2020 8th International Conference on Information and Communication Technology (ICoICT)最新文献_第5页

Blood Detection in Infusion Hose Using Fuzzy System 模糊系统在输液软管血液检测中的应用

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166256

Rizqillah Zahra Lestari, S. Karimah, M. Abdurohman, R. D. Prayogo

引用次数: 1

Performance Comparison of Yolo-Lite and YoloV3 Using Raspberry Pi and MotionEyeOS Yolo-Lite和YoloV3在树莓派和MotionEyeOS下的性能比较

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166199

Pertiwang Sismananda, M. Abdurohman, Aji Gautama Putrada

引用次数: 8

Learning Content Recommendations on Personalized Learning Environment Using Collaborative Filtering Method 基于协同过滤的个性化学习环境下的学习内容推荐

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166371

Adhyfa Fahmy Hidayat, D. D. J. Suwawi, K. A. Laksitowening

{"title":"Learning Content Recommendations on Personalized Learning Environment Using Collaborative Filtering Method","authors":"Adhyfa Fahmy Hidayat, D. D. J. Suwawi, K. A. Laksitowening","doi":"10.1109/ICoICT49345.2020.9166371","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166371","url":null,"abstract":"Personal Learning Environment (PLE) is an e-learning concept that allows users to manage their learning environment both in terms of content and process. However, significant problems with PLE implementation in distance learning are excessive information and difficulties in finding the suitable learning content for learners. To overcome these problems, an experimental study was conducted to explore a learning content recommendation system for learners. The learning content recommendation system uses the Collaborative Filtering (CF) algorithm for the basis. CF is a method for filtering information by collecting ratings and combining it with similar information needs or interests of other users. This study intends to build the concept of PLE distance learning by applying the CF recommendation system to find learning content that is appropriate to the needs of learners. The test results reveal that the proposed PLE application is compliant with the PLE attributes. This study has also succeeded in applying a recommendation system using the CF algorithm with the concept of PLE in distance learning. Moreover, the Mean Absolute Error (MAE) calculation reveals that the best-obtained recommendation results reached by K=10. Based on the experimental data obtained, the greater the value of K used in the CF algorithm, the greater the average error.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114298142","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}

引用次数: 8

ECG Based Biometric Identification System using EEMD, VMD and Renyi Entropy 基于EEMD、VMD和任义熵的心电生物特征识别系统

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166202

S. Hadiyoso, I. Wijayanto, E. M. Dewi

引用次数: 5

Music Source Separation Using Generative Adversarial Network and U-Net 基于生成对抗网络和U-Net的音乐源分离

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166374

M. Satya, S. Suyanto

引用次数: 1

Implementation of Automatic First Arrival Picking On P-Wave Seismic Signal Using Logistic Regression Method 用逻辑回归方法实现p波地震信号的自动初到拾取

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166345

Yusuf Azam Sya’bani, Astri Novianty, Anggunmeka Luhur Prasasti

{"title":"Implementation of Automatic First Arrival Picking On P-Wave Seismic Signal Using Logistic Regression Method","authors":"Yusuf Azam Sya’bani, Astri Novianty, Anggunmeka Luhur Prasasti","doi":"10.1109/ICoICT49345.2020.9166345","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166345","url":null,"abstract":"The development of automation technology is currently very fast and helps human work, one of them is used by the Badan Meteorologi, Klimatologi dan Geotisika (BMKG) to detect earthquakes. Automatic First Arrival Picking is a system that can detect primary waves at the first arrival or P-Wave that occurs in an earthquake seismic signal. This study aims to create an Automatic First Arrival Picking system and test the performance of the Logistic Regression method to classify this Automatic First Arrival Picking system in detecting primary waves at the first arrival or P-Wave. In this Automatic First Arrival Picking study, data samples taken on the IRIS (Incorporated Research Institutions for Seismology) website with 100 earthquake events taken from the three closest stations with magnitude 5-8 SR. Data samples will be processed using four Feature Extraction: Recursive STA/LTA, Classic STA/LTA, Carl STA/ LTA and Delayed STA/LTA.Furthermore, the results of Feature Extraction that will be used as a dataset will be classified by the Logistic Regression method. From the test results of the Automatic First Arrival Picking system it is known that several parameters can produce the best system performance, that is 50 seconds for time windowing, 55%: 45% for a ratio training and testing, and a value of 100 for Inverse of Regularization. The results of the research conducted using the Logistic Regression method to detect P-waves in the Automatic First Arrival Picking system with a calibration scheme that carried out that obtained accuracy of 83%, Precision by 75%, Recall of 64% and F1-Score of 67%.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125213332","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}

引用次数: 4

Comparative Analysis of K-Nearest Neighbor and Decision Tree in Detecting Distributed Denial of Service k近邻与决策树检测分布式拒绝服务的比较分析

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166380

Ilham Ramadhan, Parman Sukarno, M. A. Nugroho

引用次数: 6

A Comprehensive Survey of Cellular Network Performance from User’s Perspective: A Case Study in 0-km Spot of Yogyakarta 从用户角度对蜂窝网络性能的全面调查:以日惹0公里点为例

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166160

Widyasmoro, Indar Surahmat

{"title":"A Comprehensive Survey of Cellular Network Performance from User’s Perspective: A Case Study in 0-km Spot of Yogyakarta","authors":"Widyasmoro, Indar Surahmat","doi":"10.1109/ICoICT49345.2020.9166160","DOIUrl":"https://doi.org/10.1109/ICoICT49345.2020.9166160","url":null,"abstract":"Smart city issues have been a trending topic since the last three decades. Some aspects support the development of smart city included information and communication infrastructures where cellular networks play important roles. Maintaining or improving performance of cellular networks is one of the importance keys to keep their existence. Therefore, it cannot be avoided that cellular-networks operators (CNO) must measure their network performance. In the case of user perspectives, CNOs usually measure the performance by doing field measurements in standard procedures. The procedures mostly in quantitative manners. It is rare, the performance is measured in qualitative manners. Therefore, this paper provides additional qualitative methods for having a more comprehensive measurement of quality of service (QoS) as well as the quality of experience (QoE) of the cellular networks. This paper starts with a simulation of coverage with a ray tracing software in specific parameters to be used for field measurement. For the qualitative methods, a survey through questionnaire has been done to know what user opinions are about obtained services. The study chose the 0-km-spot of Yogyakarta which is known as one of the favorite tourism objects. The result shows, even though the signal strength is maintained stable better than -80dBm, SNR is fluctuating. While the survey shows that some potential network parameters still need to be upgraded to increase the user satisfaction level suggested by 25% of the respondents.","PeriodicalId":113108,"journal":{"name":"2020 8th International Conference on Information and Communication Technology (ICoICT)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121838233","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}

引用次数: 1

A Strategy Framework For Incorporating Sustainability Into Enterprise Architecture 将可持续性纳入企业架构的战略框架

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166373

E. Perdana, B. Sitohang, H. Sastramihardja, Muhammad Z. C. Candra

引用次数: 3

Experimental and Simulation Approach for Water Bed Movements 水床运动的实验与模拟方法

2020 8th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2020-06-01 DOI: 10.1109/ICoICT49345.2020.9166201

A. Jaya, P. H. Gunawan, A. Aditsania

引用次数: 0