Pub Date : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497140
M. Yusof, A. Zin
Signature-based analysis is no longer sufficient to solve polymorphic and stealth nature of malware attacks. Therefore, a behavioral or anomalous analysis will provide a more dynamic approach for the solution. However, recent studies have shown that current behavioral analysis methods at network-level have several issues and been categorized into its common characteristics which are reduced parameters, θ and lack of prior information, p(θ). Therefore, this study aims to determine Feature Selection and Distribution Density model to select optimized features, then to design Predictive Analytics Model based on Bayesian Network to improve the analysis prediction. Finally, the aim is to evaluate detection, accuracy and false alarm rate of the model against the subject matter expert model, SVM, k-NN and Lease Squared using standard and ground-truth dataset of production traffic from the healthcare provider in Malaysia. Results have shown that the proposed model consistently outperformed other models.
{"title":"Network-Level Behavioral Malware Analysis Model based on Bayesian Network","authors":"M. Yusof, A. Zin","doi":"10.1109/ICCOINS49721.2021.9497140","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497140","url":null,"abstract":"Signature-based analysis is no longer sufficient to solve polymorphic and stealth nature of malware attacks. Therefore, a behavioral or anomalous analysis will provide a more dynamic approach for the solution. However, recent studies have shown that current behavioral analysis methods at network-level have several issues and been categorized into its common characteristics which are reduced parameters, θ and lack of prior information, p(θ). Therefore, this study aims to determine Feature Selection and Distribution Density model to select optimized features, then to design Predictive Analytics Model based on Bayesian Network to improve the analysis prediction. Finally, the aim is to evaluate detection, accuracy and false alarm rate of the model against the subject matter expert model, SVM, k-NN and Lease Squared using standard and ground-truth dataset of production traffic from the healthcare provider in Malaysia. Results have shown that the proposed model consistently outperformed other models.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126431121","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497159
Jin-Chuan See, Jing-Jing Chang, Hui-Fuang Ng, K. Mok, Wai-Kong Lee
As Internet of Things (IoT) continues to advance, the gap between IoT and Artificial Intelligence (AI) is getting smaller. IoT sensor node with "smart" capability has become a highly demanded infrastructure to realize Industrial 4.0. Typically, deep learning algorithms are implemented in Graphic Processing Unit (GPU) for high performance. But when it comes to adoption in IoT environment, integrating sensor node with a GPU may pose a major challenge due to high energy consumption. This paper discusses the basic idea on how to implement a deep learning core, specifically for Convolutional Neural Network (CNN) onto the Field Programmable Gate Array (FPGA). Optimization was proposed to reduce number of multiplications needed to address memory contents, hence reducing Digital Signal Processing (DSP) unit synthesized. Synthesis result shows a relatively low hardware area with reasonable performance on both Artix-7 and Virtex-7 FPGA.
{"title":"Design and Implementation of Deep Learning Core for FPGA Platform","authors":"Jin-Chuan See, Jing-Jing Chang, Hui-Fuang Ng, K. Mok, Wai-Kong Lee","doi":"10.1109/ICCOINS49721.2021.9497159","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497159","url":null,"abstract":"As Internet of Things (IoT) continues to advance, the gap between IoT and Artificial Intelligence (AI) is getting smaller. IoT sensor node with \"smart\" capability has become a highly demanded infrastructure to realize Industrial 4.0. Typically, deep learning algorithms are implemented in Graphic Processing Unit (GPU) for high performance. But when it comes to adoption in IoT environment, integrating sensor node with a GPU may pose a major challenge due to high energy consumption. This paper discusses the basic idea on how to implement a deep learning core, specifically for Convolutional Neural Network (CNN) onto the Field Programmable Gate Array (FPGA). Optimization was proposed to reduce number of multiplications needed to address memory contents, hence reducing Digital Signal Processing (DSP) unit synthesized. Synthesis result shows a relatively low hardware area with reasonable performance on both Artix-7 and Virtex-7 FPGA.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115613898","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497200
Fatin Shamimi Mohd Zuki, S. Sulaiman, D. R. A. Rambli, F. Mérienne, Mohamad Naufal Mohamad Saad
Stroke is a condition that happens when the brain is cut off from blood supply. Patients are at risk of disabilities. To help patient recover, gain mobility, and independence, rehabilitation starts as soon as possible. Unfortunately for some patients, they are forced to undergo long-term rehabilitation period. Since the activities during therapy are repetitive, many patient losses their motivation to continue therapy thus unable to recover. Virtual reality has been found to increase motivation for stroke rehabilitation. Its key elements, especially sensory feedback and interactivity have been found to increase motivation and engagement especially when applied to gamification. However, practitioners in related field have raised concern on the relevancy of some VR elements used for rehabilitation. Inappropriate elements may not be effective for the program; thus, requires further investigation. This paper explores various elements that could encourage motivation, bring better engagement, and enhance task performance of stroke patients via VR-based rehabilitation. A literature survey was conducted. The findings signal for the importance of sensory feedback and interactivity when used in VR environment for stroke patients in their rehabilitation programme.
{"title":"Sensory Feedback and Interactivity: Enhancing Motivation and Engagement for VR Stroke Rehabilitation","authors":"Fatin Shamimi Mohd Zuki, S. Sulaiman, D. R. A. Rambli, F. Mérienne, Mohamad Naufal Mohamad Saad","doi":"10.1109/ICCOINS49721.2021.9497200","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497200","url":null,"abstract":"Stroke is a condition that happens when the brain is cut off from blood supply. Patients are at risk of disabilities. To help patient recover, gain mobility, and independence, rehabilitation starts as soon as possible. Unfortunately for some patients, they are forced to undergo long-term rehabilitation period. Since the activities during therapy are repetitive, many patient losses their motivation to continue therapy thus unable to recover. Virtual reality has been found to increase motivation for stroke rehabilitation. Its key elements, especially sensory feedback and interactivity have been found to increase motivation and engagement especially when applied to gamification. However, practitioners in related field have raised concern on the relevancy of some VR elements used for rehabilitation. Inappropriate elements may not be effective for the program; thus, requires further investigation. This paper explores various elements that could encourage motivation, bring better engagement, and enhance task performance of stroke patients via VR-based rehabilitation. A literature survey was conducted. The findings signal for the importance of sensory feedback and interactivity when used in VR environment for stroke patients in their rehabilitation programme.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130317675","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497221
Shiladitya Bhattacharjee, Lukman A. B. Rahim
The importance of seismic big data exploration, especially in gas and oil industries, is indispensable. The processing of such complex data becomes more critical when its size is extremely large. These days the dispose of seismic big data over the network is notably common. Hence, the security of this huge complex data is equally important during its transportation over an insecure channel. Consequently, the application of any security algorithm on complex big seismic data makes it impractical for adopting it in any industry. Numerous researches have been conducted to resolve these issues. However, any unified solution has not been proclaimed by the exiting related studies. Therefore, this research work affirms a unique unified platform that uses the integration of Hadoop and Hive for parallel processing and advanced indexing for faster execution of large complex data. At the same time, it uses a low complex elliptic curve cryptography (ECC) to ensure data security in terms of data confidentiality and integrity. The result shows that the proposed integrated technique offers higher time efficiency in terms of producing higher Throughput than other security combinations. It further shows it produces a low percentage of Data Loss and higher Entropy Value as well as Avalanche Effect which justifies its ability to offer higher data confidentiality and integrity.
{"title":"A Hadoop Allied Security Platform for Seismic Big Data Processing","authors":"Shiladitya Bhattacharjee, Lukman A. B. Rahim","doi":"10.1109/ICCOINS49721.2021.9497221","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497221","url":null,"abstract":"The importance of seismic big data exploration, especially in gas and oil industries, is indispensable. The processing of such complex data becomes more critical when its size is extremely large. These days the dispose of seismic big data over the network is notably common. Hence, the security of this huge complex data is equally important during its transportation over an insecure channel. Consequently, the application of any security algorithm on complex big seismic data makes it impractical for adopting it in any industry. Numerous researches have been conducted to resolve these issues. However, any unified solution has not been proclaimed by the exiting related studies. Therefore, this research work affirms a unique unified platform that uses the integration of Hadoop and Hive for parallel processing and advanced indexing for faster execution of large complex data. At the same time, it uses a low complex elliptic curve cryptography (ECC) to ensure data security in terms of data confidentiality and integrity. The result shows that the proposed integrated technique offers higher time efficiency in terms of producing higher Throughput than other security combinations. It further shows it produces a low percentage of Data Loss and higher Entropy Value as well as Avalanche Effect which justifies its ability to offer higher data confidentiality and integrity.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"173 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122753737","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}
Stress-related disorders are increasing because of work load, forces in teamwork, surroundings pressures and health related conditions. Thus, to avoid people living under heavy stress and develop more severe stress-related disorders, different internet and applications of stress management interventions are offered. Mobile applications with self-assessed health, burnout-scores and well-being are commonly used as outcome measures. Few studies have used sickleave to compare effects of stress interventions. A new approach is to use nature and garden in a multimodal stress management context. This study aimed to explore the effects of immersive and non-immersive games application by using nature theme virtual stress therapy in reducing stress level. Two weeks’ of experiments had involved 18 participants. Nine (9) of them were invited to join the first experiment which focused on immersive virtual reality (VR) experience. Their Blood Volume Pulse with Heart Rate (BVP+HR) and Skin Conductance (SC) were recorded using BioGraph Infiniti Biofeedback System that comes with three (3) sensors attached to the fingers. The second experiment were joined by another nine (9) participants. This experiment was testing on non-immersive desktop control experience. The same protocol measurements were taken which are BVP+HR and SC. Participants were given the experience to feel and get carried into the virtual nature as a therapy so that they will reduce stress. The result of this study points to whether immersive or non-immersive VR display using nature theme virtual therapy would reduce individuals stress level. After conducted series of experiments, results showed that both immersive and non-immersive VR display reduced stress level. However, participants were satisfied of using the immersive version as it provided a 360 degree of viewing, immersed experiences and feeling engaged. Thus, this showed and proved that applications developed with nature theme affect successfully reduce stress level no matter it is put in immersive or non-immersive display.
{"title":"Immersive and Non-Immersive VR Display using Nature Theme as Therapy in Reducing Work Stress","authors":"Marlina Bt Abdul Manaf, Suziah Bt Sulaiman, Dayang Rohaya Bt Awang Rambli","doi":"10.1109/ICCOINS49721.2021.9497220","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497220","url":null,"abstract":"Stress-related disorders are increasing because of work load, forces in teamwork, surroundings pressures and health related conditions. Thus, to avoid people living under heavy stress and develop more severe stress-related disorders, different internet and applications of stress management interventions are offered. Mobile applications with self-assessed health, burnout-scores and well-being are commonly used as outcome measures. Few studies have used sickleave to compare effects of stress interventions. A new approach is to use nature and garden in a multimodal stress management context. This study aimed to explore the effects of immersive and non-immersive games application by using nature theme virtual stress therapy in reducing stress level. Two weeks’ of experiments had involved 18 participants. Nine (9) of them were invited to join the first experiment which focused on immersive virtual reality (VR) experience. Their Blood Volume Pulse with Heart Rate (BVP+HR) and Skin Conductance (SC) were recorded using BioGraph Infiniti Biofeedback System that comes with three (3) sensors attached to the fingers. The second experiment were joined by another nine (9) participants. This experiment was testing on non-immersive desktop control experience. The same protocol measurements were taken which are BVP+HR and SC. Participants were given the experience to feel and get carried into the virtual nature as a therapy so that they will reduce stress. The result of this study points to whether immersive or non-immersive VR display using nature theme virtual therapy would reduce individuals stress level. After conducted series of experiments, results showed that both immersive and non-immersive VR display reduced stress level. However, participants were satisfied of using the immersive version as it provided a 360 degree of viewing, immersed experiences and feeling engaged. Thus, this showed and proved that applications developed with nature theme affect successfully reduce stress level no matter it is put in immersive or non-immersive display.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128325329","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497156
S. Rahman, Wahidah Binti Hashim, Azlan Yusof
This paper addresses the design of a use case diagram Unified Modelling Language (UML) model when developing an EC system. The EC system is an important aspect to be developed due to the increasing demand of the user needs. Currently, there are no such systems developed to provide the summarization of the average electrical usage in a bar chart graph layout, which makes it difficult to understand energy usage patterns and their impact on electricity bills each month. In addition, the Tenaga Nasional Berhad (TNB) online customer service system does not have any related feature to assist users with understanding their energy usage [5]. The EC system will be developed to overcome the above-mentioned problems, and to recommend other features to complement average user needs. Specifying the context and requirements of the EC system will use a use case diagram UML model. The use case diagram shows the scope of the system that will be developed. The main feature in the EC system is the ability to visualize the electricity usage by allowing users select search category. The selection of the search category can include a range of dates, for example by day or month or year, in displaying the results. Based on the output produced, the users can properly manage their usage of electricity in their house and reduce their electricity bills.
{"title":"Designing A Use Case Diagram For Developing An Electricity Consumption (EC) System","authors":"S. Rahman, Wahidah Binti Hashim, Azlan Yusof","doi":"10.1109/ICCOINS49721.2021.9497156","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497156","url":null,"abstract":"This paper addresses the design of a use case diagram Unified Modelling Language (UML) model when developing an EC system. The EC system is an important aspect to be developed due to the increasing demand of the user needs. Currently, there are no such systems developed to provide the summarization of the average electrical usage in a bar chart graph layout, which makes it difficult to understand energy usage patterns and their impact on electricity bills each month. In addition, the Tenaga Nasional Berhad (TNB) online customer service system does not have any related feature to assist users with understanding their energy usage [5]. The EC system will be developed to overcome the above-mentioned problems, and to recommend other features to complement average user needs. Specifying the context and requirements of the EC system will use a use case diagram UML model. The use case diagram shows the scope of the system that will be developed. The main feature in the EC system is the ability to visualize the electricity usage by allowing users select search category. The selection of the search category can include a range of dates, for example by day or month or year, in displaying the results. Based on the output produced, the users can properly manage their usage of electricity in their house and reduce their electricity bills.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133888333","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497169
Azhana Ahmad, A. Anuar, Zailani Ibrahim, Thinish A-L Parasuraman
Communication among children with their parents or caregivers is the most important element in the learning process. However children with impairment such as cerebral palsy (CP) children, the process is challenging due to various incapability. Recently, assistive technology has been used to help these audience through mobile applications by adapting the requirement with the needs. In this study, observation and interviews held with the first prototype of CommelApps to small number of CP children and their parents. The findings will be used to create the second prototype for the development of the complete CommelApps mobile application that focusing on the assistive technology for specific users.
{"title":"Investigating Communication Approach for Physically-Disabled Children Using Assistive Technologies","authors":"Azhana Ahmad, A. Anuar, Zailani Ibrahim, Thinish A-L Parasuraman","doi":"10.1109/ICCOINS49721.2021.9497169","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497169","url":null,"abstract":"Communication among children with their parents or caregivers is the most important element in the learning process. However children with impairment such as cerebral palsy (CP) children, the process is challenging due to various incapability. Recently, assistive technology has been used to help these audience through mobile applications by adapting the requirement with the needs. In this study, observation and interviews held with the first prototype of CommelApps to small number of CP children and their parents. The findings will be used to create the second prototype for the development of the complete CommelApps mobile application that focusing on the assistive technology for specific users.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133988868","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497174
N. Ansari, R. Hussain, Syed Sajjad Hussain, Sheeraz Arif
Internet-of-Things (IoT) establish connection between billions of smart devices, performing a diverse range of purposes. These devices embedded with sensors, software and network to exchange and collect data with each other. In IoT hardware security is the main task for researchers because large number of devices connected day by day with each other. As researchers concern, latest research is now focused on seeing attack and defensive site of IoT devices. Side channel attacks are one of the major concerns for researchers who work on IoT. This paper presents an implementation of AES algorithm with proposed false key mechanism and power reduction technique against SCA in IoT devices.
{"title":"Invariant of AES algorithm implementations against Attacks in IoT Devices","authors":"N. Ansari, R. Hussain, Syed Sajjad Hussain, Sheeraz Arif","doi":"10.1109/ICCOINS49721.2021.9497174","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497174","url":null,"abstract":"Internet-of-Things (IoT) establish connection between billions of smart devices, performing a diverse range of purposes. These devices embedded with sensors, software and network to exchange and collect data with each other. In IoT hardware security is the main task for researchers because large number of devices connected day by day with each other. As researchers concern, latest research is now focused on seeing attack and defensive site of IoT devices. Side channel attacks are one of the major concerns for researchers who work on IoT. This paper presents an implementation of AES algorithm with proposed false key mechanism and power reduction technique against SCA in IoT devices.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133546467","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497214
Yong Han Keith, F. Fadzil, A. I. Zainal-Abidin
Blockchain technology has emerge over the years since the introduction of Bitcoin and Ethereum cryptocurrency, to the point the value of these cryptocurrencies are as high as a bar of gold. Since Ethereum has been an open source development platform, the industry has taken advantage of decentralized application or DApp where by the application is based on Smart Contract, a set of programming written code becomes the law of in agreement. Hence, the same can implement in House Rental industry where all contract agreement between tenant and landlord were conducted using pen and paper method. Even though, there are applications for this segment in the industry but most of the applications were not able keep data tracking and secure information. In this paper, a comparison is made to propose which algorithm is best to be used in the blockchain application and a better understanding how blockchain works.
{"title":"Evaluation of Blockchain Algorithm for Smart Rental Application using Smart Contract","authors":"Yong Han Keith, F. Fadzil, A. I. Zainal-Abidin","doi":"10.1109/ICCOINS49721.2021.9497214","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497214","url":null,"abstract":"Blockchain technology has emerge over the years since the introduction of Bitcoin and Ethereum cryptocurrency, to the point the value of these cryptocurrencies are as high as a bar of gold. Since Ethereum has been an open source development platform, the industry has taken advantage of decentralized application or DApp where by the application is based on Smart Contract, a set of programming written code becomes the law of in agreement. Hence, the same can implement in House Rental industry where all contract agreement between tenant and landlord were conducted using pen and paper method. Even though, there are applications for this segment in the industry but most of the applications were not able keep data tracking and secure information. In this paper, a comparison is made to propose which algorithm is best to be used in the blockchain application and a better understanding how blockchain works.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"157 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121050686","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 : 2021-07-13DOI: 10.1109/ICCOINS49721.2021.9497228
M. Kurniasih, Imas Ratna Ermawati, Sri Astuti, Onny Fitriana, Wail Fatimah Wan Achmad
Research on the Effect of Using Character-Based Flipbook Teaching Media on Calculus Learning Outcomes. This research is based on problems in the world of education, especially the use of multimedia learning with the calculus of integral material in rotating objects. Research conducted at FKIP UHAMKA with the research method used is experimental design posttest only form and the research sample was 36 students divided into 2 class groups, the experimental class and the control class. Based on the results of the analysis calculation on the analysis prerequisite test that is using the post test sample the learning outcomes of calculus are normally distributed, namely 5.172 <7.815. Likewise for the calculated X2 value (control class)
{"title":"The Effect of Character-Based Teaching Flipbook Media on The Results of Calculus Learning","authors":"M. Kurniasih, Imas Ratna Ermawati, Sri Astuti, Onny Fitriana, Wail Fatimah Wan Achmad","doi":"10.1109/ICCOINS49721.2021.9497228","DOIUrl":"https://doi.org/10.1109/ICCOINS49721.2021.9497228","url":null,"abstract":"Research on the Effect of Using Character-Based Flipbook Teaching Media on Calculus Learning Outcomes. This research is based on problems in the world of education, especially the use of multimedia learning with the calculus of integral material in rotating objects. Research conducted at FKIP UHAMKA with the research method used is experimental design posttest only form and the research sample was 36 students divided into 2 class groups, the experimental class and the control class. Based on the results of the analysis calculation on the analysis prerequisite test that is using the post test sample the learning outcomes of calculus are normally distributed, namely 5.172 <7.815. Likewise for the calculated X2 value (control class) <of X2 table that is 2,183 <7,815. So for the testing phase you can use the t-test. with a significant level α = 0.05 For the hypothesis test using the t-test the results obtained were 8.621 ≥ 2.014, which means it was rejected and Ha was accepted, while the characters with an average post-test score of 76.67 with the development of the character of the questionnaire was 83, 1 Based on the calculation of hypothesis testing, and character questionnaires it can be concluded that there is an influence of the use of character - based flipbook teaching media on calculus learning outcomes.","PeriodicalId":245662,"journal":{"name":"2021 International Conference on Computer & Information Sciences (ICCOINS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124847179","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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