1 |
СТАНДАРТНЫЕ ЯЗЫКОВЫЕ ПРОЦЕССЫ КАК МЕТОД СОПОСТАВЛЕНИЯ МИКРОСИСТЕМ ... : STANDARD LANGUAGE PROCESSES: COMPARATIVE STUDY OF MICROSYSTEMS ...
|
|
Шабанова, Т.Д.; Юсупова, Ю.Р.. - : Государственное автономное образовательное учреждение высшего образования города Москвы «Московский городской педагогический университет», 2022
|
|
BASE
|
|
Show details
|
|
2 |
Exploring Bidirectional Performance of Hotel Attributes through Online Reviews Based on Sentiment Analysis and Kano-IPA Model
|
|
|
|
In: Applied Sciences; Volume 12; Issue 2; Pages: 692 (2022)
|
|
BASE
|
|
Show details
|
|
3 |
Analysis of Destination Images in the Emerging Ski Market: The Case Study in the Host City of the 2022 Beijing Winter Olympic Games
|
|
|
|
In: Sustainability; Volume 14; Issue 1; Pages: 555 (2022)
|
|
BASE
|
|
Show details
|
|
4 |
How Do Chinese People View Cyberbullying? A Text Analysis Based on Social Media
|
|
|
|
In: International Journal of Environmental Research and Public Health; Volume 19; Issue 3; Pages: 1822 (2022)
|
|
BASE
|
|
Show details
|
|
5 |
Machine Learning Approach for Personality Recognition in Spanish Texts
|
|
|
|
In: Applied Sciences; Volume 12; Issue 6; Pages: 2985 (2022)
|
|
Abstract:
Personality is a unique trait that distinguishes an individual. It includes an ensemble of peculiarities on how people think, feel, and behave that affects the interactions and relationships of people. Personality is useful in diverse areas such as marketing, training, education, and human resource management. There are various approaches for personality recognition and different psychological models. Preceding work indicates that linguistic analysis is a promising way to recognize personality. In this work, a proposal for personality recognition relying on the dominance, influence, steadiness, and compliance (DISC) model and statistical methods for language analysis is presented. To build the model, a survey was conducted with 120 participants. The survey consisted in the completion of a personality test and handwritten paragraphs. The study resulted in a dataset that was used to train several machine learning algorithms. It was found that the AdaBoost classifier achieved the best results followed by Random Forest. In both cases a feature selection pre-process with Pearson’s Correlation was conducted. AdaBoost classifier obtained the average scores: accuracy = 0.782, precision = 0.795, recall = 0.782, F-measure = 0.786, receiver operating characteristic (ROC) area = 0.939.
|
|
Keyword:
DISC model; personality recognition; predictive model; text analysis
|
|
URL: https://doi.org/10.3390/app12062985
|
|
BASE
|
|
Hide details
|
|
6 |
FORMS AND METHODS IN MODERN APPROACHES TO STUDENT SELF LEARNING ...
|
|
|
|
BASE
|
|
Show details
|
|
7 |
FORMS AND METHODS IN MODERN APPROACHES TO STUDENT SELF LEARNING ...
|
|
|
|
BASE
|
|
Show details
|
|
9 |
Software Engineering Meets Systems Engineering: Conceptual Modeling Applied to Engineering Operations
|
|
|
|
In: ISSN: 1738-7906 ; International Journal of Computer Science and Network Security ; https://hal.archives-ouvertes.fr/hal-03404932 ; International Journal of Computer Science and Network Security, International Journal of Computer Science and Network Security, 2021, ⟨10.22937/IJCSNS.2021.21.10.47⟩ (2021)
|
|
BASE
|
|
Show details
|
|
10 |
МОДЕЛЬ ПРЕСТУПНОСТИ В СССР: ОПЫТ СИСТЕМНОГО АНАЛИЗА ... : MODEL OF CRIMINALITY IN THE USSR: SYSTEM ANALYSIS EXPERIENCE ...
|
|
|
|
BASE
|
|
Show details
|
|
11 |
Argumentative topoi seen from a discourse analytic perspective ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
РЕАЛИЗАЦИЯ ИНТЕРАКТИВНОЙ МОДЕЛИ НА ЗАНЯТИЯХ ПО ИНОСТРАННОМУ ЯЗЫКУ В ВУЗЕ ... : IMPLEMENTATION OF AN INTERACTIVE MODEL IN FOREIGN LANGUAGE CLASSES AT A UNIVERSITY ...
|
|
|
|
BASE
|
|
Show details
|
|
13 |
Тематический анализ текстовой информации на основе частотных характеристик ... : Thematic Analysis of Text Information Based on Frequency Characteristics ...
|
|
|
|
BASE
|
|
Show details
|
|
14 |
Real-Time Infoveillance of Moroccan Social Media Users’ Sentiments towards the COVID-19 Pandemic and Its Management
|
|
|
|
In: International Journal of Environmental Research and Public Health ; Volume 18 ; Issue 22 (2021)
|
|
BASE
|
|
Show details
|
|
15 |
Quantitative Comparison between Traditional and Intensive Face-to-Face Education through an Organizational Model
|
|
|
|
In: Education Sciences; Volume 11; Issue 12; Pages: 820 (2021)
|
|
BASE
|
|
Show details
|
|
16 |
Structural Dialectic Model of Care: A Guide to Beliefs, Scenarios and Social Actors Analysis in Nursing Research
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Improving the Fitness Function of an Evolutionary Suspense Generator Through Sentiment Analysis
|
|
|
|
In: IEEE Access, vol. 9, pp. 39626-39635, 2021 (2021)
|
|
BASE
|
|
Show details
|
|
18 |
APPLICATION OF THE ECONOMETRIC APPROACH TO FORECASTING THE KEY INDICATORS IN RENTAL OPERATIONS ; ЗАСТОСУВАННЯ ЕКОНОМЕТРИЧНОГО ПІДХОДУ ДО ПРОГНОЗУВАННЯ КЛЮЧОВИХ ПОКАЗНИКІВ В ОРЕНДНИХ ОПЕРАЦІЯХ
|
|
|
|
In: The Economic Discourse; No. 3 (2020); 106-116 ; Економічний дискурс; № 3 (2020); 106-116 ; 2410-7476 ; 2410-0919 ; 10.36742/2410-0919-2020-3 (2021)
|
|
BASE
|
|
Show details
|
|
19 |
Argumentative topoi seen from a discourse analytic perspective
|
|
|
|
In: Lingue e Linguaggi; Volume 42 (2021) Special Issue; 51-75 (2021)
|
|
BASE
|
|
Show details
|
|
20 |
The English and Chinese language versions of the Short Form 12-item Health Survey are equivalent
|
|
|
|
BASE
|
|
Show details
|
|
|
|