Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

INDONESIAN ANALYSIS SENTIMENT ON NON FUNGIBLE TOKEN (NFT)

View through CrossRef
NFT or Non-Fungible Token is a unique token attached to a digital asset that is connected to the blockchain system. Various assets, digital art, music, tweeters, memes, sold as NFT, NFT has been widely discussed on various social media, one of which is Youtube. NFT has become a new trend for the Indonesian people, based on the fact that someone who sells  selfie photos at the Open Sea is viral because people think it is a trivial thing but why do they produce it, but people actually accept the trend as a mistake, they intentionally upload their identity on the platform. This Open Sea, this happened because there was little information related to NFT and the public did not really understand that NFT could be a bridge for criminals. But in this case, many people as artists have been greatly helped in the marketing of their art. And even when the stock market is down, NFT remains one of the digital assets that attracts the attention of the world community, therefore this study was made to analyze the public's response with sentiment analysis, data obtained from Youtube content comments and then classified into Positive, negative, and neutral classes with TF IDF for the process of word weighting and classification using the Naí¯ve Bayes Classifier algorithm. The test is carried out by calculating accuracy, precision, recall and F1-score, using a variety of training data and test data. And the accuracy results are 64%, for positive prediction class precision is 63%, neutral class precision is 83%, while for negative prediction is 0% and recall obtained from positive is 99%, neutral recall is 0.7% while negative is 0%. These results are the data obtained on Youtube comment
Title: INDONESIAN ANALYSIS SENTIMENT ON NON FUNGIBLE TOKEN (NFT)
Description:
NFT or Non-Fungible Token is a unique token attached to a digital asset that is connected to the blockchain system.
Various assets, digital art, music, tweeters, memes, sold as NFT, NFT has been widely discussed on various social media, one of which is Youtube.
NFT has become a new trend for the Indonesian people, based on the fact that someone who sells  selfie photos at the Open Sea is viral because people think it is a trivial thing but why do they produce it, but people actually accept the trend as a mistake, they intentionally upload their identity on the platform.
This Open Sea, this happened because there was little information related to NFT and the public did not really understand that NFT could be a bridge for criminals.
But in this case, many people as artists have been greatly helped in the marketing of their art.
And even when the stock market is down, NFT remains one of the digital assets that attracts the attention of the world community, therefore this study was made to analyze the public's response with sentiment analysis, data obtained from Youtube content comments and then classified into Positive, negative, and neutral classes with TF IDF for the process of word weighting and classification using the Naí¯ve Bayes Classifier algorithm.
The test is carried out by calculating accuracy, precision, recall and F1-score, using a variety of training data and test data.
And the accuracy results are 64%, for positive prediction class precision is 63%, neutral class precision is 83%, while for negative prediction is 0% and recall obtained from positive is 99%, neutral recall is 0.
7% while negative is 0%.
These results are the data obtained on Youtube comment.

Related Results

Akibat Kekosongan Hukum Terhadap Non-Fungible Token Sebagai Pelanggaran Hak Kekayaan Intelektual
Akibat Kekosongan Hukum Terhadap Non-Fungible Token Sebagai Pelanggaran Hak Kekayaan Intelektual
This study aims to analyze the impact of a legal vacuum on digital art in NFT  (Non-Fungible Token)  as a violation of intellectual property rights and find out how the current re...
NFT Technology in South Korea: History and Trends
NFT Technology in South Korea: History and Trends
In 2017, the technology of unique cryptographic tokens NFT (Non-Fungible Token) was created to help artists to monetize their creativity in the digital environment. But today the N...
Periodicity, Elliott waves, and fractals in the NFT market
Periodicity, Elliott waves, and fractals in the NFT market
AbstractNon-fungible tokens (NFTs) are unique digital assets that exist on a blockchain and have provided new revenue streams for creators. This research investigates NFT market in...
A Blockchain Based Decentralized NFT Marketplace
A Blockchain Based Decentralized NFT Marketplace
With the advancement of technology around the globe lead to a rise of technology called Blockchain and amazing technology that completely eradicates the centralized network. Blockc...
Nft, Sanat ve Yapay Zeka: Dijital Yaratıcılık ve Sanatın Dönüşümü
Nft, Sanat ve Yapay Zeka: Dijital Yaratıcılık ve Sanatın Dönüşümü
“Değiştirilemez ve benzersiz varlıklar” şeklinde ifade edilen NFT’ler (Non-Fungible Token), kripto para teknolojisinin bir uzantısı olarak doğmuş olmasına rağmen kısa süre içerisin...
Non-Fungible Token (NFT) jako przedmiot umowy
Non-Fungible Token (NFT) jako przedmiot umowy
Celem artykułu jest próba prawnej klasyfikacji Non-Fungible Token jako przedmiotu cyfrowej transakcji. Ponadto, wykorzystując analizę wybranych przepisów prawnych i dokumentów, prz...
Fan Tokens Analysis: Reshaping Sports Industry with Non-Fungible Tokens
Fan Tokens Analysis: Reshaping Sports Industry with Non-Fungible Tokens
Purpose: This analysis examines the trend of using non-fungible tokens (NFTs) to represent digital collectibles, specifically in the context of the sports industry. The use of NFTs...

Back to Top