2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT)最新文献_第6页

Fake News Detection in the Framework of Decision-Making System through Graph Neural Network 决策系统框架下基于图神经网络的假新闻检测

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628907

I. Pilkevych, D. Fedorchuk, O. Naumchak, M. Romanchuk

{"title":"Fake News Detection in the Framework of Decision-Making System through Graph Neural Network","authors":"I. Pilkevych, D. Fedorchuk, O. Naumchak, M. Romanchuk","doi":"10.1109/aict52120.2021.9628907","DOIUrl":"https://doi.org/10.1109/aict52120.2021.9628907","url":null,"abstract":"The rapid growth of the number of fake news has become a serious threat to the credibility of the governments of many countries. The extensive use of social platforms contributes to the creation and dissemination of fake news. This is actualize the task of fake news detection. Much research has already focused on this. Modern methods of detecting fake news rely heavily on textual information, examining the extracted news content or writing style based on internal knowledge. However, intentional rumors can mask the style of writing, bypassing languages and text patterns. In order to combat the spread of fake news, methods of automatic detection based on artificial intelligence and machine learning were studied. In a world where millions of articles are deleted and published every minute, this cannot be done effectively manually. The solution may be to develop a system to provide reliable automated assessment systems or to assess the reliability of different publishers and news contexts using deep learning techniques, namely graph neural networks with an inductive structure.","PeriodicalId":375013,"journal":{"name":"2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134078151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Mathematical Model of the Reliability of a Computer System which is Functioning in the Residual Class System, Taking into Account the Reliability of Switching Devices 考虑开关设备可靠性的残差类系统可靠性数学模型

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628929

V. Krasnobaev, A. Kuznetsov, V. Popenko, T. Kuznetsova

{"title":"Mathematical Model of the Reliability of a Computer System which is Functioning in the Residual Class System, Taking into Account the Reliability of Switching Devices","authors":"V. Krasnobaev, A. Kuznetsov, V. Popenko, T. Kuznetsova","doi":"10.1109/aict52120.2021.9628929","DOIUrl":"https://doi.org/10.1109/aict52120.2021.9628929","url":null,"abstract":"The article discusses the option of constructing of the mathematical model of the reliability of a computer system (CS), which is functioning in the residual class system (RCS). In contrast to the known ones, the proposed mathematical model of reliability, in terms of the probability of failure-free operation, takes into account the influence of the reliability of switching devices on the process of functioning of the CS in the RCS. The results of studies of the proposed mathematical model of the reliability of the CS and the results of the comparative analysis of reliability showed that the use of the RCS provides higher reliability of the CS with lower hardware costs) than the majority tripleting method of the CS, which is widely used in the positional binary notation. This is achieved due to the fact that in the considered version of the mathematical model of the CS reliability, such types of redundancy as: structural, informational and functional, the presence of which is due to the properties of the RNS, are more fully taken into account. This circumstance makes it possible to apply the appropriate backup methods. The article shows that a gain in the amount of CS equipment is achieved from 2.5 to 42%.","PeriodicalId":375013,"journal":{"name":"2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131463854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Model for Verification of Agent Commutations of Distributed Multiagent Systems 分布式多智能体系统中智能体交换验证模型

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628921

O. Martynyuk, Oleksandr Drozd, A. Sachenko, H. Stepova, Bui Van Thuong, D. Martynyuk

{"title":"Model for Verification of Agent Commutations of Distributed Multiagent Systems","authors":"O. Martynyuk, Oleksandr Drozd, A. Sachenko, H. Stepova, Bui Van Thuong, D. Martynyuk","doi":"10.1109/aict52120.2021.9628921","DOIUrl":"https://doi.org/10.1109/aict52120.2021.9628921","url":null,"abstract":"The development of multi-agent technologies and their widespread implementation in distributed computer systems is due to the properties of autonomy, mobility, intelligence and cooperativity, which provide power and flexibility in solving distributed, dynamic, fuzzy problems. At the same time, it is precisely these characteristic properties of multi-agent systems, that require special measures to ensure their operability and reliability of functioning, especially in the case of critical use. The proposed model for verifying the properties of dynamic communication is based on extended Petri nets and automata behavioral check and recognition experiments. Verification of two-tier and multi-tier communications of arbitrary spatial and temporal topology includes behavioral check of the mechanisms of conditions, preparation, transmission, buffering, broadcasting, taking into account probabilistic-temporal, group and concurrent characteristics. The verification model of agent commutation is designed to determine the conditions for analyze, check and recognizing of agent interactions in diagnostic methods for distributed multi-agent systems and allows to reduce the computational complexity of analysis, check and recognition of behavior of multi-agent systems.","PeriodicalId":375013,"journal":{"name":"2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132735314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Formal Metastructures for Technological Problems Comparators Substantiation 技术问题的形式化元结构比较实证

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628943

V. Sheketa, V. Pikh, Y. Romanyshyn, Vitaliy Melnyk, V. Protsiuk, N. Pasieka

引用次数: 0

Medical Database and Decision System for the Analysis of the Thyroid Pathologies 甲状腺病理分析的医学数据库与决策系统

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628934

Anton Vovk, A. Fechan, Mikola Kushnirchuk, O. Boyko, A. Kucher, Oleksiy Dutchak

引用次数: 0

Narrow Band Filtering on the Base of Tunable Magnetophotonic Crystal 基于可调谐磁光子晶体的窄带滤波

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628910

A. Shmat’ko, V. Mizernik, Y. Odarenko, N. Shevchenko, N. Butenko

引用次数: 1

Comparison of LTE Coverage Areas in Three Frequency Bands LTE三个频段覆盖面积的比较

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628960

M. Patlayenko, O. Osharovska, V. Solodka

引用次数: 1

Increased Automation of Trading on the Basis of Software-Based Registrars of Settlement Transactions 基于软件的结算交易注册器的交易自动化程度提高

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628894

Yuliia Pyrih, Oksana Urikova, B. Strykhalyuk, Yaroslav Pyrih, Olena Hordiichuk-Bublivska

引用次数: 1

Method of Hierarchical Protection of Biometric Information 生物特征信息的分层保护方法

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628915

V. Barannik, S. Shulgin, S.V. Holovchenko, Pavlo Hurzhiy, Sergy Sidchenko, Pris Gennady

引用次数: 0

Model of Supporting an Individual Training Pathway for Software Engineers 支持软件工程师个人培训路径的模型

2021 IEEE 4th International Conference on Advanced Information and Communication Technologies (AICT) Pub Date : 2021-09-21 DOI: 10.1109/aict52120.2021.9628900

Ekaterina Polibina

引用次数: 0