Pub Date : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510715
V. Stanovov, S. Akhmedova, E. Semenkin
The paper describes application of differential evolution with modified mutation strategy to the global trajectory optimization problems. The problems are provided by the European Space Agency and represent trajectories of several well-known spacecraft, namely, Cassini, Rosetta and Messenger. Using archive based differential evolution, global best solutions were found for these problems, and the best known solution was found for the Cassini mission.
{"title":"Solving the Global Trajectory Optimization Problem with Archive-Based Differential Evolution","authors":"V. Stanovov, S. Akhmedova, E. Semenkin","doi":"10.1109/INFOTECH.2018.8510715","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510715","url":null,"abstract":"The paper describes application of differential evolution with modified mutation strategy to the global trajectory optimization problems. The problems are provided by the European Space Agency and represent trajectories of several well-known spacecraft, namely, Cassini, Rosetta and Messenger. Using archive based differential evolution, global best solutions were found for these problems, and the best known solution was found for the Cassini mission.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126165448","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510729
Andreas Pescholl
Cloud computing is becoming increasingly important as it is recognizable in the growing market of services in the IT infrastructure, development platforms and software sectors. For companies in the technical wholesale sector, this results in new opportunities to reorient their IT needs. The central assessment criterion here is the economic benefits that arise from the use of cloud offerings in comparison to the acquisition and operation of company-owned it. A comprehensive assessment by the company includes both quantitative and qualitative factors, which suggests an enhanced cost-benefit analysis for cloud computing. For this reason, these contributions formulate approaches that enable a costeffectiveness view of cloud computing in enterprise use and support the comparison to the acquisition and operation of company-owned systems.
{"title":"Proposal for Economic Analysis of Cloud Computing in the Technical Wholesale","authors":"Andreas Pescholl","doi":"10.1109/INFOTECH.2018.8510729","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510729","url":null,"abstract":"Cloud computing is becoming increasingly important as it is recognizable in the growing market of services in the IT infrastructure, development platforms and software sectors. For companies in the technical wholesale sector, this results in new opportunities to reorient their IT needs. The central assessment criterion here is the economic benefits that arise from the use of cloud offerings in comparison to the acquisition and operation of company-owned it. A comprehensive assessment by the company includes both quantitative and qualitative factors, which suggests an enhanced cost-benefit analysis for cloud computing. For this reason, these contributions formulate approaches that enable a costeffectiveness view of cloud computing in enterprise use and support the comparison to the acquisition and operation of company-owned systems.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124684995","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510719
Raif Deari, Xhemal Zenuni, Jaumin Ajdari, F. Ismaili, Bujar Raufi
In this paper, we aim to make a comprehensive analysis and comparison between document-based and relational databases. We review and evaluate data storage and data management principles of each type of concerned databases. In addition, we evaluate the performance of CRUD operations using different scenarios on MongoDB and MySQL as two representatives of respected data models. The results give insights to advantages and disadvantages of each database model.
{"title":"Analysis And Comparision of Document-Based Databases with Relational Databases: MongoDB vs MySQL","authors":"Raif Deari, Xhemal Zenuni, Jaumin Ajdari, F. Ismaili, Bujar Raufi","doi":"10.1109/INFOTECH.2018.8510719","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510719","url":null,"abstract":"In this paper, we aim to make a comprehensive analysis and comparison between document-based and relational databases. We review and evaluate data storage and data management principles of each type of concerned databases. In addition, we evaluate the performance of CRUD operations using different scenarios on MongoDB and MySQL as two representatives of respected data models. The results give insights to advantages and disadvantages of each database model.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125359426","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510738
Bujar Raufi, Ildi Xhaferri
The proliferation of data through various platforms and applications is in constant increase. The versatility of data and its omnipresence makes it very hard to detect the trustworthiness and intention of the source. This is very evident in dynamic environments such as mobile applications. As a result, designing mobile applications that will monitor, control and block any type of malintents is important. This paper makes an attempt in this direction by implementing a lightweight machine learning classification scheme for hate speech detection in Albanian Language for mobile applications. Initial testing and evaluations indicate good classifier accuracy in mobile environments where frequent and real-time training of the algorithm is required.
{"title":"Application of Machine Learning Techniques for Hate Speech Detection in Mobile Applications","authors":"Bujar Raufi, Ildi Xhaferri","doi":"10.1109/INFOTECH.2018.8510738","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510738","url":null,"abstract":"The proliferation of data through various platforms and applications is in constant increase. The versatility of data and its omnipresence makes it very hard to detect the trustworthiness and intention of the source. This is very evident in dynamic environments such as mobile applications. As a result, designing mobile applications that will monitor, control and block any type of malintents is important. This paper makes an attempt in this direction by implementing a lightweight machine learning classification scheme for hate speech detection in Albanian Language for mobile applications. Initial testing and evaluations indicate good classifier accuracy in mobile environments where frequent and real-time training of the algorithm is required.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121053655","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 : 2018-09-01DOI: 10.1109/infotech.2018.8510712
{"title":"InfoTech 2018 Breaker Page","authors":"","doi":"10.1109/infotech.2018.8510712","DOIUrl":"https://doi.org/10.1109/infotech.2018.8510712","url":null,"abstract":"","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116719542","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510725
D. Ivanova
The paper proposed an approach for thyroid cancer detection based on artificial intelligence in Internet of Medical Imaging Things (IoMIT) ecosystem. Ultrasonic imaging collected in IoMIT ecosystem is the best way for thyroid cancer diagnosis. Image segmentation and detection of benign and malignant thyroid nodules is an important part of the proposed approach. It is implemented in Apache Spark using MLlib based on Convolutional Neural Networks (CNNs). Finally, the results of medical imaging analytics are discussed.
{"title":"Artificial Intelligence in Internet of Medical Imaging Things: The Power of Thyroid Cancer Detection","authors":"D. Ivanova","doi":"10.1109/INFOTECH.2018.8510725","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510725","url":null,"abstract":"The paper proposed an approach for thyroid cancer detection based on artificial intelligence in Internet of Medical Imaging Things (IoMIT) ecosystem. Ultrasonic imaging collected in IoMIT ecosystem is the best way for thyroid cancer diagnosis. Image segmentation and detection of benign and malignant thyroid nodules is an important part of the proposed approach. It is implemented in Apache Spark using MLlib based on Convolutional Neural Networks (CNNs). Finally, the results of medical imaging analytics are discussed.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128263499","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510716
T. Tzolov
the implementation of GDPR within organizations should be considered in the context of achieving their business objectives. The emphasis should be on the benefits of its application and the added value to the business itself. The implementation models focus on risk-based thinking taking into account technological innovations, environmental factors, information management, supply chain management and globalization. In this article, the author proposes the use of the ISO 9001:2015 standard, putting forward another idea of obtaining a methodology for GDPR implementation.
{"title":"One Model For Implementation GDPR Based On ISO Standards","authors":"T. Tzolov","doi":"10.1109/INFOTECH.2018.8510716","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510716","url":null,"abstract":"the implementation of GDPR within organizations should be considered in the context of achieving their business objectives. The emphasis should be on the benefits of its application and the added value to the business itself. The implementation models focus on risk-based thinking taking into account technological innovations, environmental factors, information management, supply chain management and globalization. In this article, the author proposes the use of the ISO 9001:2015 standard, putting forward another idea of obtaining a methodology for GDPR implementation.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116326098","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510727
S. Zafirovski, Vangel Fustic, N. Rogleva
As the popularity of social couponing websites increases constantly, so does the competition. The good and usable design of the website's interface makes a huge difference between success and failure in the group buying the market. In this paper usability evaluation is conducted on a relevant case study. The usability of a group buying platform was tested using two different methods: heuristic evaluation by experts and scenario testing by users. Results show that each method uncovers different types of problems that contribute to the improvement of the overall performance on the website.
{"title":"UI Design Optimization and Analysis on Coupon Platforms for Improving Service Quality","authors":"S. Zafirovski, Vangel Fustic, N. Rogleva","doi":"10.1109/INFOTECH.2018.8510727","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510727","url":null,"abstract":"As the popularity of social couponing websites increases constantly, so does the competition. The good and usable design of the website's interface makes a huge difference between success and failure in the group buying the market. In this paper usability evaluation is conducted on a relevant case study. The usability of a group buying platform was tested using two different methods: heuristic evaluation by experts and scenario testing by users. Results show that each method uncovers different types of problems that contribute to the improvement of the overall performance on the website.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131850302","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 : 2018-09-01DOI: 10.1109/infotech.2018.8510711
{"title":"InfoTech 2018 Index","authors":"","doi":"10.1109/infotech.2018.8510711","DOIUrl":"https://doi.org/10.1109/infotech.2018.8510711","url":null,"abstract":"","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122438646","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 : 2018-09-01DOI: 10.1109/INFOTECH.2018.8510730
M. Mohammadi, M. Mukhtar
Today enterprises are enforced to use new models for the interpretability and combination of the procedures and services because of business world uncertainties. Thus, enterprises have, over time, shifted towards IT-based business procedures on basis of Serviceoriented Architecture (SOA) to enhance the agility, combination, and flexibility of IT-based uses in enterprise networks. Therefore, enterprises have started to implement integrated information systems for supporting their business procedures. In order to this effect, SOA, as an extremely capable paradigm in IT, has been progressively applied in Business Process Management (BPM) and enterprise information systems by the Web service technologies. This has aided the achievement of needed agility and flexibility for inter-organizational networks. The purpose of current study is to review the basic concepts of SOA and to recognize the mechanism of SOA business process.
{"title":"Service-Oriented Architecture and Process Modeling","authors":"M. Mohammadi, M. Mukhtar","doi":"10.1109/INFOTECH.2018.8510730","DOIUrl":"https://doi.org/10.1109/INFOTECH.2018.8510730","url":null,"abstract":"Today enterprises are enforced to use new models for the interpretability and combination of the procedures and services because of business world uncertainties. Thus, enterprises have, over time, shifted towards IT-based business procedures on basis of Serviceoriented Architecture (SOA) to enhance the agility, combination, and flexibility of IT-based uses in enterprise networks. Therefore, enterprises have started to implement integrated information systems for supporting their business procedures. In order to this effect, SOA, as an extremely capable paradigm in IT, has been progressively applied in Business Process Management (BPM) and enterprise information systems by the Web service technologies. This has aided the achievement of needed agility and flexibility for inter-organizational networks. The purpose of current study is to review the basic concepts of SOA and to recognize the mechanism of SOA business process.","PeriodicalId":142221,"journal":{"name":"2018 International Conference on Information Technologies (InfoTech)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129560022","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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