Bitcoin price prediction involves analyzing a variety of factors, including market sentiment, trading volume, economic news, technological developments, and other factors that affect supply and demand. Both technical and fundamental analysis methods can be used to try to predict Bitcoin price movements. In this Bitcoin price prediction using a Deep Learning approach with the chosen method is LSTM. The LSTM (Long Short-Term Memory) method is a popular type of Recurrent Neural Network (RNN) model for predicting the price of Bitcoin and other financial assets. LSTM can solve the problem of price movements that have long-term dependencies, which traditional RNN models cannot handle well. LSTMs have the ability to "remember" information from longer periods of time, thereby recognizing complex patterns and trends in historical data. In this study the prediction period used a dataset from March 1 2016 to November 24 2018. This study used an epoch parameter of 10 with a learning rate of 0.001. In addition, the batch size parameter used is 25 with layers only. The evaluation results of this study resulted in an RMSE of 77.74 and an MAE of 278.33. This shows that the RMSE value is small because the Bitcoin price range is too far.
A web3 crowdfunding dapp is a decentralized application built on blockchain technology that allows individuals or groups to raise funds for a project or venture.Unlike traditional crowdfunding platforms, web3 crowdfunding dapps operate on a decentralized network, where transactions are verified and recorded through a consensus mechanism, ensuring transparency and security.Web3 crowdfunding dapps leverage the power of smart contracts, which are selfexecuting programs that enforce the rules and conditions of the crowdfunding campaign.Smart contracts eliminate the need for intermediaries, reducing costs and increasing efficiency.Participants in a web3 crowdfunding campaign can contribute to the project using cryptocurrencies or tokens, and receive rewards or tokens in return.These rewards can be customized based on the level of contribution, creating a more personalized and engaging experience for participants.Overall, web3 crowdfunding dapps offer a more democratic and accessible way for individuals and groups to raise funds, while also providing greater transparency, security, and efficiency.
Nur Syaedah Kamis, Norazlina Abd Wahab, Mohammad Azam Hussain
The positive acceptance of cryptocurrency by the public indicates their interest and enthusiasm for cryptocurrency. Nevertheless, theregulatory overlay related to cryptocurrency is still at its infancy level, posing challenges to its estate administration upon the death ofthe owner of a cryptocurrency, which will lead to its disappearance and loss as it becomes impossible to be inherited. Hence, in light ofthis undesirable possibility, this paper aims to analyze the legal and Shariah issues on the estate administration of cryptocurrency from the perspectives of Malaysian laws and Shariah. This paper examined doctrinal research by examining relevant legal provisions, Shariah rulings, fatwa, cases, and non-legal literature on estate administration. This paper concludes that there is a lacuna in the estate administration of cryptocurrency as its regulatory framework is still new and evolving. Therefore, the legal and Shariah issues highlighted in this paper may provide some important policy implications for regulators and policymakers to fulfil the lacuna in the estate administration of cryptocurrency in Malaysia.
Smart agriculture is quickly becoming into a big financial sector with broad global implications.The main forces behind this technical, ecological, and economical movement are the demand for greater food quality, real-time weather and soil condition monitoring, and these.In order to produce not just better agricultural goods, This study explores the exciting notion of fusing IoT, smart contract, and smart agricultural technology, but also enhancing the agriculture logistics and related supply chain, resulting in several advantages for all parties concerned.On the basis of numerical and optionally categorical data, This study explores the exciting notion of fusing IoT, smart contract, and smart agricultural technology.Additionally, Solidity provides an example implementation of one such measure, It is also demonstrated how to create smart contracts for the Ethereum Virtual Machine using a high-level language.Lastly, some digitalization of agricultural assets, A crucial step for smart contracts based on tangible objects is also covered
This study explores the concept of decentralization in the context of emerging technologies, specifically Blockchain and Web3. These technologies offer an alternative to traditional centralized models by promoting systems that are more open, secure, and transparent. The study employs a qualitative approach using case studies to understand the practical applications and impacts of decentralization across various industries. Key findings highlight the significant benefits of decentralization, such as enhanced security and transparency, user control over data, and operational efficiency through smart contracts. However, challenges such as scalability, regulatory compliance, and security concerns remain. The study concludes that while there are considerable challenges, the benefits of decentralization make it a promising area for continued exploration and development. With sustained research and technological advancement, broader adoption and deeper integration into everyday life can be achieved, leading to a more decentralized and inclusive digital future.
Bitcoin and Altcoin are digital currencies (cryptocurrencies) that use blockchain technology, a technology that can monitor, supervise, record, and record every transaction that occurs in digital currency. Bitcoin is decentralized, meaning it is spread everywhere, not centralized and cannot be regulated by authorities or other institutions. In making transactions, it is very necessary to recognize digital currencies such as identity, core business, projects being developed, volume of demand and supply, and other indicators. The need to find out information about coins/crypto tokens before trading, is a very helpful thing for traders because of concerns about coins/tokens that are indicated as scam or rugpull. Coinmarketcap.com and coingecko are data provider sites related to bitcoin and altcoins around the world, which can help find and analyze related information about tokens/cryptocoins to be traded, but do not guarantee accuracy, but can minimize the occurrence of greater losses. Digital currencies provide business opportunities and loopholes to be able to generate profit from every coin/token traded, but on the other hand these assets are risky for traders and investors due to their high volatility which makes market price movements difficult to predict (unpredictable). To be able to overcome this problem it is necessary to manage finances by taking 10% for trading from the main salary earned, dividing which assets are needed for trading and which are for daily / other living needs and self-control well, when is it time to trade, rest, and when to pause. That way it can save other assets when the other asset is experiencing a decline, so it doesn't disturb the main asset.
As the world is advancing into a more digitalized version of itself, people's needs and luxuries are evolving with it.People are gravitating towards online shopping rather than visiting shops physically.In e-commerce, most of the interactions between the buyer and seller occur through an online medium.So, it is essential to have a secure form of interaction between them.This project aims to make a secure interaction between the buyer and seller.The owner who owns the product and the buyer who sells the product both have the unique encrypted id, which will contain the whole transaction detail.The owner who owns the product that can add the product to the blockchain and the buyer who wants to buy has to use his/her encrypted buyer id which is shown on the website to buy the product.When the transaction has been performed using an Ethereum currency the transaction hash is generated which is secure (encrypted) such that if anyone tries to decrypt it is not possible.This project involves the use of smart contracts where it refreshes the encrypted ids on the last transaction and no second transaction id from the same buyer is the same as the first transaction.
—In the second decade of the twenty-first century, blockchain is considered one of the most popular computer technologies. Blockchain is a zero-trust network, making it a potent tool for various services provided that people are ready to believe and invest in it. In the Ethereum world, the blockchain runs on smart contracts, self-executing applications that come at the cost of security. As technology is used increasingly, Election is facing new issues of trust and management. Therefore, E-voting systems are increasingly acceptable because they are more accurate, reliable, practical, and secure. This research purpose is to propose a decentralized elections application based on Ethereum; the application was developed using the Truffle development framework. The actions of the software were written into an Ethereum smart contract, which was then deployed on the Ethereum network. A web interface had been used to read the user's vote before it was broadcast to the Ethereum network through the web3.js API. The ganache was utilized as the Ethereum client. Metalmark was used as a wallet on a website, and the remix was used to deploy the smart contract on the main network, the results of implementing the proposed system show that the cost of each transaction is not stable, its increases with the increase the network load, and the throughput ends up at 14 transactions per second.
There are a huge number of centralized entities that have a stronghold on huge swathes of the sector of the world wide web, taking unilateral action to determine what is and is not permissible. This dilemma is resolved by Web3 which embraces decentralization and is being built, operated, and owned by its users. Web3 places power inside the hands of people rather than agencies. For lovers and customers, NFT (Non-Fungible Token) represents a brand-new era of digital collection. So, it is a new manner to support artists, athletes, and musicians without any third-party intermediaries. For creators, artists, and musicians, NFT is a new manner to share and monetize their work. There were a number of troubles and issues surrounding the sale of digital products because it was very easy to duplicate and claimed through others. Our aim is to provide a decentralized platform to users from which they can list or buy these NFTs from the seller and the transactions between the buyer and seller will not be overlooked by some central authorities.
शौनक साहू, प्रो. दिनेश कुमार तिवारी, Ankita Ankita, Brunda S P · 5 authors
Abstract: Electronic voting, or e-voting, has been used in various forms since the 1970s. B. Increase efficiency and reduce errors. However, wide adoption of such systems remains a challenge, especially in terms of improving resilience to potential failures. Blockchain is a disruptive technology of our time and promises to improve the overall resilience of electronic voting systems. The democratic system is fundamentally based on the right to vote that Allow individuals within the community to express their opinions. While voter turnout has declined in recent years, concerns about the integrity, security, and accessibility of the current voting system have increased. Electronic voting was introduced to address these concerns. However, it is not cost-effective and requires full oversight by a central authority. Blockchain is an emerging decentralized and decentralized technology that promises to improve many aspects of many industries. Extending e-voting to blockchain technology could be a solution to alleviating current concerns about e-voting. In this paper, I proposed a voting system that leverages the Ethereum blockchain and smart contracts to achieve voter management and verifiable voting records.
In today's technological world, a large number of different types of agreements are made and electronic data interchange (Electronic Data Interchange - EDI) is an information exchange communication technology and is an alternative to paper-based communication. While the contract is drawn up for the parties involved in the transaction, the information in the "fine print" is provided, the transaction is developed, the software and the confirmation of the transaction make the user partially accessible to the information that may be valuable or confidential to him. Actions carried out through the software can in some cases be potentially dangerous, these reasons can be: improper protection of information, the possibility of evading sanctions due to the interpretation and non-fulfillment of the agreement made by the parties. Electronic means of payment leave some electronic traces and may become available to the interested party. Most consumers do not know if their names are associated with their purchases in databases, and significant portions of these transactions may be subject to processing and, more importantly, making the information public. Therefore, great importance is attached to data security and anonymity. This approach is offered by the decentralized environment-blockchain technology and the smart-contract computer transaction protocol integrated into it. Smart contracts are the basis of the Decentralized Finance (DeFi) industry, and because they do not require the involvement of third parties, they become a very cheap, desirable, fast and flexible system. In the NFT industry, they are trying their best to implement smart contracts in projects. Parties can rely on tamper-proof technology that controls the actions of the smart contract code so that processes are carried out automatically; This is how the contract code is practically enforced. This form of practical enforcement is achieved when all necessary actions are fully implemented in a computer program or technological environment.
Twitter merupakan sosial media yang sedang hype di era sekarang ini, sebuah aplikasi seperti twitter pasti memiliki banyak data seperti simbol, kata kata , angka , kalimat dan lain sebagainya. Namun tidak mudah mengumpulkan sebuah data dengan cara yang sederhana maka dibutuhkan sebuah data mining yang bertujuan untuk mengumpulkan dan mengolah data agar dapat dengan mudah mengekstrak informasi data tertentu. Proses Data mining ini menggunakan metode Naive Bayes Classifier untuk menghasilkan tingkat akurasi dari metode tersebut untuk data twitter tentang NFT(Non Fungible Token).
Blockchain is a shared decentralized database. Distributed among a network of nodes, the term distributed ledger technology (DLT) is also used to describe a system in which transactions are recorded from multiple places at the same time (on different nodes in the network) without a central data store. Blockchain is an advanced product that stores data securely and reliably on the network, and several researchers in the field of blockchain, have expanded the capabilities and capabilities of the Bitcoin blockchain technology with the spread of the Ethereum blockchain platform, which added the capabilities of smart contracts to Bitcoin, smart contracts are Self-executing agreements are tokenized within the blockchain in the same way that users exchange bitcoins. Contracts are "smart" because they can carry out obligations without the intervention of a third party. In this research, we address the governance of the blockchain by defining the term governance, its use and types.
In the development of the Industrial revolution 4.0 to improve and modify the world's industry by integrating production lines, and extraordinary results in the field of technology and information marked its emergence. It can be used to enhance document security systems using Blockchain technology. Blockchain Innovation Authentication has attracted great attention in the world of science and capital markets. The persistent problems of the many available digital currencies and the various tricks of early coin offerings also welcome the well-known discussion of emerging innovations in the field of education. The importance of this paper follows the improvement of the blockchain framework to reveal the importance of decentralized applications (dApps) and blockchain on the future value in education. This study uses a descriptive method, which is a research method used to describe problems that occur in the present or ongoing, aiming to describe what happened as it should when the research was conducted. the novelty of cutting-edge dApps and talk about the title of blockchain progress to meet the positive attributes of future dApps. Readers will come to the conclusion of dApp research and know the continuous improvement in blockchain .
Indri Tri Julianto, Dede Kurniadi, Muhammad Rikza Nashrulloh, Asri Mulyani
Cryptocurrency trends, especially Bitcoin, have gained a place in a group of people and there are even countries that already use Bitcoin as a legal transaction tool. The dynamics that occur in this Bitcoin trend make many new users. This lack of understanding of the technology can cast doubt on those who want to get started, so it is necessary to conduct sentiment analysis to increase knowledge of what Bitcoin is and how it works. This study aims to conduct a Sentiment Analysis regarding Bitcoin through Twitter social media, so that their opinion on this technology will be known. The method used is by using Tweet data that has been downloaded on the www.data.world.com website. The data is the result of using the Crawling technique, then sentiment analysis is carried out to classify a tweet into Neutral, Positive, or Negative. The results showed that from the 1998 dataset, 46.69% were classified as Neutral, then Positive, 43.54%, and 9.75% Negative.

 
 
 Many employees still have difficulty entering data and searching for appropriate data. Employees still input data manually, and it takes a long time. The existence of a soil observation application in the field of PT. Anugrah Sumber Makmur Minamas Research Center was created with the aim of assisting employees in entering data and searching for data quickly and accurately. This application is made using the PHP programming language and MySQL as the database. The system development method in making this application uses the design sprint method. Based on tests conducted on users, this application functionally runs as expected, and the success rate is 92%
 
 
Bitcoin merupakan salah satu aset kripto yang biasa digunakan untuk bertransaksi secara virtual dan merupakan tiga teratas dari cryptocurrency yang paling banyak diperdagangkan. Harga bitcoin dapat berubah setiap waktu, untuk itu diperlukan suatu prediksi harga bitcoin dimasa mendatang. Penelitian ini bertujuan untuk menerapkan aplikasi orange data mining dalam memprediski harga bitcoin dengan metode K-Nearest Neighbor (K-NN) dan Support Vector Machine (SVM). Prediksi kinerja dari kedua metode yang digunakan dapat dilihat dari hasil Root Mean Square Error (RMSE) dan Mean Absolute Error (MAE). Data bitcoin yang telah dikumpulkan akan dianalisa menggunakan aplikasi orange data mining, proses pengujian menerapkan K-Fold Cross Validation (K=5), sedangkan proses perbandingan metode menggunakan Test and Score. Hasil perbandingan kedua model menunjukkan bahwa SVM karena memiliki nilai RMSE dan MAE paling kecil yaitu 0.010 dan 0.008, maka dari itu untuk prediksi harga bitcoin di masa mendatang model Support Vector Machine (SVM) dapat dijadikan rekomendasi terbaik dibandingkan model K-NN.
The study aims to determine the effect of awareness of business students towards cryptocurrencies and readiness of universities and colleges to accept cryptocurrencies as a medium of exchange considering the mediation of business students’ attitude. The research used partial least squares structural equation modeling (PLS-SEM) and deployed a questionnaire attuned to the awareness and attitudes of business students towards cryptocurrencies and readiness and compatibility of use to universities and colleges in Ilocos Norte. The output of the investigation revealed that awareness of business students are not correlated to readiness of universities and colleges which means that even though students understand cryptocurrencies, it is not an assurance that universities and colleges are ready to accept it as medium of exchange. The study proposes that trainings and seminars for business students and professionals should be conducted to expand understanding and acceptance of cryptocurrencies.
In the era of the digital revolution, the use of technology has made technology a major demand, coupled with the development of insight and techniques, technology in this era has been widely used in all scientific fields. In the field of monetary economics, there are payment instruments that can be used to transact both in the form of goods and services. However, nowadays it is difficult to obtain information as technology develops, the term digital transaction appears. Because many activities are carried out manually, such as searching for customer information, entering inventory items, and payment transactions, the required data display time becomes very long for users and in the process of recording reports including paper, notes, receipts, pens, filing cabinets, etc. . equipment when an error occurs during the input process, generally used simultaneously. Therefore, in this paper, the aim of this DLCS (Digital iLearning Chain Scheme) researcher to utilize Bitcoin technology can help overcome the current problem of how to use Bitcoin cryptocurrency technology in the education payment system in Indonesia. This can give birth to a Bitcoin-based scholarship system. This study uses the Blockchain method to build the system, and uses Google Forms to collect information through digital observations and questionnaires. Based on the characteristics of the system, the Slovin formula is used to analyze various aspects of system satisfaction, and the results of 0.840>0.6 are used for processing, which means if alpha>0.6 then the system can be classified as "reliable". The reliability test proved that the evaluation was based on the provided questionnaire.
Non-Fungible Token (NFT) adalah salah satu aset digital dalam jaringan blockchain yang terdapat kode identifikasi dan mendata unik serta beda satu sama lain (one of kind). Menurut informasi yang didapatkan masih ada target audience yang dituju belum mengetahui tentang simbol “Minangkabau” sebagai budaya Minangkabau ini, dan juga masih ada yang belum mengetahui tentang Non-Fungible Token (NFT) karena belum ada media visual informasi yang efektif dan efisien. Selain itu dilihat dari segi potensi atau peluang yang ada Desain Karakter 2 Dimensi “Kerbau” sebagai simbol Minangkabau dalam penerapan NFT ini mendukung mulai dari trend dan Fenomena NFT yang sudah terjadi belakangan ini, tinggal bagaimana memanfaatkan peluang dari NFT itu sendiri untuk dijadikan sebagai media yang informatif yang efektif dan efisien. Tujuan perancangan ini adalah berupa rancangan Desain Karakter 2 Dimensi “Kerbau” sebagai simbol budaya Minangkabau dalam penerapan NFT dan juga media pendukung lainnya untuk memberikan informasi secara langsung dengan tampilan yang komunikatif, efektif, efisien, juga disampaikan dengan menggunakan Bahasa yang verbal dan visual kepada publik. Metode pengumpulan data pada perancangan ini adalah Observasi, dokumentasi, dan studi dokumentasi. Sedangkan metode perancangan yang akan digunakan yaitu adalah metode ADDIE dengan metode analisis data yaitu 5W+1H (What, When, Who, dan How). Media Utama pada perancangan ini yaitu Desain Karakter 2 Dimensi “Kerbau” sebagai simbol budaya Minangkabau dalam penerapan NFT. Media pendukung yang digunakan adalah X-banner, Baju Kaos, Digital Printing, Mug, Totebag, dan Sticker.
Abstract: To create a lottery based smart contract on ethereum blockchain for increasing transparency and reduce frauds in the lottery industry. Once the contract has been deployed by the administrator, there will be a minimum contribution amount for players to register in the game and a price pool will be maintained by the smart contract. The winning process will be structured in a way such that only the administrator's wallet will be authorized to initiate the process to randomly pick an address and the smart contract will by definition transfer the prize to the winner. The contract once deployed on blockchain cannot be changed by the administrator to maintain transparency and fairness. Keywords: Smart contract, lottery system, application of ethereum, blockchain technology.
Gautam Gajra, Omkar Ghadge, Yash Gandhi, Prof. Devita Durge
Abstract: Developing a protected electronic voting system that gives the decency and security of a current voting system, while providing the accuracy and flexibility offered by electronic systems, has been a test for quite a while. Use of blockchain as an assist to actualize disseminated digital balloting structures is accessed. At the present, neither civilians nor elected leaders have favoured conventional ballots. Elections are surrounded via way of means of vote falsification, bribery and different vote casting problems paper and polling shape balloting a ballot system, the checking of vote's takes hours and the number of the time days and hardly ever any activities reduce to rubble the effects through distinctive feature of human or machine. There needs to be an awesome function of current technology to improve the prevailing system. Blunder, which brings about the process taking much more. Blockchain innovation offers a fact in which that character flaw is eliminated from the situation and votes are checked proper away. Blockchain generation is the only one that handles the real vote. We use the stable hash set of rules for resolving this trouble and attempted to convey an answer via using this booming generation. The system based on blockchain will be safe, trustworthy, and private. It will help to realize the general remember of the applicants who participated and its capabilities inside the equal manner as people's religion of their governments does. The citizens and political selection executives can get sizable benefits from the voting poll programming application. And yet, e-vote casting a poll gives large risks to political race safety and honesty and modifications the concept of political selection straightforwardness and investigation. E-Voting has a Relatively bit of freedom; at the cease of the day, Relative Advantage is degree while an improvement is regarded as advanced to the past one; Since, e-Voting is advanced to the guide vote casting system. Keywords: Blockchain, E-voting, Security, Smart Contracts, Immutable
<p>Sertifikat merupakan sebuah bentuk penghargaan yang didapat seseorang setelah menyelesaikan suatu uji kompetensi atau pembelajaran tertentu. Sertifikat harus dibuat dan disimpan dengan metode dan keamanan yang baik untuk mencegah terjadinya perubahan isi atau bahkan pemalsuan. Teknologi blockchain merupakan teknologi yang memungkinkan proses penyimpanan yang aman dengan ongkos yang rendah. Keamanan terjamin karena semua orang bisa mengambil bagian untuk menyimpan data dengan ledger yang terdistribusi. Berdasarkan hasil penelitian dan perancangan sistem yang dibuat dapat disimpulkan bahwa proses pembuatan teknologi blockchain sebagai media penerbitan sertifikat dan validasinya dapat dibuat menggunakan program milik Ethereum yaitu Geth dan penyimpanan data menggunakan smart contract yang diterbitkan pada jaringan blockchain. Hasil dari pengujian reliabilitas terhadap sistem menunjukkan bahwa bahwa sistem berhasil memproses 200 transaksi dalam waktu kurang lebih 8 detik. Untuk pengujian skalabilitas didapatkan estimasi 10 juta blok membutuhkan kapasitas penyimpanan sebesar 22,6 GB untuk menjadi node atau miner pada jaringan blockchain ini.</p><p> </p><p><em><strong>Abstract</strong></em></p><p class="Abstract"><em>A certificate is a form of appreciation that a person receives after completing a certain competency or learning test. Certificates must be created and stored with good methods and security to prevent changes in content or even forgery. Blockchain technology is technology that allows secure storage processes at a low cost. Security is guaranteed because everyone can take part in storing data with a distributed ledger. Based on the results of research and design of the system, it can be concluded that the process of making blockchain technology as a media for issuing certificates and validation can be made using Ethereum's proprietary program Geth and data storage using smart contracts issued on the blockchain network. The results of the reliability testing of the system indicate that the system successfully processed 200 transactions in approximately 8 seconds. For scalability testing, it is estimated that 10 million blocks require a storage capacity of 22.6 GB to become a node or miner on this blockchain network.</em></p><p><em><strong><br /></strong></em></p>
The era of rapid disruption was accompanied by increased crime in data falsification and interception. The philosophy of Blockchain technology is related to its ontology; it can be characterized, applied, and realized by how it works in the world of education. Blockchain technology is used to verify the authenticity of academic degrees and certificates. Systems that use digital signature schemes and implementation timestamps in the development of blockchain technology use blockchain software. The impact of falsifying educational documents results in workers not being qualified for a particular position. The main interest of this service is to balance between graduates and employers by minimizing crime and falsifying educational documents. The method used in this research is a literature study from previous studies. As a result of maximizing the potential of blockchain technology, fees can also lead to checking the authenticity of certificates through trusted sources. The application and utilization of blockchain in the academy certificate fraud detection system can be a means of offering problems that exist from a global perspective and other stakeholders.