Arailym-tleubayeva/sist-english-corpus huggingface dataset:
Title: Construction of Optimal Geographical Routes Using User-Defined Coordinates Based on Existing Algorithms
Abstract: Nowadays., people are getting used to having a lot of things in their lives simplified by using a number of various mobile applications which help them in different situations. Tourism is one of the categories which some of these applications are being developed for. We are provided with applications for finding highly rated restaurants, interesting attractions, or the best way to get to a certain place. Route planning is one of the key actions when preparing for a trip. Maybe not everyone does it, but by having a plan of visiting our points of interest, we better know what types of traffic we need to use, as well as how much time can we spend on certain attractions. With our recommendation system for the routes, we want to reach relevance that will be comparable with the results of the existing recommendation systems for attractions. Another goal is to reach the high usability of our solution. This can be tested by usability testing. The usability should be higher than that reached by the existing applications. With usability, also performance is associated. We will strive to reach the performance of the existing solutions. Information resource creation and provision projects are characterized by a clear formalization of actions on obtaining and processing information. These actions are repeated in different projects, such as project of construction of optimal geographical routes.
Keywords: route planning;tourism;traffic;graph algorithms;usability
Review score: Moderate
Review comment: The paper presents a clustering algorithm for grouping spatial points, which can increase the efficiency of the algorithm. The authors also discuss the tourist trip design problem (TTDP) and its algorithmic approaches for solving it. The paper compares the functionalities of four applications and discusses their advantages and drawbacks.
Overall, the paper is well-written. However, the novelty of the proposed method is not clear. The paper does not provide a clear description of how the proposed method is different from existing algorithms and methods for constructing optimal geographical routes. Therefore, I recommend that the authors revise the paper to clearly state the novelty of their proposed method. Also there is necessary to remove links from the abstracts. 
Based on the current version of the paper, I recommend accepting it for presentation at the conference, provided that the authors address the issue of the novelty of their proposed method.
Title: Construction of Optimal Geographical Routes Using User-Defined Coordinates Based on Existing Algorithms
Abstract: Nowadays., people are getting used to having a lot of things in their lives simplified by using a number of various mobile applications which help them in different situations. Tourism is one of the categories which some of these applications are being developed for. We are provided with applications for finding highly rated restaurants, interesting attractions, or the best way to get to a certain place. Route planning is one of the key actions when preparing for a trip. Maybe not everyone does it, but by having a plan of visiting our points of interest, we better know what types of traffic we need to use, as well as how much time can we spend on certain attractions. With our recommendation system for the routes, we want to reach relevance that will be comparable with the results of the existing recommendation systems for attractions. Another goal is to reach the high usability of our solution. This can be tested by usability testing. The usability should be higher than that reached by the existing applications. With usability, also performance is associated. We will strive to reach the performance of the existing solutions. Information resource creation and provision projects are characterized by a clear formalization of actions on obtaining and processing information. These actions are repeated in different projects, such as project of construction of optimal geographical routes.
Keywords: route planning;tourism;traffic;graph algorithms;usability
Review score: High
Review comment: The work is aimed to elaborate requirements towards an application intended to support planing touristic trips. An in-depth analysis is given on available route planing applications considering their functionality and usability. A list of good-to-have features is composed to improve the user experience along with discussing on possible implementation of a recommendations system. A route generating problem is formalised as an optimisation problem which can be solved with dynamical programming methods.

Work novelty and practical importance are obvious from the provided comprehensive analysis of state-of-the-art presented in a clear and concise way. The work is highly relevant for the conference scope and should be definitely recommended to be accepted for publication and presentation. A double-check of the text is advisable to correct some minor technical errors (e.g. “Full tourist activities The cycle includes actions” or “Variety of tourist needs and attributes of tourist attractions search and processing complex”).
Title: Study of the Adequacy of the Bim Model in the Survey of Damaged Building Objects
Abstract: The article examines approaches to determining the adequacy of the BIM model when surveying construction sites that have suffered as a result of hostilities. In particular, it has been determined that the inspection of construction objects and structures damaged during aggressive influence, in particular combat operations, requires the development of special measures for conducting the inspection. The process of the actual condition of the construction structures of the structures under investigation, taking into account safety measures, including the danger of collapse of structures or structures, the presence of explosive substances and means on the territory of the survey, the presence of harmful construction materials on the sites, etc., requires significant attention. Modern methods of inspection of buildings and structures determine the periodicity of work, which usually takes into account the specifics of the object, its actual condition and expert recommendations of a specialist. Such approaches are justified under normal operating conditions of construction objects, but are not effective in the presence of variable factors caused by external influences, such as military operations or natural disasters. Analysis of the state of buildings and structures, as well as their structures, is proposed to be carried out discretely to form a picture of changes in their state over time. The degree of discreteness is determined by the expert. Conducting an initial survey of building structures using remote monitoring allows you to form an information database about the state of these structures. Means of remote monitoring, in particular, UAVs, make it possible to obtain the accuracy of studies of the state of structures within 20 mm. Such values are not exhaustive, they allow to determine only generalized parameters, for example, the scope of work, the implementation of monitoring of the execution of related works, etc., therefore, at present, the search for methods and means of remote monitoring is being carried out to increase the accuracy of measurements for the study of cracking of structures, exact deviations of structures from design, etc. Modern software tools make it possible to create intermediate 3D models of objects using photogrammetry methods during geodetic research. Comparative analysis of simulation modeling of construction objects and their cartographic analysis allow to adjust the BIM model of the object for the development of measures to restore its operational state or disposal or conservation.
Keywords: BIM model;damage building object;technology;inspection;UA V;3D digital model
Review score: Moderate
Review comment: The recommendation is to add about the algorithm used in your source code and add a mathematical model.
Distribute according to the requirements of the conference by chapters: introduction, methodology, results, conclusion
Title: Study of the Adequacy of the Bim Model in the Survey of Damaged Building Objects
Abstract: The article examines approaches to determining the adequacy of the BIM model when surveying construction sites that have suffered as a result of hostilities. In particular, it has been determined that the inspection of construction objects and structures damaged during aggressive influence, in particular combat operations, requires the development of special measures for conducting the inspection. The process of the actual condition of the construction structures of the structures under investigation, taking into account safety measures, including the danger of collapse of structures or structures, the presence of explosive substances and means on the territory of the survey, the presence of harmful construction materials on the sites, etc., requires significant attention. Modern methods of inspection of buildings and structures determine the periodicity of work, which usually takes into account the specifics of the object, its actual condition and expert recommendations of a specialist. Such approaches are justified under normal operating conditions of construction objects, but are not effective in the presence of variable factors caused by external influences, such as military operations or natural disasters. Analysis of the state of buildings and structures, as well as their structures, is proposed to be carried out discretely to form a picture of changes in their state over time. The degree of discreteness is determined by the expert. Conducting an initial survey of building structures using remote monitoring allows you to form an information database about the state of these structures. Means of remote monitoring, in particular, UAVs, make it possible to obtain the accuracy of studies of the state of structures within 20 mm. Such values are not exhaustive, they allow to determine only generalized parameters, for example, the scope of work, the implementation of monitoring of the execution of related works, etc., therefore, at present, the search for methods and means of remote monitoring is being carried out to increase the accuracy of measurements for the study of cracking of structures, exact deviations of structures from design, etc. Modern software tools make it possible to create intermediate 3D models of objects using photogrammetry methods during geodetic research. Comparative analysis of simulation modeling of construction objects and their cartographic analysis allow to adjust the BIM model of the object for the development of measures to restore its operational state or disposal or conservation.
Keywords: BIM model;damage building object;technology;inspection;UA V;3D digital model
Review score: Low
Review comment: The paper has no scientific novelty. Very weak literature review.
Title: Transforming Cognitive Maps into Markov Process Models for Software Development Projects
Abstract: The complexity of managing software development projects in organizational and technical systems is due to a number of features. Such projects are weakly structured systems. The parameters of weakly structured systems form a complex “web” of connections and states that change over time. The development of projects in such a multifactorial environment can only be represented in the form of qualitative models. The use of cognitive maps with their subsequent presentation in the form of Markov chains allows quantifying the course of project processes, which are the main condition for the success of the project. At the same time, quantitative estimates represent not only a multi-vector picture of the state of projects, but also have the property of forecasting. The scope of the proposed method can be significantly expanded through the use in the educational process in the training of professionals in the field of programming and project management.
Keywords: IT-project;cognitive map;Markov's chain;project-oriented systems;SWEBOK;directed graph;matrix of transition
Title: Development of a Cognitive Model of the Interaction of Knowledge Carriers in the Educational Environment
Abstract: Today the main trends in the development of advanced education are associated with the presence of competitive relations between universities. Thus, the main index of educational exertion is the quality of training of specialists with the necessary capabilities and meeting the conditions of the request. The research shows that capabilities and knowledge need to be continuously bettered. These changes are formed through the introductory parcels of scholars, brigades of preceptors, deep knowledge systems and learning systems due to the transfer of knowledge from outdoors to the educational terrain. The knowledge operation structure contains four abecedarian realities of knowledge carriers the client (students), a platoon of mentors, training systems and in-depth knowledge. These things are always engaging in knowledge. The results attained are the base for substantiating the conception of lifelong learning and fresh training of mentors in the event of a lack of knowledge necessary for the perpetration of a unique educational exertion.
Keywords: educational project;model L.A. Rastrigin;Markov processes;knowledge management;cognitive model;educational environment
Review score: Moderate
Review comment: it's better to use one font
Title: Development of a Cognitive Model of the Interaction of Knowledge Carriers in the Educational Environment
Abstract: Today the main trends in the development of advanced education are associated with the presence of competitive relations between universities. Thus, the main index of educational exertion is the quality of training of specialists with the necessary capabilities and meeting the conditions of the request. The research shows that capabilities and knowledge need to be continuously bettered. These changes are formed through the introductory parcels of scholars, brigades of preceptors, deep knowledge systems and learning systems due to the transfer of knowledge from outdoors to the educational terrain. The knowledge operation structure contains four abecedarian realities of knowledge carriers the client (students), a platoon of mentors, training systems and in-depth knowledge. These things are always engaging in knowledge. The results attained are the base for substantiating the conception of lifelong learning and fresh training of mentors in the event of a lack of knowledge necessary for the perpetration of a unique educational exertion.
Keywords: educational project;model L.A. Rastrigin;Markov processes;knowledge management;cognitive model;educational environment
Review score: Moderate
Review comment: The presentation style is good, does not require editing, reduction.
General conclusion.  Limitations of study should be clearly indicated.
Generally, the article is relevant, has a scientific and practical novelty, is recommended for publication.
Title: Latency Measurement Approach for Black Box Components in Edge Computing Environments
Abstract: Edge computing has recently gained significant attention in research and industry in order to provide cloud services closer to the user and thus to the source of data and events. In fact, Edge Computing is seen a key enabler of latency critical or tactile Internet services as these cannot tolerate latency induced by workload transfer to distant cloud computing data centers. The user equipment generating workload for offloading to the edge includes a vast variety of device types, from very small form factor devices such as sensors over highly specialized and integrated devices such as augmented reality wearable systems to mobile, powerful computation devices such as smartphones, tablets or laptops. Since low latency is the dominant criterion mandating the use of edge computing services also the diagnosis of latency occurring along the path between the user equipment and the edge server is of importance, specifically when the user experience is insufficient due to suspected high latencies. Accurate measurement of latency however can be challenging if closed black box components or entire systems are part of the edge service setting. For example, closed user equipment such as augmented reality wearables typically do not support intrusive measurement techniques. Additionally, synchronization with other components of the setting is often not supported. Therefore, this article presents a pragmatic end-to-end latency measurement approach specifically for edge computing settings with black box components based on the utilization of performance data inherently provided by the Real Time Control Protocol. The obtained results are validated using reference scenarios with only white box components and exemplary latency measurements within an edge computing setting deploying a private 5G network infrastructure are presented.
Keywords: edge computing;webRTC;Real Time Protocol;latency measurements
Title: Determination of the Optimal Number of Topics in the LDA Model When Working with Large Arrays of Text Data
Abstract: The article presents the issues of thematic modeling. The existing approaches for determining the optimal number of topics when working with text data are considered. Calculated metrics such as coherence score, perplexity. There are many widely used methods for determining topics when working with text data. But most of the methods are developed based on the Latent Dirichlet Allocation (LDA). One of the main disadvantages of the probabilistic LDA model is the parameter $\theta$, which the researcher must determine in advance, which is often impossible to know a priori. One of the main adopted strategies is the calculation of a series of LDA models with a different number of topics in a certain quantitative range, followed by the calculation of the quality metrics of the resulting topics.
Keywords: Topic Modeling;Latent Dirichlet Allocation;LDA;PLSA;probabilistic topic models;coherence score;perplexity
Review score: High
Review comment: I recommend accepting this work with minor modifications:
1) Formulas need to be written in Equation, not as figures;
2) Give a title to each figure and Sections of the y-axis are not visible in some figures
Title: Determination of the Optimal Number of Topics in the LDA Model When Working with Large Arrays of Text Data
Abstract: The article presents the issues of thematic modeling. The existing approaches for determining the optimal number of topics when working with text data are considered. Calculated metrics such as coherence score, perplexity. There are many widely used methods for determining topics when working with text data. But most of the methods are developed based on the Latent Dirichlet Allocation (LDA). One of the main disadvantages of the probabilistic LDA model is the parameter $\theta$, which the researcher must determine in advance, which is often impossible to know a priori. One of the main adopted strategies is the calculation of a series of LDA models with a different number of topics in a certain quantitative range, followed by the calculation of the quality metrics of the resulting topics.
Keywords: Topic Modeling;Latent Dirichlet Allocation;LDA;PLSA;probabilistic topic models;coherence score;perplexity
Review score: Moderate
Review comment: The math does not include new information, moreover, the formulas have been copied not even as math equation but as picture.  The literature must be done according to the IEEE standard.
Title: Digital Twin for Additive Manufacturing: Challenges and Future Research Direction
Abstract: Digital twin (DT) and additive manufacturing (AM), also known as 3D printers, are most important practices in industry 4.0. 3D printers are the best candidate for manufacturing geometrically challenging products due to the increase in customized product. However, there are limitations and issues regarding product quality and process optimizations. Owing to a digital twin technology's ability to provide maximum benefits to the manufacturing field, especially additive manufacturing, it is considered one of the suitable technologies to integrate with. In recent years, digital twin gets more attention from both academia and industry. However, there are implementation challenges of digital twin technology. Thus, identifying and understanding these challenges are significant. Many challenges are mapped out from research papers and work in academia in this paper through narrative literature review. Identified challenges have been classified into eight key categories to formulate the future research direction. It is important to investigate the identified challenges and provide possible solutions to elevate the functionality of the digital twin model and improve additive manufacturing productivity and efficiency, ultimately achieve smart manufacturing.
Keywords: digital twin;additive manufacturing;challenges;communication;data;IoT;uncertainties
Review score: Moderate
Review comment: It is necessary to provide a critical analysis of each source used in the literature review, it is recommended to remove group references, manuscripts should contain research results, mathematical models, experimental results, etc., in conclusion, it is recommended to clearly formulate the achieved results with measurable indicators, and also compare with known solutions.
Title: Digital Twin for Additive Manufacturing: Challenges and Future Research Direction
Abstract: Digital twin (DT) and additive manufacturing (AM), also known as 3D printers, are most important practices in industry 4.0. 3D printers are the best candidate for manufacturing geometrically challenging products due to the increase in customized product. However, there are limitations and issues regarding product quality and process optimizations. Owing to a digital twin technology's ability to provide maximum benefits to the manufacturing field, especially additive manufacturing, it is considered one of the suitable technologies to integrate with. In recent years, digital twin gets more attention from both academia and industry. However, there are implementation challenges of digital twin technology. Thus, identifying and understanding these challenges are significant. Many challenges are mapped out from research papers and work in academia in this paper through narrative literature review. Identified challenges have been classified into eight key categories to formulate the future research direction. It is important to investigate the identified challenges and provide possible solutions to elevate the functionality of the digital twin model and improve additive manufacturing productivity and efficiency, ultimately achieve smart manufacturing.
Keywords: digital twin;additive manufacturing;challenges;communication;data;IoT;uncertainties
Review score: High
Review comment: The paper is good written and presented all needed information of study. It consider a actual and perstective topics of the resarch.
It is included good results with research figures and tables that demostares and shows  the contribution of the Researhers.