Arailym-tleubayeva/sist-english-corpus huggingface dataset:
Title: About the Need to Attract Girls to Education Using the Stem Methodology in the Informatics Educational Program
Abstract: The article considered the need to promote women in education along the path of STEM (science, technology, engineering and mathematics). Nowadays, more and more women are working in male-dominated fields. While STEM is still dominated by men, and there is an increase in women in education [1]. Based on this, statistical data on the choice of an educational program (EP) “Informatics” along the STEM trajectory by men and women after secondary education were studied. Based on the data received from the departments to which (EP) informatics belongs, data from 6 universities of Kazakhstan were requested. The sample consisted of students enrolled in the informatics educational program from the 1st to the 4th year. To study this, we used a quantitative analysis method, thanks to which we found that women are much more likely to choose a pedagogical direction than men. Our results show that an environment with gender-normative ideas pushes women to get STEM education more often than men. To this end, we are considering the issue of informatics along the STEM trajectory, as well as the creation of additional sections to the content of professional disciplines taught in the EP “Informatics”. This textbook is intended for students of pedagogical universities preparing future teachers of informatics in secondary schools.
Keywords: STEM;gender;women;men;methods;education;universities
Review score: High
Review comment: you need to use a template for the title of the section of the article. Abstract and conclusion are written without references. If you use STEAM, you need to decipher the words (science, technology, engineering, a? maths)
Title: About the Need to Attract Girls to Education Using the Stem Methodology in the Informatics Educational Program
Abstract: The article considered the need to promote women in education along the path of STEM (science, technology, engineering and mathematics). Nowadays, more and more women are working in male-dominated fields. While STEM is still dominated by men, and there is an increase in women in education [1]. Based on this, statistical data on the choice of an educational program (EP) “Informatics” along the STEM trajectory by men and women after secondary education were studied. Based on the data received from the departments to which (EP) informatics belongs, data from 6 universities of Kazakhstan were requested. The sample consisted of students enrolled in the informatics educational program from the 1st to the 4th year. To study this, we used a quantitative analysis method, thanks to which we found that women are much more likely to choose a pedagogical direction than men. Our results show that an environment with gender-normative ideas pushes women to get STEM education more often than men. To this end, we are considering the issue of informatics along the STEM trajectory, as well as the creation of additional sections to the content of professional disciplines taught in the EP “Informatics”. This textbook is intended for students of pedagogical universities preparing future teachers of informatics in secondary schools.
Keywords: STEM;gender;women;men;methods;education;universities
Review score: Moderate
Review comment: The paper includes two terms STEM and STEAM trajectory: is there any difference or is it a typo? 
The research methodology is not clearly explained: there is a need to demonstarte in details how quantitative analysis is performed and how the results were obtained.
The limitations of study is not considered.
The discussion and conclusion should give clear answers and be relevant to the research questions and are supported by the data
Title: A Robust Asymmetric Mixture Model for Image Segmentation
Abstract: Image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics. The goal of segmentation is to simplify and change the representation of an image into something that is more meaningful and easier to analyze. Gaussian mixture model (GMM) and Student's-t mixture model (SMM) are well known and simple tools for image segmentation, but these methods suffer from several drawbacks. GMM and SMM have very poor results in the case of asymmetric distribution. In this paper, we present a new asymmetric mixture model for image segmentation. The proposed model uses Student's t-distribution that has heavier tails, multivariate asymmetric distribution and it is more robust than Gaussian. Simulation results demonstrate that our proposed method has a better performance than clustering methods which based on finite mixture models with probability density functions.
Keywords: GMM;SMM;EM;image segmentation
Review score: High
Review comment: The experiment was done by a good method
Title: A Robust Asymmetric Mixture Model for Image Segmentation
Abstract: Image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics. The goal of segmentation is to simplify and change the representation of an image into something that is more meaningful and easier to analyze. Gaussian mixture model (GMM) and Student's-t mixture model (SMM) are well known and simple tools for image segmentation, but these methods suffer from several drawbacks. GMM and SMM have very poor results in the case of asymmetric distribution. In this paper, we present a new asymmetric mixture model for image segmentation. The proposed model uses Student's t-distribution that has heavier tails, multivariate asymmetric distribution and it is more robust than Gaussian. Simulation results demonstrate that our proposed method has a better performance than clustering methods which based on finite mixture models with probability density functions.
Keywords: GMM;SMM;EM;image segmentation
Review score: Moderate
Review comment: everything is done according to the standards
Title: Throughput Optimization for Mobile Nodes With Wireless Energy Harvesting in Cellular Networks
Abstract: This paper mainly focuses on the throughput optimization for the mobile nodes in wireless cellular networks in which the mobile nodes are with the wireless energy harvest capability. The paper mainly considers the following problem: In the case of having requirement on the maximum of data transmission delay, how to design its optimal transmission policy and allocate its power resource for mobile users? To do so, this paper considers the case of with maximum delay requirement of data transmission. The optimal transmission policy is to minimize the packet loss probability while satisfying the basic transmission data rate requirement of users. The paper first characterizes the system model by using Constrained Markov Decision Process (CMDP) and formulates the optimal problem by maximizing the average network throughput. This paper also presents the analytical results and the corresponding simulation results. These results clearly show the effects of the maximum energy storage capacity and the maximum time delays on the user's service in terms of throughput and loss probability. Simulation results indicate the advantage of the proposed optimal policy over the conventional policies. The study finds that increasing the battery power storage capacity and/or increasing the maximum delay time slots will increase the real achieved throughput and reduce the packet loss probability under certain conditions. In addition, the study also finds a threshold phenomenon: if the minimum throughput demand is larger than a value, its real achieved throughput and the packet loss probability will not change again as the maximum delay time and the battery capacity are large enough. These results provide more insights on the system design for wireless power energy harvesting communication systems.
Keywords: Markov decision process;loss probability;through-put optimization;wireless energy harvesting
Review score: Moderate
Review comment: In substantiating the relevance of the topic, it is recommended to cite several recent scientific papers.
The Figure 1 -  requires improvement.
Title: Throughput Optimization for Mobile Nodes With Wireless Energy Harvesting in Cellular Networks
Abstract: This paper mainly focuses on the throughput optimization for the mobile nodes in wireless cellular networks in which the mobile nodes are with the wireless energy harvest capability. The paper mainly considers the following problem: In the case of having requirement on the maximum of data transmission delay, how to design its optimal transmission policy and allocate its power resource for mobile users? To do so, this paper considers the case of with maximum delay requirement of data transmission. The optimal transmission policy is to minimize the packet loss probability while satisfying the basic transmission data rate requirement of users. The paper first characterizes the system model by using Constrained Markov Decision Process (CMDP) and formulates the optimal problem by maximizing the average network throughput. This paper also presents the analytical results and the corresponding simulation results. These results clearly show the effects of the maximum energy storage capacity and the maximum time delays on the user's service in terms of throughput and loss probability. Simulation results indicate the advantage of the proposed optimal policy over the conventional policies. The study finds that increasing the battery power storage capacity and/or increasing the maximum delay time slots will increase the real achieved throughput and reduce the packet loss probability under certain conditions. In addition, the study also finds a threshold phenomenon: if the minimum throughput demand is larger than a value, its real achieved throughput and the packet loss probability will not change again as the maximum delay time and the battery capacity are large enough. These results provide more insights on the system design for wireless power energy harvesting communication systems.
Keywords: Markov decision process;loss probability;through-put optimization;wireless energy harvesting
Review score: High
Review comment: The investigation presented with well-defined problem statement, objective and research question. Both objective and method connects the dot of the investigation on the wireless energy harvesting in cellular networks. 

The method is well structured, beginning with the model of the system, mathematical representation of the model and lastly the performance evaluation method. 

The findings are well explained and have the element of technicality with figures provide an essential representation on the result obtained from the analysis. 

The conclusion are sufficiently discussed. However, it would be great if the author to add a line or two on the future direction of the research which based on the conclusion presented from this submission.
Title: Distortion of Information Value in IT Business Processes: Case Study for Astana IT University Students
Abstract: The growing range of information flow has impacted the way its value is perceived and transmitted among members of organizations or teams. Previous research has primarily focused on how information was transmitted, considering various flow directions and information formats. The issue of intricate communication conditions highlights the lack of a systematic approach to information flow, which considers all the nuances of human communication and relationships. By gathering student representatives from different educational programs at Astana IT University, we created a simulated environment in the IT business process. The focus group members transmitted information in different formats and circumstances, allowing us to find the factors that cause distortion in the flow of information and its conceptual causes. Our research paper presents valuable insights for developing an optimized process for transferring data in the information stream, to prevent the distortion of its value.
Keywords: Distortion;information;information flow;IT business process;information value
Title: Development of an Intelligent Monitoring System Based on the Use of Fiber-Optic Sensors and Deep Learning
Abstract: Fiber-optic sensors are commonly used in modern monitoring systems. This article discusses a monitoring system using a fiber-optic sensor built using a camera. As the study showed, the newly proposed method requires a machine learning system to determine the displacement of stone slabs accurately. However, this system needs to have higher accuracy in determining the distance to the damage. This work aims to develop a deep learning system that considers external disturbances affecting a light spot's image.
Keywords: component;formatting;style;styling (key words)
Review score: High
Review comment: everything is done according to the standard
Title: Development of an Intelligent Monitoring System Based on the Use of Fiber-Optic Sensors and Deep Learning
Abstract: Fiber-optic sensors are commonly used in modern monitoring systems. This article discusses a monitoring system using a fiber-optic sensor built using a camera. As the study showed, the newly proposed method requires a machine learning system to determine the displacement of stone slabs accurately. However, this system needs to have higher accuracy in determining the distance to the damage. This work aims to develop a deep learning system that considers external disturbances affecting a light spot's image.
Keywords: component;formatting;style;styling (key words)
Review score: High
Review comment: The research topic is relevant. There is a good analysis of the area under study in the form of an overview. The use of optical fiber as a sensor has been introduced previously, but the proposals of the deep learning model and the designed experimental installation are of scientific interest. The article meets the requirements of the conference and is designed according to the template.
Title: Assessing the Risk of Currency Digitalization in Kazakhstan
Abstract: Every year, new technologies in every industry change the model and structure of processes in human life. Including the economy, which interacts so closely with us. After the advent of blockchain technology, many years have passed to test the viability of digital currency and digital wallets. Many countries are already introducing digital currencies at the state level. Since 2021, a study has begun on the need to introduce a national digital currency. A pilot project with basic functions was also developed and test launches of the digital tenge were carried out.
Keywords: digital tenge;central bank;blockchain;fiat money;digital currency;National Bank of the Republic of Kazakhstan
Title: Development of the Smart Office Concept
Abstract: This article proposes a new concept of a smart office that allows the monitoring of employees' health. According to the literature review, the technology used to monitor office workers' health is still in research. The statistics prove the relevance of the human health monitoring system. The paper proposes the smart office concept that will cover the designed structural model of the health monitoring system. The principles and criteria that determine the need to introduce such a system to the workplaces of office employees are defined. The physical model demonstrating the content of the system is described. The diagram of the data flow is presented. The structural scheme of the algorithm is developed. A description of the database and server is given. The mathematical foundation of the deep learning system is described.
Keywords: smart office;health monitoring system;smart chair;smart technology)
Review score: High
Review comment: everything is done according to the standard
Title: Development of the Smart Office Concept
Abstract: This article proposes a new concept of a smart office that allows the monitoring of employees' health. According to the literature review, the technology used to monitor office workers' health is still in research. The statistics prove the relevance of the human health monitoring system. The paper proposes the smart office concept that will cover the designed structural model of the health monitoring system. The principles and criteria that determine the need to introduce such a system to the workplaces of office employees are defined. The physical model demonstrating the content of the system is described. The diagram of the data flow is presented. The structural scheme of the algorithm is developed. A description of the database and server is given. The mathematical foundation of the deep learning system is described.
Keywords: smart office;health monitoring system;smart chair;smart technology)
Review score: High
Review comment: Correct Reference [1]
Title: Topic Modeling for Recent Newspaper Publications on Blockchain Technology in Kazakhstan
Abstract: This paper aims to investigate the recent discussions and trends related to blockchain technology in Kazakhstan through topic modeling of newspaper publications. Utilizing advanced text analytics techniques, the study provides an in-depth analysis of the themes and topics discussed in the Kazakhstani media regarding blockchain and its potential applications in various sectors. The results of the study will shed light on the current state of blockchain awareness and adoption in Kazakhstan, as well as provide insights into the areas that require further attention and investment. The paper aims to serve as a valuable resource for policymakers, businesses, and technology enthusiasts looking to understand the impact of blockchain on Kazakhstan's economy and society.
Keywords: blockchain;digital tenge;topic modeling;text mining;Kazakhstan digitalization;criptocurrency
Review score: Moderate
Review comment: IT is recommended to publish the dataset of 51 news articles from 2021-2023. It is also recommended to add discussion on “Findings”. The article naming is not fully relevant and suitable to the article.
Title: Topic Modeling for Recent Newspaper Publications on Blockchain Technology in Kazakhstan
Abstract: This paper aims to investigate the recent discussions and trends related to blockchain technology in Kazakhstan through topic modeling of newspaper publications. Utilizing advanced text analytics techniques, the study provides an in-depth analysis of the themes and topics discussed in the Kazakhstani media regarding blockchain and its potential applications in various sectors. The results of the study will shed light on the current state of blockchain awareness and adoption in Kazakhstan, as well as provide insights into the areas that require further attention and investment. The paper aims to serve as a valuable resource for policymakers, businesses, and technology enthusiasts looking to understand the impact of blockchain on Kazakhstan's economy and society.
Keywords: blockchain;digital tenge;topic modeling;text mining;Kazakhstan digitalization;criptocurrency
Review score: High
Review comment: Tha paper is presented actual and novelty problems. 
It demostrate a good literature review and research results of the study.
Title: Development of a Real-Time Object Tracking System Using Computer Vision and Pan-Tilt Control
Abstract: This paper presents an investigation of the development of a real-time object tracking system that utilizes computer vision techniques and incorporates pan-tilt control mechanisms. The system architecture includes hardware components such as a camera and a pan-tilt mechanism, and software components such as object detection and tracking algorithms. To achieve efficient and accurate tracking, the Kalman filter, which uses a state-space model, was included in the object tracking process. The proposed system is implemented and evaluated through experiments to demonstrate its feasibility and effectiveness in real-world scenarios. The results indicate that the proposed system is capable of achieving real-time and accurate object tracking, demonstrating its potential for practical applications in various fields.
Keywords: Pan-Tilt;OpenCV;Face Recognition;Servo Motors
Review score: Moderate
Review comment: The paper is good wtitten and study a innovative methods and experiments to develop a real-time object tracking system based on the computer vision techniques.
At the same time, there are a minor improvements that needs to revise.
1. In the hole paper there are no any references to presented figures. It is reccomended to include to the text of the paper.
2. There are no references too to the equations in the text of the paper.  It is reccomended to include to the text of the paper.
3. In paper there are no references and any explanations to the using literature sourses such as 6,7,8,9, and 10. It is reccomended to include to the text of the paper.
4. Reference list includes 50% of the old sources and literatures (more then 5 year earlier). It is reccomended to update and include more lastest literatures to the paper.
Title: Development of a Real-Time Object Tracking System Using Computer Vision and Pan-Tilt Control
Abstract: This paper presents an investigation of the development of a real-time object tracking system that utilizes computer vision techniques and incorporates pan-tilt control mechanisms. The system architecture includes hardware components such as a camera and a pan-tilt mechanism, and software components such as object detection and tracking algorithms. To achieve efficient and accurate tracking, the Kalman filter, which uses a state-space model, was included in the object tracking process. The proposed system is implemented and evaluated through experiments to demonstrate its feasibility and effectiveness in real-world scenarios. The results indicate that the proposed system is capable of achieving real-time and accurate object tracking, demonstrating its potential for practical applications in various fields.
Keywords: Pan-Tilt;OpenCV;Face Recognition;Servo Motors
Review score: Moderate
Review comment: According to research most points of theme has been successfully represented. Hardware and software use has been shown on competetive level.
Title: Transformation In,Of,By a Citizen of Smart City
Abstract: The introduction of the concept of smart cities leads to a change in the roles of the main participants, reforming the planning system of urban policies. The paper analyzes the structural changes in roles in three perspectives: the perception of citizens (in), the citizens themselves (of), produced by citizens (by). Analysis from each perspective makes it possible to formulate more effective policies for applying technological solutions for cities and residents.
Keywords: Smart City;citizen participation;urban development;urban transformation
Review score: Low
Review comment: The paper does not correspond to the subject of the conference, there is no scientific novelty
Title: Transformation In,Of,By a Citizen of Smart City
Abstract: The introduction of the concept of smart cities leads to a change in the roles of the main participants, reforming the planning system of urban policies. The paper analyzes the structural changes in roles in three perspectives: the perception of citizens (in), the citizens themselves (of), produced by citizens (by). Analysis from each perspective makes it possible to formulate more effective policies for applying technological solutions for cities and residents.
Keywords: Smart City;citizen participation;urban development;urban transformation
Review score: High
Review comment: Generally It is good papper.