Pub Date : 2018-10-01DOI: 10.1109/ICTC.2018.8539381
Eunjin Ko, Mikyong Han
Smart City service is one of hot and main issues in 4th industrial revolution. Someone says that Smart City service is not different with Ubiquitous city (U-city) Service which is mentioned over 20 years. Due to uprising 5G mobile network technologies, the Smart City service is upcoming in recent with tremendous raw data in real-time. In this paper, we say the Smart City service trend and focus on the structure of Smart City Convergence Service Platform in the aspect of multimedia raw data management. Additionally, this paper describes the connection of several uprising services, i.e. auto-driving service, smart industry service and so on.
{"title":"The Overview of Smart City Convergence Service Platform","authors":"Eunjin Ko, Mikyong Han","doi":"10.1109/ICTC.2018.8539381","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539381","url":null,"abstract":"Smart City service is one of hot and main issues in 4th industrial revolution. Someone says that Smart City service is not different with Ubiquitous city (U-city) Service which is mentioned over 20 years. Due to uprising 5G mobile network technologies, the Smart City service is upcoming in recent with tremendous raw data in real-time. In this paper, we say the Smart City service trend and focus on the structure of Smart City Convergence Service Platform in the aspect of multimedia raw data management. Additionally, this paper describes the connection of several uprising services, i.e. auto-driving service, smart industry service and so on.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"12 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132610655","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539548
Junwoo Seo, Mookyu Park, Haengrok Oh, Kyungho Lee
Various crimes using Bitcoin are highlighted. Among various crimes using Bitcoin, this paper suggests a method to detect money laundering focusing on mixing service that provides Money Laundering. This is part of the anti-money-laundering (AML) strategy, which can determine whether the mixer service is used in certain transactions by using transaction sample data using mixer. Money laundering using Bitcoin is often used to avoid fund tracking in the underground world and analyzing it is essential in situational awareness of fund tracking.
{"title":"Money Laundering in the Bitcoin Network: Perspective of Mixing Services","authors":"Junwoo Seo, Mookyu Park, Haengrok Oh, Kyungho Lee","doi":"10.1109/ICTC.2018.8539548","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539548","url":null,"abstract":"Various crimes using Bitcoin are highlighted. Among various crimes using Bitcoin, this paper suggests a method to detect money laundering focusing on mixing service that provides Money Laundering. This is part of the anti-money-laundering (AML) strategy, which can determine whether the mixer service is used in certain transactions by using transaction sample data using mixer. Money laundering using Bitcoin is often used to avoid fund tracking in the underground world and analyzing it is essential in situational awareness of fund tracking.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132680796","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539382
Youngki Park, Hyunsik Yang, Younghan Kim
The increasing significance of lightweight cloud infrastructure for microservices cannot be overstated. This has led many researchers to propose container based virtualized computing services. Specifically, for networks, Container Networking Interface technologies are proposed to connect heterogeneous network services between virtual-machine based clouds and containers. In order to improve network performance of cloud systems, a comparison with detailed design and performance verification of network configuration using CNI technologies is required. In this paper, centering on various CNI technologies, we designed network architectures with OpenStack cloud platform and Kubernetes container management environment, and subsequently measured network performance for each design. The results of the evaluation are useful to provide guidelines for containerized cloud system deployment.
{"title":"Performance Analysis of CNI (Container Networking Interface) based Container Network","authors":"Youngki Park, Hyunsik Yang, Younghan Kim","doi":"10.1109/ICTC.2018.8539382","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539382","url":null,"abstract":"The increasing significance of lightweight cloud infrastructure for microservices cannot be overstated. This has led many researchers to propose container based virtualized computing services. Specifically, for networks, Container Networking Interface technologies are proposed to connect heterogeneous network services between virtual-machine based clouds and containers. In order to improve network performance of cloud systems, a comparison with detailed design and performance verification of network configuration using CNI technologies is required. In this paper, centering on various CNI technologies, we designed network architectures with OpenStack cloud platform and Kubernetes container management environment, and subsequently measured network performance for each design. The results of the evaluation are useful to provide guidelines for containerized cloud system deployment.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133412134","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539440
Sabina Umirzakova, T. Whangbo
This paper present the early symptoms of stroke detection using face features. To achieve that, in this paper calculated wrinkles on forehead area, eye moving, mouth drooping, cheek line detection. Experimental results show that proposed stroke detection method achieved good results in this field.
{"title":"STUDY ON DETECT STROKE SYMPTOMS USING FACE FEATURES","authors":"Sabina Umirzakova, T. Whangbo","doi":"10.1109/ICTC.2018.8539440","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539440","url":null,"abstract":"This paper present the early symptoms of stroke detection using face features. To achieve that, in this paper calculated wrinkles on forehead area, eye moving, mouth drooping, cheek line detection. Experimental results show that proposed stroke detection method achieved good results in this field.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134160436","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539550
M. Samonte, L. Vea, Randall Mark C. San Jose, Arden John V. Lagoy, Charles Eugene P. Manlapid, Antonio Martyn P. Perez
In this study, the researchers have modeled an affect detector based on the mouse movements that they have gathered while the respondents, as casual or core gamers, are playing the role-playing game. After being able to gather and prepare the data with the help of several software and tools, features such as the number of mouse clicks and distance moved were extracted and developed a models through the classifiers: Decision Tree, Random Forest, and J48. Given the parameters and features included, the chosen model was used to create a prototype. The prototype developed can be of use to game developers in game testing by giving them the ability to monitor the emotions of their end-users. This will then correspond to valuable data to apply for game design improvement.
{"title":"An Affect Detector Model For Gamers on a Role-Playing Game Through Mouse Movements","authors":"M. Samonte, L. Vea, Randall Mark C. San Jose, Arden John V. Lagoy, Charles Eugene P. Manlapid, Antonio Martyn P. Perez","doi":"10.1109/ICTC.2018.8539550","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539550","url":null,"abstract":"In this study, the researchers have modeled an affect detector based on the mouse movements that they have gathered while the respondents, as casual or core gamers, are playing the role-playing game. After being able to gather and prepare the data with the help of several software and tools, features such as the number of mouse clicks and distance moved were extracted and developed a models through the classifiers: Decision Tree, Random Forest, and J48. Given the parameters and features included, the chosen model was used to create a prototype. The prototype developed can be of use to game developers in game testing by giving them the ability to monitor the emotions of their end-users. This will then correspond to valuable data to apply for game design improvement.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133174929","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539577
S. Riyadi, Jaenudin, Laila Marrifatul Azizah, Cahya Damarjati, T. Hariadi
Mangosteen is the major commodity of fruit export from Indonesia. Only free-defect mangosteens are exported which were conventionally classified by human vision. In order to automate the classification between defect and free-defect mangosteen surface and handle high volume of export, machine vision has a great opportunity. The objective of this paper is to classify mangosteen surface images using discrete curvelet transform (DCT). The curvelet transform is a multiscale directional transform, which allows an optimal non-adaptive sparse representation of objects with edges. The methodology of this research involved pre-processing, implementation of DCT, statistical features extraction and classification using linear discriminant analysis. The method has been implemented on a number of 80 mangosteen images and validated using 4-fold cross validation method. The highest accuracy of classification between defect and non-defect surface is 92.5% obtained on second scale of DCT. In conclusion, the proposed method is able to evaluate mangosteen quality surfaces.
{"title":"Evaluation of Mangosteen Surface Quality using Discrete Curvelet Transform","authors":"S. Riyadi, Jaenudin, Laila Marrifatul Azizah, Cahya Damarjati, T. Hariadi","doi":"10.1109/ICTC.2018.8539577","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539577","url":null,"abstract":"Mangosteen is the major commodity of fruit export from Indonesia. Only free-defect mangosteens are exported which were conventionally classified by human vision. In order to automate the classification between defect and free-defect mangosteen surface and handle high volume of export, machine vision has a great opportunity. The objective of this paper is to classify mangosteen surface images using discrete curvelet transform (DCT). The curvelet transform is a multiscale directional transform, which allows an optimal non-adaptive sparse representation of objects with edges. The methodology of this research involved pre-processing, implementation of DCT, statistical features extraction and classification using linear discriminant analysis. The method has been implemented on a number of 80 mangosteen images and validated using 4-fold cross validation method. The highest accuracy of classification between defect and non-defect surface is 92.5% obtained on second scale of DCT. In conclusion, the proposed method is able to evaluate mangosteen quality surfaces.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117322349","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539388
R. Hakkun, Z. DioAlSabahA., K. Fathoni, Nana Ramadijanti, A. Basuki
Visual Novel Game as one of the game genres has many possibilities to be implemented with various kind of contents such as education, culture, and politic. Compare with other types, the number of published games nowadays still at a low. Moreover, the game with specific contents, especially local cultures, not ready yet. This paper proposes a framework for online visual game creation. Easiness of creating content is the main focus besides many features added. Instead of its online feature, the framework has a collaboration mode to enable users to interact with others to create games.
{"title":"Online Visual Novel Game Framework","authors":"R. Hakkun, Z. DioAlSabahA., K. Fathoni, Nana Ramadijanti, A. Basuki","doi":"10.1109/ICTC.2018.8539388","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539388","url":null,"abstract":"Visual Novel Game as one of the game genres has many possibilities to be implemented with various kind of contents such as education, culture, and politic. Compare with other types, the number of published games nowadays still at a low. Moreover, the game with specific contents, especially local cultures, not ready yet. This paper proposes a framework for online visual game creation. Easiness of creating content is the main focus besides many features added. Instead of its online feature, the framework has a collaboration mode to enable users to interact with others to create games.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115736798","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539658
Hyungjin Kim, S. Cho, Youngha Lee
Massive connectivity is one of the major goals of 5G mobile communications. The NB-IoT system achieves this goal using only a very narrow bandwidth. The NB-IoT system can also work together without affecting existing LTE systems. In this paper, we analyze the interferences of guardband NB-IoT system from the LTE system when they coexist.
{"title":"Interference Analysis of Guardband NB-IoT System","authors":"Hyungjin Kim, S. Cho, Youngha Lee","doi":"10.1109/ICTC.2018.8539658","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539658","url":null,"abstract":"Massive connectivity is one of the major goals of 5G mobile communications. The NB-IoT system achieves this goal using only a very narrow bandwidth. The NB-IoT system can also work together without affecting existing LTE systems. In this paper, we analyze the interferences of guardband NB-IoT system from the LTE system when they coexist.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115295009","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539516
Seng-Kyoun Jo, Dae-Heon Park, Hyeon Park, Sehan Kim
While the convergence of ICT in various industries is actively under progress, there is still the nontrivial matter of the livestock industry being smarter and safer. This problem can cause unnecessary expenses in the case of various diseases due to the contamination of livestock farms. In this paper, we propose a design concept of a smart pig farm using digital twin for improving animal welfare as a feasibility study. Digital twin is the digital replica of the real world and is becoming more attractive with the realization of the industry 4.0. Due to the deployment of digital twin, livestock farming has been replicated and simulated to be more vigorous against livestock disorders in the virtual world and applies outcomes to livestock farms in the real world.
{"title":"Smart Livestock Farms Using Digital Twin: Feasibility Study","authors":"Seng-Kyoun Jo, Dae-Heon Park, Hyeon Park, Sehan Kim","doi":"10.1109/ICTC.2018.8539516","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539516","url":null,"abstract":"While the convergence of ICT in various industries is actively under progress, there is still the nontrivial matter of the livestock industry being smarter and safer. This problem can cause unnecessary expenses in the case of various diseases due to the contamination of livestock farms. In this paper, we propose a design concept of a smart pig farm using digital twin for improving animal welfare as a feasibility study. Digital twin is the digital replica of the real world and is becoming more attractive with the realization of the industry 4.0. Due to the deployment of digital twin, livestock farming has been replicated and simulated to be more vigorous against livestock disorders in the virtual world and applies outcomes to livestock farms in the real world.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"379 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123447958","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 : 2018-10-01DOI: 10.1109/ICTC.2018.8539481
Shin-Kyung Lee
Recent V2X communication technology provides safety and service information in real time for autonomous driving. It has been researched more improved performance rather than legacy wireless access in vehicular environments (WAVE) through high data rate and low packet latency. However, quality of service(QoS) cannot currently be guaranteed, because original physical and medium access control(MAC) layer have been optimized for low mobility. This paper focuses on the implementation of enhanced MAC layer of WAVE and proposes a new channel access method for QoS.
{"title":"Structure of Enhanced QoS for Vehicular Network","authors":"Shin-Kyung Lee","doi":"10.1109/ICTC.2018.8539481","DOIUrl":"https://doi.org/10.1109/ICTC.2018.8539481","url":null,"abstract":"Recent V2X communication technology provides safety and service information in real time for autonomous driving. It has been researched more improved performance rather than legacy wireless access in vehicular environments (WAVE) through high data rate and low packet latency. However, quality of service(QoS) cannot currently be guaranteed, because original physical and medium access control(MAC) layer have been optimized for low mobility. This paper focuses on the implementation of enhanced MAC layer of WAVE and proposes a new channel access method for QoS.","PeriodicalId":417962,"journal":{"name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","volume":"220 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123138110","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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