Online Tourism System for Proposals Formation to User Based on Data Integration from Various Sources

Vysotsky, Artem; Slyusarchuk, Olha; Antonyuk, Nataliya; Vysotskyi, Anatolii; Lytvyn, Vasyl; Vysotska, Victoria; Dosyn, Dmytro; Lyudkevych, Iryna; Naum, Oleh; Chyrun, Lyubomyr

doi:10.1109/stc-csit.2019.8929849

Cited by 9 publications

(6 citation statements)

References 23 publications

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“…erefore, the accuracy of data integration results of the designed system is higher than that of reference [5], reference [6], reference [7], reference [8], reference [9], and reference [10]. erefore, the designed system can provide better use effect for data users after integrating multimedia vocal music teaching data.…”

Section: Accuracy Of Data Integrationmentioning

confidence: 98%

“…We use the following experimental indicators to evaluate the performance of the proposed multimedia vocal music education: (1) accuracy of data integration results; (2) integration efficiency; and (3) data integration confusion probability. And the method in reference [5], the method in reference [6], the method in reference [7], the method in reference [8], the method in reference [9], and the method in reference [10] are selected as the comparison methods to verify the efficiency of our system.…”

Section: Analysis Of Evaluating the Multimedia Vocal Musicmentioning

confidence: 99%

“…According to the analysis of Figure 8, when the number of iterations is 12, the accuracy of data integration results of the method in reference [5] is 42%, that of the method in reference [6] is 64%, that of the method in reference [7] is 55%, that of the method in reference [8] is 48%, that of the method in reference [9] is 62%, that of the method in reference [10] is 81%, and that of the designed system is 84%.…”

Section: Accuracy Of Data Integrationmentioning

confidence: 99%

“…By analyzing the data in Table 2, it can be seen that with the increase in iteration times, the data transmission time of different methods basically keeps a relatively stable growth state. During the whole experiment, the maximum data transmission time of the method in reference [5] reaches 8.5 s, the maximum data transmission time of the method in reference [6] reaches 8.0 s, the maximum data transmission time of the method in reference [7] reaches 7.4 s, the maximum data transmission time of the method in reference [8] reaches 5.9 s, the maximum data transmission time of the method in reference [9] reaches 6.1 s, the maximum data transmission time of the method in reference [10] reaches 7.3 s, and the data transmission time of the designed system showed a continuous growth trend in the early stage of the experiment. Still, the data transmission time remained stable at 2.3 s in the late stage of the experiment.…”

Section: Data Integration Efficiencymentioning

confidence: 99%

“…A system was created in [8] for proposals formation to user based on data integration from various sources, which can reveal a maximum opportunity for any user to develop their area and increase popularity of their services and attract new customers. However, this system is more suitable for the online tourism instead of multimedia vocal music education.…”

Section: Introductionmentioning

confidence: 99%

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Design of Multimedia Vocal Music Education Data Integration System Based on Adaptive Genetic Algorithm

Zhang

2021

Security and Communication Networks

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In order to solve the problems of low accuracy of data integration results, low integration efficiency, and easy confusion between different types of data in traditional methods, a multimedia vocal education data integration system based on adaptive genetic algorithm was designed. Specifically, the designed system is divided into three parts: data source management module, system administrator module, and database management module. The synchronized multimedia vocal education data are first processed by the synchronous multimedia vocal education data processing and then integrated by an adaptive genetic algorithm. The experimental results show that the longest data transmission time of the system is 2.3 s, which is much lower than that of the traditional method, and the accuracy of the integration result is higher, and the probability of data integration confusion is lower, which all indicate that the designed system has better application performance.

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Section: Accuracy Of Data Integrationmentioning

confidence: 98%