psychological or psychiatric counseling.

scholarly journals A CloudSat–CALIPSO View of Cloud and Precipitation Properties across Cold Fronts over the Global Oceans

2015 ◽  
Vol 28 (17) ◽  
pp. 6743-6762 ◽  
Author(s):  
Catherine M. Naud ◽  
Derek J. Posselt ◽  
Susan C. van den Heever
Keyword(s):  
Large Scale ◽  
Cold Front ◽  
Conveyor Belt ◽  
Low Level ◽  
Scale Parameters ◽  
Convective Clouds ◽  
Cold Fronts ◽  
Surface Front ◽  
High Level ◽  
The Impact

Abstract The distribution of cloud and precipitation properties across oceanic extratropical cyclone cold fronts is examined using four years of combined CloudSat radar and CALIPSO lidar retrievals. The global annual mean cloud and precipitation distributions show that low-level clouds are ubiquitous in the postfrontal zone while higher-level cloud frequency and precipitation peak in the warm sector along the surface front. Increases in temperature and moisture within the cold front region are associated with larger high-level but lower mid-/low-level cloud frequencies and precipitation decreases in the cold sector. This behavior seems to be related to a shift from stratiform to convective clouds and precipitation. Stronger ascent in the warm conveyor belt tends to enhance cloudiness and precipitation across the cold front. A strong temperature contrast between the warm and cold sectors also encourages greater post-cold-frontal cloud occurrence. While the seasonal contrasts in environmental temperature, moisture, and ascent strength are enough to explain most of the variations in cloud and precipitation across cold fronts in both hemispheres, they do not fully explain the differences between Northern and Southern Hemisphere cold fronts. These differences are better explained when the impact of the contrast in temperature across the cold front is also considered. In addition, these large-scale parameters do not explain the relatively large frequency in springtime postfrontal precipitation.

Morphological traits of the development of the skin and wool cover in sheep of Prikatunsky meat and wool type

2021 ◽  
pp. 60-68
Author(s):  
I. I. Dmitrik ◽  
G. V. Zavgorodnyaya ◽  
M. I. Pavlova ◽  
N. A. Podkorytov
Keyword(s):  
Physical Properties ◽  
Morphological Traits ◽  
Age Groups ◽  
Body Side ◽  
Low Level ◽  
Research Material ◽  
High Level ◽  
Significant Factors

A large number of works are devoted to the development of the skin and hair cover of sheep, depending on their breed affiliation, age, feeding conditions and housing. The authors point out that along with other conditions the quality of wool and wool clip is greatly influenced by the conditions of the feeding of animals. A high level of feeding increases the wool clip and improves the quality of the wool and vice versa a low level reduces, causes thinning and worsens other physical properties of the wool. As is known, one of the significant factors that determine the increase in wool clip is the size of the animal and, consequently, the total area of the skin. The purpose of the research was to investigate the morphological traits of the development of the skin and wool cover in sheep of Prikatunsky meat and wool type. The research material was wool samples from four topographic areas of the animal’s body (side/thigh/back/belly) and skin (side) of different sex and age groups, selected from the animals of the studied groups. In the course of research, the quality of wool and indicators of the histostructure of the skin of Prikatunsky meat and wool type of sheep have been investigated. In terms of thick-haired of wool, replacement rams and gimbers of Prikatunsky meat and wool type of sheep were superior by 4,82 pcs. per mm² or 19,0 % and 4,41 pcs. per mm² or 15,8 % of adult animals, respectively. Balance secondary follicles/primary follicles in young animals were higher by 10,3 and 17,3 % compared to breeding rams and ewes. The wool of the replacement young animals was thinner by 7,28 and 4,78 microns and they were more thick-haired. The obtained data will be used in the mating campaign when mating program rams in order to improve the sheep of Prikatunsky meat and wool type.

scholarly journals A Two-Level Sound Classification Platform for Environmental Monitoring

2018 ◽  
Vol 2018 ◽  
pp. 1-13 ◽  
Author(s):  
Stelios A. Mitilineos ◽  
Stelios M. Potirakis ◽  
Nicolas-Alexander Tatlas ◽  
Maria Rangoussi
Keyword(s):  
Cultural Heritage ◽  
Organizational Innovation ◽  
Gaussian Mixture ◽  
Low Level ◽  
Heritage Sites ◽  
Acoustic Sensor Networks ◽  
Preventive Actions ◽  
Integrated Platform ◽  
High Level ◽  
The Impact

STORM is an ongoing European research project that aims at developing an integrated platform for monitoring, protecting, and managing cultural heritage sites through technical and organizational innovation. Part of the scheduled preventive actions for the protection of cultural heritage is the development of wireless acoustic sensor networks (WASNs) that will be used for assessing the impact of human-generated activities as well as for monitoring potentially hazardous environmental phenomena. Collected sound samples will be forwarded to a central server where they will be automatically classified in a hierarchical manner; anthropogenic and environmental activity will be monitored, and stakeholders will be alarmed in the case of potential malevolent behavior or natural phenomena like excess rainfall, fire, gale, high tides, and waves. Herein, we present an integrated platform that includes sound sample denoising using wavelets, feature extraction from sound samples, Gaussian mixture modeling of these features, and a powerful two-layer neural network for automatic classification. We contribute to previous work by extending the proposed classification platform to perform low-level classification too, i.e., classify sounds to further subclasses that include airplane, car, and pistol sounds for the anthropogenic sound class; bird, dog, and snake sounds for the biophysical sound class; and fire, waterfall, and gale for the geophysical sound class. Classification results exhibit outstanding classification accuracy in both high-level and low-level classification thus demonstrating the feasibility of the proposed approach.

scholarly journals Saliency Detection by Multilevel Deep Pyramid Model

2018 ◽  
Vol 2018 ◽  
pp. 1-11 ◽  
Author(s):  
Hai Wang ◽  
Lei Dai ◽  
Yingfeng Cai ◽  
Long Chen ◽  
Yong Zhang
Keyword(s):  
Background Noise ◽  
State Of The Art ◽  
Saliency Detection ◽  
Saliency Map ◽  
Multiple Features ◽  
Low Level ◽  
Pyramid Model ◽  
High Level ◽  
Different Levels ◽  
Better Than

Traditional salient object detection models are divided into several classes based on low-level features and contrast between pixels. In this paper, we propose a model based on a multilevel deep pyramid (MLDP), which involves fusing multiple features on different levels. Firstly, the MLDP uses the original image as the input for a VGG16 model to extract high-level features and form an initial saliency map. Next, the MLDP further extracts high-level features to form a saliency map based on a deep pyramid. Then, the MLDP obtains the salient map fused with superpixels by extracting low-level features. After that, the MLDP applies background noise filtering to the saliency map fused with superpixels in order to filter out the interference of background noise and form a saliency map based on the foreground. Lastly, the MLDP combines the saliency map fused with the superpixels with the saliency map based on the foreground, which results in the final saliency map. The MLDP is not limited to low-level features while it fuses multiple features and achieves good results when extracting salient targets. As can be seen in our experiment section, the MLDP is better than the other 7 state-of-the-art models across three different public saliency datasets. Therefore, the MLDP has superiority and wide applicability in extraction of salient targets.

scholarly journals Effects of Climate Change on Grassland Biodiversity and Productivity: The Need for a Diversity of Models

2017 ◽  
Author(s):  
Marcel van Oijen ◽  
Gianni Bellocchi ◽  
Mats Höglind
Keyword(s):  
Climate Change ◽  
Model Development ◽  
Grassland Ecosystems ◽  
Climatic Impacts ◽  
Grassland Productivity ◽  
Climatic Responses ◽  
High Level ◽  
The Impact ◽  
Grassland Biodiversity

There is increasing evidence that the impact of climate change on the productivity of grasslands will at least partly depend on their biodiversity. A high level of biodiversity may confer stability to grassland ecosystems against environmental change, but there are also direct effects of biodiversity on the quantity and quality of grassland productivity. To explain the manifold interactions, and to predict future climatic responses, models may be used. However, models designed for studying the interaction between biodiversity and productivity tend to be structurally different from models for studying the effects of climatic impacts. Here we review the literature on the impacts of climate change on biodiversity and productivity of grasslands. We first discuss the availability of data for model development. Then we analyse strengths and weaknesses of three types of model: ecological, process-based and integrated. We discuss the merits of this model diversity and the scope for merging different model types.

Sign in / Sign up

Export Citation Format

Share Document