2021 9th International Conference on Information and Communication Technology (ICoICT)最新文献_第2页

Connected Vehicle Communication Concept for Flood Level Warning Using Low Cost Microcontroller 基于低成本单片机的洪水预警车联网通信概念

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527432

S. Yogarayan, S. F. A. Razak, M. F. A. Abdullah, Fremont Ong Wei Kwong

引用次数: 2

Implementation of Simulated Annealing-Support Vector Machine on QSAR Study of Indenopyrazole Derivative as Anti-Cancer Agent 模拟退火支持向量机在吲哚吡唑衍生物抗癌剂QSAR研究中的实现

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527416

Muhammad Fajar Rizqi, Reza Rendian Septiawan, I. Kurniawan

{"title":"Implementation of Simulated Annealing-Support Vector Machine on QSAR Study of Indenopyrazole Derivative as Anti-Cancer Agent","authors":"Muhammad Fajar Rizqi, Reza Rendian Septiawan, I. Kurniawan","doi":"10.1109/ICoICT52021.2021.9527416","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527416","url":null,"abstract":"Cancer is a disease that occurs due to the uncontrolled growth of abnormal cells causing body tissue damage. This disease is considered as a deadly disease. In 2019, 1700 deaths occur every day due to cancer. Some effective anti-cancer agents are known to cause temporary to chronic toxic effects. There are several compounds that have the potential to become anticancer drugs, one of them is indenopyrazole. Recently, not many QSAR studies have been conducted to exploit the potential of indenopyrazole as anti-cancer agent. The goal of this research is to implement simulated annealing and support vector machine method in the QSAR study to predict the activity of indenopyrazole derivatives as anti-cancer drugs. Simulated annealing is used for feature selection and support vector machine is used for model development. In this research, we used three kernel models for SVM, namely SVM with RBF kernel, SVM with linear kernel, and SVM with the polynomial kernel. From three models that were regressed, SVM with RBF kernel has parameter C=10, gamma=scale and epsilon=0.1 produce R2 score train and test 0.79 and 0.60, respectively. SVM with linear kernel has parameter C=1000, degree=1 and epsilon=0.1 produce R2 score train and test 0.61 and 0.63, respectively. SVM with polynomial kernel has parameter C=1000, degree=2 and epsilon=0.1 produce R2 score train and test 0.72 and 0.50, respectively. Based on the validation results, only model with RBF kernel which parameters satisfy all the criteria. From the result we can conclude that the model with RBF kernel is the best model and acceptable.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134406948","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

Vehicle Blind Spot Area Detection Using Bluetooth Low Energy and Multilateration 基于蓝牙低功耗和多频技术的车辆盲点区域检测

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527516

Muhammad Reza Widya Pratama, M. Abdurohman, Aji Gautama Putrada

引用次数: 1

Greetings from the General Chair 主席的问候

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/icoict52021.2021.9527457

引用次数: 0

Wireless Programmable Body Sensor Networks and Situated Healthcare 无线可编程身体传感器网络和定位医疗保健

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527527

A. Faro, D. Giordano, M. Venticinque

{"title":"Wireless Programmable Body Sensor Networks and Situated Healthcare","authors":"A. Faro, D. Giordano, M. Venticinque","doi":"10.1109/ICoICT52021.2021.9527527","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527527","url":null,"abstract":"Wireless Body Sensor Networks (BSNs) represent an interesting challenge to effectively control dangerous pathology and to monitor the well being status of elderly and fragile people. However, such networks don’t take into account the context that highly influences the health status. This counteracts with the notion of situated healthcare more and more claimed from both sociological and medical point of view to provide effective healthcare interventions. Following this point of view, the paper illustrates an effective architecture to control health status taking into account the user context. In particular, programmable wireless body sensor networks recently available on the market fused with environmental portable sensors are evaluated to provide a viable step towards a smart situated healthcare, i.e., monitoring and control from remote sites and in real time people in their context by using IoT devices provided with artificial intelligence, i.e., AIoT devices, and suitable web services that allow such smart bodily networks to interact with networks of other people, doctors or hospitals. Current limits and potentialities are pointed out by a case study.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115871741","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

Accessibility and Response Time Analysis on the COVID19 Website in Indonesia 印度尼西亚covid - 19网站的可访问性和响应时间分析

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527410

Ryan Wicaksono, Hilal Hudan Nuha

引用次数: 3

T-COFFEE Multiple Sequence Aligner on Hadoop Spark Cluster Hadoop Spark集群上的T-COFFEE多序列对齐器

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527471

Viebiyanty Prihatiningrum, Setyorini, S. Karimah

{"title":"T-COFFEE Multiple Sequence Aligner on Hadoop Spark Cluster","authors":"Viebiyanty Prihatiningrum, Setyorini, S. Karimah","doi":"10.1109/ICoICT52021.2021.9527471","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527471","url":null,"abstract":"DNA (Deoxyribose Nucleid Acid) is a series of nucleotide acid proteins that exist in the organism body where DNA will be identical with inheritance. The sequence alignment mechanism is one of the most important methods in finding a match between DNA sequences. This mechanism is also used in the mechanism for making vaccines, where the process takes a large portion of the time. Parallel and distributed systems exist to solve this problem. One of them is using the Hadoop platform, which is currently being used for processing biological data. The making of the COVID-19 vaccine is one example of the implementation of using a distributed and parallel system model, so that the manufacturing process can be done in a fairly short time. In this study, we used MSA (Multiple Sequence Alignment) where one of the algorithms which has a high accuracy value is T-COFFEE (Tree Based Consistency Objective Function for Alignment Evaluation) algorithm. T-COFFEE is an algorithm for multiple sequences which is very suitable for finding similarities in DNA data by focusing on very high accuracy values. Besides having a high accuracy value, T-COFFEE requires a very long time to process. So this research did implementation of T-COFFEE on hadoop parallelization using Spark which has been proven to reduce the execution time.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117207421","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: 0

Evaluation of the Social Restriction and its Effect to the COVID-19 Spread in Indonesia 社会约束对印尼新冠肺炎疫情传播的影响评价

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527524

Inna Syafarina, Ayu Shabrina, A. Latifah, D. Adytia

{"title":"Evaluation of the Social Restriction and its Effect to the COVID-19 Spread in Indonesia","authors":"Inna Syafarina, Ayu Shabrina, A. Latifah, D. Adytia","doi":"10.1109/ICoICT52021.2021.9527524","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527524","url":null,"abstract":"The government of Indonesia has implemented a Large-Scale Social Restriction (LSSR/PSBB) of various levels, in the local and national region to control the COVID-19 transmission over the country. Successful social restrictions are believed as a powerful way in controlling COVID-19 spread. This paper evaluated the social restriction that has been implemented in Indonesia and its connection to the spread of COVID-19 in the period 15 February 2020 to 10 January 2021. The social restriction is quantified by the changes in human movement, while the spread of COVID-19 is computed by a growth rate and doubling time of the COVID-19 cases. A statistic measure by linear regression is applied to investigate the dependency of the COVID-19 spread and human movement. This paper showed the social restriction reduced human mobility up to more than 50% when the restriction was started. It flattened the cases but it only lasted for approximately two months. Afterward, the growth rate and the doubling time showed an increase of the COVID-19 cases and it was getting much worse starting at the end of the year 2020. Moreover, we found that the implemented social restriction in Indonesia is less effective to reduce the COVID-19 spread in Indonesia as human mobility during a holiday, an especially long weekend is much stronger.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"64 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120817718","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

The Role of Technology and Innovation Capabilities in Achieving Business Resilience of MSMEs During Covid-19: Empirical Study 新冠肺炎期间技术和创新能力对中小微企业实现业务弹性的作用:实证研究

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527464

G. Anggadwita, Erni Martini, R. Hendayani, Muhammad Rafi Kamil

{"title":"The Role of Technology and Innovation Capabilities in Achieving Business Resilience of MSMEs During Covid-19: Empirical Study","authors":"G. Anggadwita, Erni Martini, R. Hendayani, Muhammad Rafi Kamil","doi":"10.1109/ICoICT52021.2021.9527464","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527464","url":null,"abstract":"The purpose of this study was to identify the role of technology and innovation capabilities in the resilience of Micro, Small and Medium Enterprises (MSMEs) during the Covid-19 pandemic. In addition, it examined the mediating role of innovation capability on the relationship between technology capability and business resilience. This quantitative study used a causality approach and a structural equation model to examine, predict and estimate the relationships between the variables. For this reason, as many as 400 MSME owners in Jakarta, Indonesia were surveyed using a random sampling technique. The results indicated that technology and innovation capabilities have a positive and significant effect on the business resilience of MSMEs during the Covid-19 pandemic. Besides, innovation capability was also proven to play a significant role as the mediator in the relationship between technology capability and business resilience. This study emphasizes the importance of the business resilience concept as well as increasing technology and innovation capabilities of MSMEs in dealing with the Covid-19 pandemic.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124036818","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: 6

Anonymizing Prescription Data Against Individual Privacy Breach in Healthcare Database 匿名化处方数据防止医疗数据库中的个人隐私泄露

2021 9th International Conference on Information and Communication Technology (ICoICT) Pub Date : 2021-08-03 DOI: 10.1109/ICoICT52021.2021.9527430

Dedi Gunawan, Yusuf Sulistyo Nugroho, Maryam, Fatah Yasin Al Irsyadi

{"title":"Anonymizing Prescription Data Against Individual Privacy Breach in Healthcare Database","authors":"Dedi Gunawan, Yusuf Sulistyo Nugroho, Maryam, Fatah Yasin Al Irsyadi","doi":"10.1109/ICoICT52021.2021.9527430","DOIUrl":"https://doi.org/10.1109/ICoICT52021.2021.9527430","url":null,"abstract":"Prescription data is a subset of the health-related data which can be collected by drug store during the patient's medication period. In general, prescription data consists of a set of transaction records which contains patients name or patient’s identification number and their prescribed medicine name. Analyzing such data using data mining techniques brings various advantages for drug stores. However, performing data mining task is not trivial for the drug stores and possibly the drug store dispatches the prescription data to another party for data analysis. While it can solve the data analysis problem, unfortunately, such activity may result in privacy breach since sensitive information i.e., types of patients' disease due to the data miner has background knowledge to infer certain medicine to the disease type. To guarantee individual privacy protection while at the same time preserving database utility a method called data anonymization should be employed prior to handling the prescription data to another party for data mining purpose. A data anonymization which is based on swapping technique can be a solution to address the problem. Experimental results show that the swapping method successfully protects individual privacy with respect to reduce the number of item lost and maintain data utility of the anonymized database.","PeriodicalId":191671,"journal":{"name":"2021 9th International Conference on Information and Communication Technology (ICoICT)","volume":"63 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127408571","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: 2