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Convolutional Neural Network Analysis on Handwriting Patterns and Its Relationship to Personality: A Systematical Review

Convolutional Neural Network Analysis on Handwriting Pattern...

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2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023

作者： Mair, Zaid Romegar Cholil, Widya Yulianti, Evi Marcelina, Dona Theresiawati Isnainiyah, Ika Nurlaili Computer and Natural Science Faculty Indo Global Mandiri University Informatics Study Program Indonesia Universitas Pembangunan Nasional Informatics Study Program Computer Science Faculty Jakarta Indonesia Indo Global Mandiri University Information System Study Program Computer and Natural Science Faculty Indonesia

ISBN: (纸本)9798350307306

It can be argued that the Convolutional Neural Network (CNN) used in this research is an efficient algorithm for classifying images based on the end prediction of the path taken. In every plot that is made, there is a similar process for achieving a prediction of the final result. The implementation for each of these procedures follows the steps that are summarized into a flow of analysis stages that can help to develop the application of an algorithm. The initial stage is to take the handwriting from the user which is then pre-processed the image, to eliminate existing noise, and sharpen the contrast, so that the image can be seen clearly. Images will be processed and analyzed using the Convolutional Neural Network model, training will be carried out, with an average training of a dataset of 100 epochs or about 7 to 10 minutes, and labeling on the trained dataset. The accuracy of the training reached 98.89%, as a proportion of the different characteristics of the handwriting sample. © 2023 IEEE.

关键词： Convolutional neural networks

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Evaluation of governance financial management information system (SIPKD) with framework of COBIT 5 in the government of Denpasar city 2

Evaluation of governance financial management information sy...

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2nd International Conference on Vocational Education and Technology, IConVET 2019

作者： Vergantana, I.W.S.M. Dantes, I.G.R. Aryanto, K.Y.E. Study Program of Computer Science Postgraduate ProgramGanesha University of Education Singaraja Indonesia

Denpasar City Government is one of the government agencies that hav implemented the Regional Financial Management Information System (SIPKD). SIPKD is an integrated application that is used as a tool for regional governments for improving the effectiveness of the implementation of various regulations in the field of regional financial management based on the principles of efficiency, economic, effective, transparent, accountable and auditable. Research Evaluation of SIPKD governance in Denpasar City Government was conducted based on the framework of the COBIT 5 (Control Objective for Information & Related Technology) framework of ISACA 2012, which was modified according to the conditions at the study site. The research method used was descriptive-quantitative evaluation and cascading evaluation method at the COBIT 5 stage, by distributing questionnaires to each admin as many as 40 respondents, to get scores in the form of numbers and conducting structured interviews with BPKAD leaders to obtain the expected capability level conditions. Evaluation of SIPKD governance with COBIT 5 uses the PAM (Process Assessment Model) analysis as a reference in determining its attributes, with the results of the capability level currently at the level 3 established process in the APO01 process of 77% achieved, APO012 of 78% achiaved, DSS04 by 77% mostly achiaved, EDM03 by 78% largely achieved, and MEA03 by 77% largely achieved, which means that in the management of SIPKD the Denpasar City Government has been well established in managing SIPKD conducted by all SIPKD administrators and operators along with BPKAD leaders in Denpasar. And the results of the interview the desired results are at level 4 predictable process. © 2020 IOP Publishing Ltd. All rights reserved.

关键词： Information management

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On the Okamoto-Uchiyama cryptosystem: (A brief essay on basic mathematics applied in cryptography) 3

On the Okamoto-Uchiyama cryptosystem: (A brief essay on basi...

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3rd International Conference on science, ICOS 2019

作者： Haryanto, Loeky Lawi, Armin Suhastina, Suhastina Qarynah, Putri Computer Science Study Program Mathematics Department Hasanuddin University Makassar Indonesia

The Okamoto-Uchiyama cryptosystem applies many consepts of basic abstract algebra, discrete mathematics and number theory. Many of these concepts are elementary and used in other branches of cryptography. However, those elementary concepts are not enough provided in the mathematics curriculla in under developed and developing countries despite the fact that in early stages teaching of those basic mathematics concepts, there is no need to provide sophiticated nor rigorous treatments beyond computations of integers. By exploring the basic mathematics applied in Okamoto-Uchiyama's algorithm and its re-lated concepts, this exploration should make mathematics teachers, educators and instructors to be aware of the important teaching the basic abstract algebra, discrete mathematics and number theory as early as high school senior level or at the first year in colleges and universities. © Published under licence by IOP Publishing Ltd.

关键词： Cryptography

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Improving University Community Service Communication with Kukerti's Fuzzy String Matching Chatbot

Improving University Community Service Communication with Ku...

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2023 International Conference on Informatics, Multimedia, Cyber and Information Systems, ICIMCIS 2023

作者： Andriyani, Yanti Firyadi, Ricki Mahdiyah, Evfi Fitriansyah, Aidil Aminuddin, Al Meitarice, Sonya Niqotaini, Zatin University of Riau Information System Study Program Computer Science Department Pekanbaru Indonesia Universitas Pembangunan Nasional Veteran Jakarta Information System Study Program Computer Science Department Jakarta Indonesia

ISBN: (纸本)9798350307306

Efficient communication plays a pivotal role in the success of university community service programs. This study highlights the innovative approach taken by the University of Riau to enhance communication within their community service initiative through the implementation of Kukerti, a cutting-edge chatbot system. Developed specifically for Bahasa Indonesia-speaking users, Kukerti utilizes advanced fuzzy string-matching algorithms to process user inputs and generate relevant responses. In this study, we delve into the deployment and impact of the Kukerti chatbot within the University of Riau's community service program. We explore its functionality in addressing the common challenge of delayed responses from web administrators, which had previously hindered efficient information retrieval for students and participants. Our research aims to explore how does the implementation of the Kukerti chatbot system with advanced fuzzy string-matching algorithms impact the efficiency of communication and information retrieval within the University of Riau's community service program. The result shows the implementation of fuzzy string-matching algorithms improves the communication process and the evaluation of the Kukerti chatbot showed that the implementation of fuzzy string-matching has an accuracy rate of 93.33% in providing the answers. By exploring the fuzzy string-matching implementation in the Kukerti chatbot, it is expected to provide further understanding regarding the implementation and encourage other chatbot developers to use it. © 2023 IEEE.

关键词： String searching algorithms

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The Effectiveness of Video Project Assignment in Local Language Class 5

The Effectiveness of Video Project Assignment in Local Langu...

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5th International Conference on Education Technology Management, ICETM 2022

作者： Indrawati, Desi Balontia, Meitty Josephin Benny, Benny Language Center Computer Science Study Program Faculty of Humanities Bina Nusantara University Bandung Campus Indonesia Character Building Development Center Computer Science Study Program Bina Nusantara University Bandung Campus Indonesia Character Building Development Center Computer Science Study Program Bina Nusantara University Jakarta Indonesia

ISBN: (纸本)9781450398015

In the current digital era, video production has become more effective. This is due to the availability of new technologies such as Information and Communication Technology (ICT) in education. In other words, the use of video has triggered teachers to use it in teaching and learning. This research was encouraged by the fact that the teachers keep motivating their students in classes to preserve their local language. Thus, it was necessary to use a recent method such as a VPA learning model to assist students in improving their Local language learning outputs. The objective of the research was to determine whether there were prominent differences in students' Local language learning outputs between the project assignment they made through Video Project Assignment (VPA) and the script without video. A quasi-experimental study was done with the study population being students at Public Junior High School 2 Parigi. The sample was a class with 31 students as a control group who were given a Local language Writing Project Assignment for the pre-test and another class was an experimental class that consisted of 31 students who were given a Video Project Assignment (VPA) in the form of Local language speech for the post-test. The findings indicated that the VPA successfully enhanced students' Local language ability because it was attractive and encouraging, inspiring, reassuring, enlightening, amusing, and achievable. Moreover, the VPA was also found to be more fulfilled in improving students' Local language ability than a Writing Project Assignment, and by creating Video Project Assignment (VPA), students confirmed positive responses, rendezvous, and attainment. © 2022 ACM.

关键词： Students

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Development of Automatic Plant Irrigation System using Soil Moisture Sensors for Precision Agriculture of Chili

Development of Automatic Plant Irrigation System using Soil ...

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2020 International Conference on Smart Technology and Applications, ICoSTA 2020

作者： Priandana, Karlisa Wahyu, Ramadina Al-Fatihah Computer Science Department Bogor Indonesia Computer Engineering Study Program Vocational School Bogor Indonesia

ISBN: (纸本)9781728130835

In agriculture, water management is crucial to reduce the amount of water used for irrigation. This study aims to develop an automatic plant irrigation system to be implemented in the Greenhouse of the Department of computer science, IPB University. The system is made of solenoid valves and soil moisture sensors whose amount is adjusted to the number of plants. This automatic plant irrigation system was created to support the development of smart and precision farming in Indonesia. Irrigation is done automatically and precisely for each plant by using a solenoid valve and a relay. The system prototype has been tested with different soil moisture values. Experiment results show that the prototype has successfully read the soil moisture value and can do the irrigation properly according to the specified functional requirements. © 2020 IEEE.

关键词： Soil moisture

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Interactive Multimedia Kolb Experiential Learning Model Using Logistic Regression Algorithm to Improve Student Cognitive

Interactive Multimedia Kolb Experiential Learning Model Usin...

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7th International Conference on Advances in Visual Informatics, IVIC 2021

作者： Khoirunnisa, Azizah Nurul Munir Rasim Rahman, Eka Fitrajaya Dewi, Laksmi Curriculum Development Study Program School of Postgraduate Studies Indonesia University of Education Bandung Indonesia Computer Science Education Study Program Department of Computer Science Education Indonesia University of Education Bandung Indonesia

ISBN: (纸本)9783030902346

The differences of each student become a challenge for educators in delivering learning materials. More often than not, students often find it difficult to process study materials. Conventional study-based learning may not always have a profound impact on students. Consideration of interactive multimedia as a tool for student-centered learning has not been widely discussed in scientific research. In this paper, the authors investigate interactive multimedia using Kolb’s experiential learning model in improving students’ cognitive abilities. This study uses a pre-experimental method and one-group pre-and post-test design type with the research population in class XI RPL and a sample of SMK students in Bandung. The results show that the application of interactive multimedia using Kolb’s experiential learning model is effective in improving students’ cognitive abilities. On the other hand, it is found that combining abstract learning materials with interactive visuals and activities that involve students’ participation could create exceptionally positive feedback from students. © 2021, Springer Nature Switzerland AG.

关键词： Students

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User experience evaluation of e-report application using cognitive walkthrough (cw), heuristic evaluation (he) and user experience questionnaire (ueq) 2

User experience evaluation of e-report application using cog...

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2nd International Conference on Vocational Education and Technology, IConVET 2019

作者： Dewi, P.W.S. Dantes, G.R. Indrawan, G. Computer Science Program Study Ganesha University of Education SingarajaID United States

E-Report is developed based on the web to make it easier in preparing students' assessment reports in the form of rating reports, competency achievement reports, and ledgers. Even, many high schools/vocational schools in Bali have not implemented the E-Report. Implementation of cognitive walkthrough techniques, heuristic evaluation, and users' experience questionnaire in this research aimed to find out the results of evaluating user experience from the aspects of effectiveness, efficiency, user satisfaction, and recommendations for improvement. Effectiveness and efficiency were calculated by Cognitive Walkthrough techniques (CW), user satisfaction by user experience questionnaire techniques (UEQ) and recommendations for improvement, obtained from experts who discuss aspects of usability with Heuristic Evaluation techniques and Cognitive Walkthrough data. Based on the results obtained in terms of users, E-Report has been ineffective and inefficient. While in terms of user satisfaction, respondents were satisfied with Applications E-Report. This is because the effectiveness of a task that has a very large error and failure in one of the features as well as the clarity of results that poor user satisfaction can affect processing time. Therefore, evaluation of user experience based on aspects of usability in the E-Report has not met the criteria for products with good usability. Improvements made on the start page, page values, page value results were done through a photo frame. Therefore, identifying the problems from these three sources can further optimize the usability and improve user experience on E-Report. © 2020 IOP Publishing Ltd. All rights reserved.

关键词： Surveys

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Analysis of digital identity transactions with Ethereum blockchain ethereum in a case study of credit applications in banking 2

Analysis of digital identity transactions with Ethereum bloc...

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2nd International Conference on Vocational Education and Technology, IConVET 2019

作者： Wardhana, I.P.S.P. Dantes, G.R. Aryanto, K.Y.E. Computer Science Program Study Ganesha University of Education SingarajaID United States

The falsification and embezzlement of personal data are still found in several cases in the past year. The reason is personal data in physical form are easily manipulated and difficult to be distinguished from the original. The most detrimental impact is if a person's personal data is used for credit application fraud in the banking industry. Implementation of blockchain technologies, one of which is Ethereum, allows the use of contracts as a rule that must be fulfilled by the parties involved. All stored transactions are perpetual (cannot be deleted or changed), easy to be audited, transparent, and distributed at each participating node. This study aimed to develop a smart contract for personal data transactions with a case study of credit submission at the Bank. The authors developed a trial application using the prototype method in the process of assessment. Assessment was done by black box testing method in the scope of the lab with 10 credit submission data to be transacted. It is resulting in all credit submission data can be transacted and stored in the smart contract. The interview resulted in an opinion that blockchain technology can be used to store personal data and submit credit submissions at the Bank. The results of the analysis on assessments and interviews conclude that blockchain technology can be used as a medium to store personal data and secure credit applications. For future research, testing transactions can be done on Testnet networks with changing several blocks of data. © 2020 IOP Publishing Ltd. All rights reserved.

关键词： Blockchain

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The Use of Augmented Reality, Virtual Reality, and Mixed Reality in Communication Children’s with ASD: Systematic Literature Review 8th

The Use of Augmented Reality, Virtual Reality, and Mixed Rea...

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8th International Visual Informatics Conference, IVIC 2023

作者： Khoirunnisa, Azizah Nurul Munir Dewi, Laksmi Rasim Azizah, Nissa Nur Alivia, Zsalzsa Puspa Curriculum Development Study Program Indonesia University of Education Bandung Indonesia Computer Science Education Study Program Indonesia University of Education Bandung Indonesia

ISBN: (纸本)9789819973385

Autism spectrum disorder (ASD) is a neurobiological developmental disorder that affects communication and social interaction. Autistic children often have difficulty communicating effectively, both verbally and nonverbally. Good verbal and nonverbal communication skills help children with autism participate in social interactions. In this paper, we present a systematic literature review focused on analyzing AR/VR/Mixed reality technologies used to improve communication skills in children with ASD based on research published over the last ten years and available in relevant scientific databases. We reviewed 22 studies showing target area communication, how AR/VR/Mixed reality is used in the context of communication skills in ASD children, user experience and accessibility, technology limitations, and findings. This systematic review of the literature shows that the majority of the communication areas targeted are verbal and nonverbal simultaneously. Overall, the use of AR/VR/Mixed reality can be an alternative to improve children’s communication. Technologies that can facilitate the different abilities and emotions of children with ASD are considered in developing AR/VR/Mixed reality in the future. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Augmented reality

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