Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991667
Anastasia A. Lantseva, Claudia K. Bochenina, S. Ivanov
This article focuses on the visualization of parallel modeling of dynamic processes on complex networks. The proposed method based on the parallel visualization of each part of parallel algorithm of modeling. This approach is applied to visualization of the stochastic Kronecker graph. The experiments have shown that our approach facilitates the visual analysis and helps to investigate the dynamic processes into network.
{"title":"Visualization of parallel modeling of dynamical processes on stochastic Kronecker graphs","authors":"Anastasia A. Lantseva, Claudia K. Bochenina, S. Ivanov","doi":"10.1109/ICAICT.2016.7991667","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991667","url":null,"abstract":"This article focuses on the visualization of parallel modeling of dynamic processes on complex networks. The proposed method based on the parallel visualization of each part of parallel algorithm of modeling. This approach is applied to visualization of the stochastic Kronecker graph. The experiments have shown that our approach facilitates the visual analysis and helps to investigate the dynamic processes into network.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131315701","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991701
Konstantin Yanson
This article devoted to practical results of implementing wireless access to an educational network for students end employees in the SPO department of the ITMO University during 4 educational years. Experimental result shows how users deal with security whilst using their BYOD. Security and simplicity are two desirable but incompatible features that need to be balanced. Paper can help to find trade-off between security and convenience when we implement WPA2-Enterprise authentication. Results show what happens when we put security on users and at the same time cutback IT supplying.
{"title":"Results of implementing WPA2-enterprise in educational institution","authors":"Konstantin Yanson","doi":"10.1109/ICAICT.2016.7991701","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991701","url":null,"abstract":"This article devoted to practical results of implementing wireless access to an educational network for students end employees in the SPO department of the ITMO University during 4 educational years. Experimental result shows how users deal with security whilst using their BYOD. Security and simplicity are two desirable but incompatible features that need to be balanced. Paper can help to find trade-off between security and convenience when we implement WPA2-Enterprise authentication. Results show what happens when we put security on users and at the same time cutback IT supplying.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128208648","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991685
S. Jahanshahi
Regarding a growing interest into exploiting hyperspectral images in the plethora of applications such as chemical material identification, agricultural crop mapping, military target detection and etc., myriad approaches have been introducing to interpret and analyze such data. In this paper, I am going to propose a novel method using the combination of two conventional method. Firstly, I use an evolutionary algorithm i.e., multi-objective particle swarm optimization (MOPSO) to select a predefined number of features (spectral bands) and then a well-known classifier i.e., support vector machines (SVMs) is deployed for classification.
{"title":"Maximum relevance and class separability for hyperspectral feature selection and classification","authors":"S. Jahanshahi","doi":"10.1109/ICAICT.2016.7991685","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991685","url":null,"abstract":"Regarding a growing interest into exploiting hyperspectral images in the plethora of applications such as chemical material identification, agricultural crop mapping, military target detection and etc., myriad approaches have been introducing to interpret and analyze such data. In this paper, I am going to propose a novel method using the combination of two conventional method. Firstly, I use an evolutionary algorithm i.e., multi-objective particle swarm optimization (MOPSO) to select a predefined number of features (spectral bands) and then a well-known classifier i.e., support vector machines (SVMs) is deployed for classification.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121051768","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991677
I. Bessmertny, A. Platonov, E. A. Poleschuk, Ma Peng-yu
Syntactic text analysis is a very important step of automatic text processing. The key problem is that all existing approaches are dictionary-dependent. It can be impossible to analyze all sentences because of the lack of one word in the dictionary. However even the presence of the dictionary does not resolve the phrases interpretation ambiguity. At the same time fusional languages contain enough information about the parts of speech. Particularly, the endings of nouns, adjectives, verbs and participles cannot fully indicate their case, number and face because of semantic ambiguity. Prepositions also cannot always correctly indicate the cases. This yields a variety phrase interpretation. To solving this problem sharing affixes and prepositions is proposed. However fusional languages have some disadvantages. One of this is the allowance of building phrases with random word order. It leads to increase the number of options. The paper proposes to use sentences templates with analyzed phrases for ambiguity decrease. In addition usage of affixes with prepositions for text analysis provides the basic elements of the semantic analysis without a dictionary.
{"title":"Syntactic text analysis without a dictionary","authors":"I. Bessmertny, A. Platonov, E. A. Poleschuk, Ma Peng-yu","doi":"10.1109/ICAICT.2016.7991677","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991677","url":null,"abstract":"Syntactic text analysis is a very important step of automatic text processing. The key problem is that all existing approaches are dictionary-dependent. It can be impossible to analyze all sentences because of the lack of one word in the dictionary. However even the presence of the dictionary does not resolve the phrases interpretation ambiguity. At the same time fusional languages contain enough information about the parts of speech. Particularly, the endings of nouns, adjectives, verbs and participles cannot fully indicate their case, number and face because of semantic ambiguity. Prepositions also cannot always correctly indicate the cases. This yields a variety phrase interpretation. To solving this problem sharing affixes and prepositions is proposed. However fusional languages have some disadvantages. One of this is the allowance of building phrases with random word order. It leads to increase the number of options. The paper proposes to use sentences templates with analyzed phrases for ambiguity decrease. In addition usage of affixes with prepositions for text analysis provides the basic elements of the semantic analysis without a dictionary.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129953261","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991687
K. Aida-zade, S. Talibov
The purpose of this study is to show how n-grams are used for author recognition in the Azerbaijani language. As attribute vectors for analyzing of authorship are taken monogram and digram. We have developed a new approach to the determination of the attribute vectors for recognition of the author of an unknown text.
{"title":"Authorship identification of the Azerbaijani texts using n-grams","authors":"K. Aida-zade, S. Talibov","doi":"10.1109/ICAICT.2016.7991687","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991687","url":null,"abstract":"The purpose of this study is to show how n-grams are used for author recognition in the Azerbaijani language. As attribute vectors for analyzing of authorship are taken monogram and digram. We have developed a new approach to the determination of the attribute vectors for recognition of the author of an unknown text.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116385468","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991690
V. Bova, V. Kureichik, D. Zaruba
Concerning intelligent information and analytical systems one of the most prospective areas is the construction of knowledge bases used ontological systematization as a tool for classification of corporate knowledge. The authors interpret a competence model, which can select significant features of classifiable objects, in terms of domain ontology. To classify corporate objects it is suggested a heuristic method of knowledge clusterization in multidimensional feature space in which a genetic algorithm is used to obtain effective solutions for classification procedure according to well-known criteria. The genetic algorithm is an iterative probabilistic search algorithm whose main feature is simultaneous using of a set of population from the space of potential solutions. A certain advantage of the method is guaranteed lack of intersections for all clusters and necessary to define the number of clusters. Experimental results were carried out on the basis of test tasks and confirmed a theoretical relevance and promising of the suggested method.
{"title":"Heuristic approach to model of corporate knowledge construction in information and analytical systems","authors":"V. Bova, V. Kureichik, D. Zaruba","doi":"10.1109/ICAICT.2016.7991690","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991690","url":null,"abstract":"Concerning intelligent information and analytical systems one of the most prospective areas is the construction of knowledge bases used ontological systematization as a tool for classification of corporate knowledge. The authors interpret a competence model, which can select significant features of classifiable objects, in terms of domain ontology. To classify corporate objects it is suggested a heuristic method of knowledge clusterization in multidimensional feature space in which a genetic algorithm is used to obtain effective solutions for classification procedure according to well-known criteria. The genetic algorithm is an iterative probabilistic search algorithm whose main feature is simultaneous using of a set of population from the space of potential solutions. A certain advantage of the method is guaranteed lack of intersections for all clusters and necessary to define the number of clusters. Experimental results were carried out on the basis of test tasks and confirmed a theoretical relevance and promising of the suggested method.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131003292","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991653
S. Valeev, N. Kondratyeva
The architecture of distributed information and control system for emergencies in critical infrastructures is presented. The hierarchical structure of data processing is proposed. Application of cloud computing for real time systems is discussed.
{"title":"Distributed information and control system for emergencies in critical infrastructures","authors":"S. Valeev, N. Kondratyeva","doi":"10.1109/ICAICT.2016.7991653","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991653","url":null,"abstract":"The architecture of distributed information and control system for emergencies in critical infrastructures is presented. The hierarchical structure of data processing is proposed. Application of cloud computing for real time systems is discussed.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129597928","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991713
P. Senchenko, Y. Gritsenko, O. I. Zhukovsky, Yury P. Ekhlakov
The paper studies the possibilities for integration of software for electronic infrastructure master plan management with related information systems. The paper offers description of methods of cross domain interaction and discusses use of application programming interface for application integration.
{"title":"Interface for interaction of GIS technology for electronic master plan management and third-party software systems","authors":"P. Senchenko, Y. Gritsenko, O. I. Zhukovsky, Yury P. Ekhlakov","doi":"10.1109/ICAICT.2016.7991713","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991713","url":null,"abstract":"The paper studies the possibilities for integration of software for electronic infrastructure master plan management with related information systems. The paper offers description of methods of cross domain interaction and discusses use of application programming interface for application integration.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133406940","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991662
B. Amirgaliyev, K. K. Kuatov, Z. Y. Baibatyr
This work proposes road quality data analysis based on accelerometer and GPS sensors built into smartphone. Given paper particularly addresses the problem of road conditions. In order to study on road patterns we collected sufficient amount of data during the driving on different types of roads. In this paper, we provide visual representation of differences of consecutive accelerometer values. All examined cases consider speed of the moving vehicle.
{"title":"Road condition analysis using 3-axis accelerometer and GPS sensors","authors":"B. Amirgaliyev, K. K. Kuatov, Z. Y. Baibatyr","doi":"10.1109/ICAICT.2016.7991662","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991662","url":null,"abstract":"This work proposes road quality data analysis based on accelerometer and GPS sensors built into smartphone. Given paper particularly addresses the problem of road conditions. In order to study on road patterns we collected sufficient amount of data during the driving on different types of roads. In this paper, we provide visual representation of differences of consecutive accelerometer values. All examined cases consider speed of the moving vehicle.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130043072","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}
Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991809
Elena E. Merzon, Rinat R. Ibatullin
The article discusses the organization architecture of smart learning courses in university students' training. The course architecture is displayed in the form of a diagram. The results of testing of the proposed architecture are presented and analyzed.
{"title":"Architecture of smart learning courses in higher education","authors":"Elena E. Merzon, Rinat R. Ibatullin","doi":"10.1109/ICAICT.2016.7991809","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991809","url":null,"abstract":"The article discusses the organization architecture of smart learning courses in university students' training. The course architecture is displayed in the form of a diagram. The results of testing of the proposed architecture are presented and analyzed.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128507939","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}
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