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8th IEEE International Conference on Computing, Engineering and Design, ICCED 2022

作者： Indrianti, Yasinta Sasmoko Bin Ramly, Mohd Khairuddin Purnomo, Fredy Universitas Agung Podomoro Entrepreneurship Department Jakarta11470 Indonesia BINUS Business School Undergraduate Program Management Department Jakarta11480 Indonesia Bina Nusantara University Faculty of Humanities Primary Teacher Education Department Jakarta11480 Indonesia Universiti Teknologi Malaysia Business Administration Department Johor Bahru Malaysia Bina Nusantara University Computer Science Department Jakarta11480 Indonesia

ISBN: (纸本)9781665453899

Entrepreneurship has proven to be one of the important factors that can increase economic capacity in every country, especially in ASEAN countries. Therefore, a special study is needed in accordance with various indicators of entrepreneurial success in the context of ASEAN countries. This study resulted in an instrument in the form of ASEAN Entrepreneurship Profiling which was developed through technology-based applications. Through this application, the instrument was developed to make it easier for entrepreneurs to fill out a profile so that it automatically becomes part of a self-assessment to produce a profile of the entrepreneurial condition experienced. The development of this application is based on the system architecture and system dataset as an important step in application development. The architectural system in the application is carried out in a planned manner so that the website developed does not only function technically but also has aesthetic value. While the data set in this application is needed because of the incoming respondent data, a database is needed to be a source of data that can be processed based on the entrepreneur's personal profile, based on region and based on country of origin. Processing data individually or in combination as a single unit requires the right data structure. Therefore, this study aims to develop the system architecture and application dataset of ASEAN Entrepreneurship Profiling. The research method used is a combination of survey methods and prototype methods to be able to present architectural systems and datasets that are both appropriate and attractive. The survey was conducted to calibrate the instrument to be used. The result of the research is that the instrument produces 16 valid items which are used as the basis for system development and an overview of the system architecture and dataset of the ASEAN Entrepreneurship Profiling application. © 2022 IEEE.

关键词： Websites

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Crack Catcher AI — Enabling Smart Fracture Mechanics Approach for Damage Control in Thin Silicon Wafers for 3D Semiconductor Integrated Devices/Packages

Crack Catcher AI — Enabling Smart Fracture Mechanics Approa...

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Annual International Symposium on Reliability Physics

作者： Gabriel Preston Greer Gonzolez Andrea S. Karnyoto Fitya S. Mozar Matthew M. Henry Mahmud Isnan Kuncahyo S. Nugroho Henry Candra Muhamad Doris Dianing N. N. Putri Tyas K Sari Bens Pardamean Endang Djuana Derrric Speaks Arief S. Budiman Oregon Renewable Energy Center (OREC) Oregon Institute of Technology (Oregon Tech) Klamath Falls OR USA Dept. of Manufacturing & Mechanical Eng. & Tech. (MMET) Oregon Institute of Technology Klamath Falls OR USA Bioinformatics & Data Science Research Center (BDSRC) Bina Nusantara University Jakarta Indonesia Computer Sci. Dept. BINUS Grad. Program - Master of Computer Sci. Bina Nusantara University Jakarta Indonesia Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia Center for Artificial Intelligence and Advanced Technology (CAPTIVATE) Universitas TRISAKTI Jakarta Indonesia Department of Electrical Engineering Faculty of Industrial Technology Universitas TRISAKTI Jakarta Indonesia Industrial Eng. Dept. BINUS Grad. Program – Master of Industrial Eng. Bina Nusantara University Jakarta Indonesia

ISBN: (数字)9798331504779

ISBN: (纸本)9798331504786

The importance of silicon cannot be undermined - in photovoltaics (PV) as well as in semiconductor industries. However, silicon is very brittle. Silicon cells/wafers crack easily during manufacturing assembly and/or during device operations. Crack Catcher AI uses novel smart fracture mechanics approach with Artificial Intelligence (AI) methodologies to predict and control crack/damage evolution in thin silicon cells/wafers. This is critical as semiconductor 3D integration technology calls for wafer-to-wafer bonding with utmost alignment accuracy and yield/reliability.

关键词： Semiconductor device measurement Three-dimensional displays Accuracy Semiconductor device reliability Silicon Artificial intelligence Bonding Stress Three-dimensional integrated circuits Stress measurement

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Discoffery: a Coffee Types Detection Apps using an EfficienNet-Lite Architecture 22

Discoffery: a Coffee Types Detection Apps using an EfficienN...

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Proceedings of the 7th International Conference on Sustainable Information Engineering and Technology

作者： Satrio Arif Budiman Andi Pramono Bayu Priyambadha Annisa Maharani Arya Putri Agung Purnomo Ilham Setyo Nugroho Information System Computer Science Faculty University of Brawijaya Indonesia Interior Design Department School of Design Bina Nusantara University Indonesia Department of Informatics Computer Science Faculty University of Miyazaki Japan & Brawijaya University Indonesia Department of Mathematics Faculty of Mathematics and Natural Sciences Brawijaya University Indonesia Entrepreneurship Department BINUS Business School Undergraduate Program Bina Nusantara University Indonesia

ISBN: (纸本)9781450397117

According to data from the World Food and Agriculture Organization (FAO), Indonesia produced the fourth-most coffee in the world in 2017 and 2018. Gayo, Robusta Dampit, and Toraja coffees are only a few well-known coffee varieties Indonesian growers produce. This research aims to create an app that can identify the type of coffee and serve as a coffee-related educational tool. A single case study was the research methodology used. By employing the EfficienNet-Lite architecture for transfer learning, a model for categorizing coffee beans is created. Users can get information through the photographs they submit with the help of the type of application development that uses deep learning to do categorization based on image data of coffee bean types. The coffee bean classification feature was built using transfer learning with the EfficientNet architecture. A training accuracy of 87% and a validation accuracy of 81% were achieved using the EfficientNet-Lite 0 architecture.

关键词： Smartphone EfficienNet-Lite Transfer Learning Coffee Beans Classification Deep Learning

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Gaussian Mixture Model Implementation for Population Stratification Estimation from Genomics Data

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Procedia computer science 2021年 179卷 202-210页

作者： Arif Budiarto Bharuno Mahesworo Alam Ahmad Hidayat Ika Nurlaila Bens Pardamean Computer Science Department School of Computer Science Bina Nusantara University Jakarta Indonesia 11480 Bioinformatics and Data Science Research Center Bina Nusantara University Jakarta Indonesia 11480 Information Systems Department BINUS Online Learning Bina Nusantara University Jakarta Indonesia 11480 Computer Science Department BINUS Graduate Program - Master of Computer Science Bina Nusantara University Jakarta Indonesia 11480

Genomics study, as opposed to socio-anthropology, has been demonstrated as an excellent tool to picture biological relatedness and disease risk factors. To analyze the data obtained from the study, Genome-wide Association Study (GWAS) has been more than decades known as the mainstay approach., is the most popular approach in analysing genomics data. The confounding variables selection, being that ancestry estimation or population stratification, is substantial to maintain the quality of GWAS. Researchers have developed various methods in extracting the population stratification information from high dimensional genomics data, especially Single Nucleotide Polymorphisms (SNPs) data. In the present study, we proposed an implementation of Principal Component Analysis (PCA)-complemented Gaussian Mixture Model (GMM) as an unsupervised model to estimate population stratification from samples. The results derived from this approach was further compared to that resulted from K-means and from the commonly used ancestry estimation software, fast STRUCTURE. We figured out that our recent improved approach outperformed the two later mentioned as shown by the average cluster and population scores. Furthermore, it was able to generate the probability distribution of each sample across all population, despite its limited quality. These intriguing results worth further investigations with much more comprehensive population coverage and more advanced algorithm.

关键词： Population Stratification Ancestry Estimation Gaussian Mixture Model Genomics SNPs

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CFPChain: An Optimization of Research Funding Selection System Employing A Consortium Blockchain Based Approach 10

CFPChain: An Optimization of Research Funding Selection Syst...

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10th International Conference on computer, Control, Informatics and its Applications, IC3INA 2023

作者： Ramdhani, Taufik Iqbal Basuki, Akbari Indra Susanto, Heru Umbara, Raditya Panji Arifin, Samsul Faiza, Ninon Nurul Research Center for Artificial Intelligence and Cyber Security National Research and Innovation Agency Bandung Indonesia Research Center for Geological Disaster National Research and Innovation Agency Tangerang Selatan Indonesia Statistics Department School of Computer Science Bina Nusantara University Jakarta Indonesia Data and Information Center National Research and Innovation Agency Jakarta Indonesia Faculty Computer Science Institut Teknologi Tangerang Selatan Indonesia Department of Informatics Faculty of Science Nad Technology Universitas Al Azhar Indonesia Jakarta Indonesia Department of Informatics Universitas Bunda Mulia Tangerang Selatan Indonesia

ISBN: (纸本)9798350394870

This paper addresses the challenges in the current centralized research funding selection system and proposes a solution using permissioned blockchain technology. The existing system suffers from drawbacks such as concealed data modification and lack of interoperability. The Blockchain approach, based on the principles of Bitcoin technology, offers high security, auditability, traceability, and integrity. By utilizing interconnected blocks and cryptography, the proposed system ensures the authenticity and consistency of data over time. The chosen blockchain platform, Hyperledger Fabric, provides crash-fault-tolerance consensus and private communication options for enhanced security and efficiency. The objective of this study is to develop a consortium blockchain-based research funding platform that enables collaboration among researchers from public agencies, universities, and companies, with funding provided by financial organizations. The proposed architecture model ensures tamper-proof data, accountability, and interoperability, benefiting researchers, reviewers, auditors, funders, and companies. © 2023 IEEE.

关键词： Smart contract

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Nyctophy: Development of virtual reality and smartwatch integrated serious game for nyctophobia therapy

Software Impacts

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Software Impacts 2025年 25卷

作者： Dimas Ramdhan Elshad Ryan Ardiyanto Patrick Alexander Edyth Novian Putra David Computer Science Department School of Computer Science Bina Nusantara University Jakarta 11480 Indonesia Game Application & Technology Program Computer Science Department School of Computer Science Bina Nusantara University Jakarta 11480 Indonesia

Nyctophy is a serious game combining virtual reality (VR) and smartwatch integration for nyctophobia (fear of darkness) therapy. The paper thoroughly explores its development framework, simulating dark environments with real-time heart rate monitoring and adaptive flashlight mechanics. Built in Unity Engine, Nyctophy supports VR (Meta Quest 2) and keyboard–mouse interfaces. Performance tests achieved 71.9 FPS (”good” quality) across four devices. Tests with 34 participants revealed longer VR completion times (8:12 min) versus keyboard–mouse (3:54), highlighting immersive impact. Nyctophy demonstrates potential as a safe, innovative tool for diagnosing and treating nyctophobia, leveraging serious games to enhance accessibility and therapeutic outcomes.

关键词： Virtual reality Nyctophobia Heart rate Smartwatch Serious game

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Interaction Design of Mathematics Learning Applications for Elementary school Students 3

Interaction Design of Mathematics Learning Applications for ...

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3rd International Symposium on Material and Electrical Engineering Conference, ISMEE 2021

作者： Murad, Dina Fitria Dwi Wijanarko, Bambang Leandros, Riyan Akrama Ramadhan, Fawwaz Ihsan Ade Putra Siregar, Yudhi Bina Nusantara University Binus Online Learning Information Systems Department Jakarta Indonesia Nusantara University Binus Online Learning Bina Computer Science Department Jakarta Indonesia

ISBN: (纸本)9781665423625

Mathematics learning applications today are certainly very widely found, and we can easily download them from the app store or play store. Starting from the elementary, middle, and high school levels. Some of the current mathematics learning applications that we encounter only focus on their content, so the application's appearance is ignored. There are too many choices for the interface in the mathematics learning application before starting mathematics learning. This makes it difficult for users, mainly grade 6 elementary school students, when interact with the application. This research aims to develop an Android-based mathematics learning application for 6th-grade elementary school children with a User-Centered Design (UCD) approach. The ability to help 6th graders of the elementary school in learning mathematics independently will improve children's motor and cognitive skills. © 2021 IEEE.

关键词： User centered design

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Extended E-Learning Model to Support Home schooling with Collaboration Between Teacher, Parents and Student

Extended E-Learning Model to Support Home Schooling with Col...

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International Conference of computer science and Information Technology

作者： Inayatulloh Harjanto Prabowo Harco Leslie Hendric Spits Warnars Togar Alam Napitupulu Khairil Holly Deviarti Information Systems Department School of Information system Bina Nusantara University Jakarta Indonesia Computer Science Department Program Doctor of Computer Science Bina Nusantara University Jakarta West Jakarta Indonesia Fakultas Ilmu Komputer Universitas Dehasen Bengkulu Indonesia Accounting Department School of Accounting Bina Nusantara University Jakarta Indonesia

ISBN: (纸本)9798350399080

Homeschooling is a family and environmental/informal education path. Homeschooling is the practice of instructing one's children in one's own home rather than sending them to a school or other institution that follows a more conventional model of teaching and learning in a group setting. Problems for children who follow homeschooling are related to child psychology and boring learning methods. collaborative learning is a learning concept by involving several parties to increase the effectiveness and efficiency of learning. By involving many parties who have different competencies, they can solve homeschooling children's problems. On the other hand, e-learning with the Learning Management System can manage the learning process, teaching materials and collaborative processes in homeschooling in a more systematic and structured manner. With some of the phenomena above, this research aims to increase the effectiveness and efficiency of the homeschooling learning process by integrating the concept of collaborative learning and the Learning Management System. The research method uses a qualitative approach through observation to identify problems related to the learning process with homeschooling. Observations and literature reviews were also carried out to find alternative solutions with an information technology approach

关键词： Learning management systems Electronic learning Federated learning Education Collaboration Psychology Real-time systems

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Design a website to measure ASEAN entrepreneurship profiling 2

Design a website to measure ASEAN entrepreneurship profiling

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2nd International Conference on Biospheric Harmony Advanced Research, ICOBAR 2020

作者： Sasmoko Saroso, H. Hartono, H. Purnomo, F. Indrianti, Y. Bin Ramly, M.K. Artha, N. Primary Teacher Education Department Faculty of Humanities Bina Nusantara University Jakarta11480 Indonesia Management Department BINUS Business School Undergraduate Program Bina Nusantara University Jakarta11480 Indonesia Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia Entrepreneurship Department Podomoro University Jakarta11470 Indonesia Business Administration Department Universiti Teknologi Malaysia Malaysia Research Interest Group in Educational Technology Bina Nusantara University Jakarta11480 Indonesia

ASEAN Entrepreneurship Profiling is one of the initial efforts to bring together profiles among ASEAN countries and to find the most powerful determining factor for entrepreneurs in ASEAN, developed using the Neuroresearch and Waterfall Model research methods. This research aims to identify the design of ASEAN Entrepreneurship Profiling website design to collect data online by using Neuroresearch and Waterfall Model research methods. The result shows that this profiling is expected to be able to contribute to novice entrepreneurs to explore gaps, take advantage of opportunities, prepare for their capacity, and build their potential. It is also easier for business actors when visiting the website as it displays self-profiling and recommendations for themselves. © Published under licence by IOP Publishing Ltd.

关键词： Web Design

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Android-based member card "digiCard" storage application 3

Android-based member card "digiCard" storage application

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3rd International Conference on Eco Engineering Development, ICEED 2019

作者： Agusrianto, K. Chandra, T. Wijono, A.T. Sari, A.C. Computer Science Department School of Computer Science Bina Nusantara University Jakarta11480 Indonesia

The purpose of this research is to develop mobile application that can store cards to digital form base on Android, that being used by user which have member card as a media to getting rid from the card being damaged or stolen. In the making of this application, literature review and questionaire are being used as data colletion methodology and extreme programming is being used as research methodology. The goals in making this application is the application can store a physical card into digital form, scan barcode from member card, show realtime promo, online registration, and showing nearest retail location using Android Studio with Java programming language. The conclusion of this research is, this application can help the user as media to avoid careless user in using the card in physical form. © 2020 Published under licence by IOP Publishing Ltd.

关键词： Android (operating system)

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