Pub Date : 2016-10-01DOI: 10.1109/ICAICT.2016.7991724
I. Gluhih, I. Y. Karyakin, L. V. Sizova
Recommender systems are a popular trend in recent research in Internet technologies. The models and algorithms of these systems are based on applying information of users and website content as well as their interconnections. However, there is a problem of applying these models and algorithms when the users are unidentified and there is an information gap to give recommendations. Each study case appears as a pair of a situation and a set of possible recommendations with their characteristics. The paper offers to solve the problem of generating recommendations through the adaptation process of the initial set of recommendations into which the recommendations are included on basis of criteria of similarity of the main and recommended contents. The adaptation process uses the iteration formula optimizing the recommendation utility function.
{"title":"Recommender system providing recommendations for unidentified users of a commerial website","authors":"I. Gluhih, I. Y. Karyakin, L. V. Sizova","doi":"10.1109/ICAICT.2016.7991724","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991724","url":null,"abstract":"Recommender systems are a popular trend in recent research in Internet technologies. The models and algorithms of these systems are based on applying information of users and website content as well as their interconnections. However, there is a problem of applying these models and algorithms when the users are unidentified and there is an information gap to give recommendations. Each study case appears as a pair of a situation and a set of possible recommendations with their characteristics. The paper offers to solve the problem of generating recommendations through the adaptation process of the initial set of recommendations into which the recommendations are included on basis of criteria of similarity of the main and recommended contents. The adaptation process uses the iteration formula optimizing the recommendation utility function.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"52 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133003552","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.2016.7991756
Gerard Djengomemgoto, Omer Narmanlioglu, Refik Caglar Kizilirmak, M. Uysal
In this paper, we propose a novel protocol for cooperative multiple access in visible light communication (VLC) networks. The proposed protocol exploits the features of enhanced unipolar orthogonal frequency division multiplexing (eU-OFDM) scheme in order to enable user terminals to sequentially access the multi-hop network. The signal-to-noise ratios (SNRs) for user terminals within the network are derived and the individual bit-error-rate (BER) expressions are presented. We evaluate the BER performances of each user in the network through Monte Carlo simulation. The theoretical results validates the simulation results.
{"title":"eU-OFDM based multiple access for visible light communication networks","authors":"Gerard Djengomemgoto, Omer Narmanlioglu, Refik Caglar Kizilirmak, M. Uysal","doi":"10.1109/ICAICT.2016.7991756","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991756","url":null,"abstract":"In this paper, we propose a novel protocol for cooperative multiple access in visible light communication (VLC) networks. The proposed protocol exploits the features of enhanced unipolar orthogonal frequency division multiplexing (eU-OFDM) scheme in order to enable user terminals to sequentially access the multi-hop network. The signal-to-noise ratios (SNRs) for user terminals within the network are derived and the individual bit-error-rate (BER) expressions are presented. We evaluate the BER performances of each user in the network through Monte Carlo simulation. The theoretical results validates the simulation results.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"307 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":"123065042","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.2016.7991824
Negar Majma, S. M. Babamir, A. Monadjemi
Connected health devices are used to in vivo cure and prevent abnormal conditions without manual intervention. This paper presents an intelligent agent-based method for runtime verification of cardiac pacemaker runtime behavior. Construct the agent's knowledge base based on the Fuzzy Colored Petri Net (FCPN). Based on our previous experiences, the FCPN will be reduced the scale of our network in comparison to the Petri-net(PN). Compared to a simple inference engine, the FCPN can cover the concurrent states and in addition intelligent agent can ensure the accuracy of the runtime verification operation of the cardiac pacemaker in vital and unexpected situation.
{"title":"Utilizing Fuzzy colored Petri-Nets to monitor cardiac pacemaker behavior","authors":"Negar Majma, S. M. Babamir, A. Monadjemi","doi":"10.1109/ICAICT.2016.7991824","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991824","url":null,"abstract":"Connected health devices are used to in vivo cure and prevent abnormal conditions without manual intervention. This paper presents an intelligent agent-based method for runtime verification of cardiac pacemaker runtime behavior. Construct the agent's knowledge base based on the Fuzzy Colored Petri Net (FCPN). Based on our previous experiences, the FCPN will be reduced the scale of our network in comparison to the Petri-net(PN). Compared to a simple inference engine, the FCPN can cover the concurrent states and in addition intelligent agent can ensure the accuracy of the runtime verification operation of the cardiac pacemaker in vital and unexpected situation.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"94 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":"126257419","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.2016.7991682
A. Adamov, E. Adali
With rapid expansion of the Internet and increasing amount of time users spend online, the Internet evolves from entertainment environment towards highly dynamic and flexible business medium. Online advertisement has become one of the most successful business model for Internet environment. There are two major types of online advertisement: sponsored search and contextual display advertisement. This paper dedicated on contextual display advertisement. Generally, contextual advertisement implementations based on topical or keyword-based relevance approach. This study addresses the mechanism of advanced contextual advertisement based on opinion about specific topic within content of webpage. Use of Natural Language Processing and Sentiment Analysis aims to determine the writer's attitude towards particular topic as: positive, negative, or neutral. This approach helps to develop an advertisement system that is more content-sensitive and consequently has higher ROI of marketing.
{"title":"Opinion mining and Sentiment Analysis for contextual online-advertisement","authors":"A. Adamov, E. Adali","doi":"10.1109/ICAICT.2016.7991682","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991682","url":null,"abstract":"With rapid expansion of the Internet and increasing amount of time users spend online, the Internet evolves from entertainment environment towards highly dynamic and flexible business medium. Online advertisement has become one of the most successful business model for Internet environment. There are two major types of online advertisement: sponsored search and contextual display advertisement. This paper dedicated on contextual display advertisement. Generally, contextual advertisement implementations based on topical or keyword-based relevance approach. This study addresses the mechanism of advanced contextual advertisement based on opinion about specific topic within content of webpage. Use of Natural Language Processing and Sentiment Analysis aims to determine the writer's attitude towards particular topic as: positive, negative, or neutral. This approach helps to develop an advertisement system that is more content-sensitive and consequently has higher ROI of marketing.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"37 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":"113944599","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.2016.7991791
S. Shabanov, F. Quliyev
We consider the quality of education from two points of view in Azerbaijan. The first point of view is based on the international program for student assessment — PISA, and the second one on the scientific and statistical materials of the State Student Admission Commission of the Republic of Azerbaijan. The distribution law of the applicants to universities at the entrance exams was investigated. Final recommendations were made on improving the quality of education in Azerbaijan.
{"title":"Expert approach to statistical assessment of education quality: The case of Azerbaijan","authors":"S. Shabanov, F. Quliyev","doi":"10.1109/ICAICT.2016.7991791","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991791","url":null,"abstract":"We consider the quality of education from two points of view in Azerbaijan. The first point of view is based on the international program for student assessment — PISA, and the second one on the scientific and statistical materials of the State Student Admission Commission of the Republic of Azerbaijan. The distribution law of the applicants to universities at the entrance exams was investigated. Final recommendations were made on improving the quality of education in Azerbaijan.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"11 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":"128086934","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.2016.7991749
Y. Ushakov, P. Polezhaev, L. Legashev, A. Shukhman, I. Bolodurina
The article describes an approach to create virtual cloud network laboratory. The topology is created with the visual editor. Then a script for network deployment is created. It is based on the scheme description. For implementation of this approach the cloud system based on OpenNebula has been created. The experiment has shown the efficiency of using cloud systems in IT education. Even the small cloud datacenter has provided virtual classes for studying operating systems, network administration, cloud services and creating various cloud services and networks.
{"title":"Virtual cloud network laboratory based on IaaS with automatized creation of network topology on demand","authors":"Y. Ushakov, P. Polezhaev, L. Legashev, A. Shukhman, I. Bolodurina","doi":"10.1109/ICAICT.2016.7991749","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991749","url":null,"abstract":"The article describes an approach to create virtual cloud network laboratory. The topology is created with the visual editor. Then a script for network deployment is created. It is based on the scheme description. For implementation of this approach the cloud system based on OpenNebula has been created. The experiment has shown the efficiency of using cloud systems in IT education. Even the small cloud datacenter has provided virtual classes for studying operating systems, network administration, cloud services and creating various cloud services and networks.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"249 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":"132556741","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.2016.7991742
A. Timoshenko, E. Belousov, Ksenia Molenkamp, A. Bakhtin
The article presents the results of the design of GaN phase shifter for MIMO-based antennas. The optimization and simulation for each operating frequency 0.1–31.5 GHz was performed along with simulation of effect of capacitance mismatch on phase shifter parameters. The phase shifter is designed as a switchable high-pass filter that provides a 90° phase shift with minimum insertion losses at the operating frequency. Designed phase shifter works in the frequency bands up to 55 GHz
{"title":"The effect of the device mismatch on parameters of GaN MMIC phase shifters","authors":"A. Timoshenko, E. Belousov, Ksenia Molenkamp, A. Bakhtin","doi":"10.1109/ICAICT.2016.7991742","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991742","url":null,"abstract":"The article presents the results of the design of GaN phase shifter for MIMO-based antennas. The optimization and simulation for each operating frequency 0.1–31.5 GHz was performed along with simulation of effect of capacitance mismatch on phase shifter parameters. The phase shifter is designed as a switchable high-pass filter that provides a 90° phase shift with minimum insertion losses at the operating frequency. Designed phase shifter works in the frequency bands up to 55 GHz","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"21 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":"114878737","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.2016.7991802
M. Ipalakova, Y. Daineko, M. Brodyagina, M. Yunnikova, Z. Bolatov, Yermek Yessenov
In the article the development of the virtual physical laboratory using the example of one of the laboratory works is presented. The choice of the development platform is justified; the structure of the application and the user interface is described.
{"title":"Development of the virtual physical laboratory work “Franck-Hertz Experiment”","authors":"M. Ipalakova, Y. Daineko, M. Brodyagina, M. Yunnikova, Z. Bolatov, Yermek Yessenov","doi":"10.1109/ICAICT.2016.7991802","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991802","url":null,"abstract":"In the article the development of the virtual physical laboratory using the example of one of the laboratory works is presented. The choice of the development platform is justified; the structure of the application and the user interface is described.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"26 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":"123460741","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.2016.7991771
Zaychenko Yuriy, Gasanov Aydin, Galib Hamidov
Problems of new generation networks (NG-) performance analysis is considered. The main Quality of Service indicators for NGnetworks are introduced and their models are constructed. The problem of NGN performance optimization under constraints on set values of QoS is formulated, its model constructed. The algorithms for NG networks performance analysis and optimization are developed. The experimental investigations of suggested algorithms were carried out.
{"title":"New generation networks performance analysis and optimization","authors":"Zaychenko Yuriy, Gasanov Aydin, Galib Hamidov","doi":"10.1109/ICAICT.2016.7991771","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991771","url":null,"abstract":"Problems of new generation networks (NG-) performance analysis is considered. The main Quality of Service indicators for NGnetworks are introduced and their models are constructed. The problem of NGN performance optimization under constraints on set values of QoS is formulated, its model constructed. The algorithms for NG networks performance analysis and optimization are developed. The experimental investigations of suggested algorithms were carried out.","PeriodicalId":446472,"journal":{"name":"2016 IEEE 10th International Conference on Application of Information and Communication Technologies (AICT)","volume":"50 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":"124149921","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.2016.7991656
N. Kondratyeva, S. Valeev
Increasing efficiency of fatigue testing complex technical systems (for example, aircraft engine) is possible with its technical and economic assessment on base of relationship with the economic effect from the system operation. The amount of data is received during the engine life cycle. It should be properly processed to build the lifecycle model. Big Data concept can be suggested as an effective tool for storing and analyzing the life cycle information.
{"title":"Fatigue test optimization for complex technical system on the basis of lifecycle modeling and big data concept","authors":"N. Kondratyeva, S. Valeev","doi":"10.1109/ICAICT.2016.7991656","DOIUrl":"https://doi.org/10.1109/ICAICT.2016.7991656","url":null,"abstract":"Increasing efficiency of fatigue testing complex technical systems (for example, aircraft engine) is possible with its technical and economic assessment on base of relationship with the economic effect from the system operation. The amount of data is received during the engine life cycle. It should be properly processed to build the lifecycle model. Big Data concept can be suggested as an effective tool for storing and analyzing the life cycle information.","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":"125215455","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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