TY - GEN
T1 - Characteristics of Blockchain-based Digital Asset Datasets
T2 - 6th International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2022
AU - Indriawan, Ade
AU - Rakhmawati, Nur Aini
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - The widespread use of two types of digital assets derived from blockchain technology, namely cryptocurrencies and NFTs, is inextricably linked to the technology's high level of popularity. The transparency of the blockchain allows for quick access to a wealth of data. This work generates an in-depth review of online datasets for both sorts of digital assets. This study provides a thorough analysis of the platforms employed and the characteristics of the datasets. A meticulous analysis of 45 datasets and the 88 papers that used them reveals the use of more than seven different types of platforms and three different types of data characteristics across all datasets. Datasets with graph-based data type generally have low sparsity, while ordered data type can have various resolutions. Datasets with unstructured data type have specific properties to meet particular needs and can have high dimensionality.
AB - The widespread use of two types of digital assets derived from blockchain technology, namely cryptocurrencies and NFTs, is inextricably linked to the technology's high level of popularity. The transparency of the blockchain allows for quick access to a wealth of data. This work generates an in-depth review of online datasets for both sorts of digital assets. This study provides a thorough analysis of the platforms employed and the characteristics of the datasets. A meticulous analysis of 45 datasets and the 88 papers that used them reveals the use of more than seven different types of platforms and three different types of data characteristics across all datasets. Datasets with graph-based data type generally have low sparsity, while ordered data type can have various resolutions. Datasets with unstructured data type have specific properties to meet particular needs and can have high dimensionality.
KW - & NFT
KW - blockchain cryptocurrency
KW - data characteristics
KW - dataset
KW - dataset platform
UR - http://www.scopus.com/inward/record.url?scp=85150423135&partnerID=8YFLogxK
U2 - 10.1109/ICITISEE57756.2022.10057712
DO - 10.1109/ICITISEE57756.2022.10057712
M3 - Conference contribution
AN - SCOPUS:85150423135
T3 - Proceeding - 6th International Conference on Information Technology, Information Systems and Electrical Engineering: Applying Data Sciences and Artificial Intelligence Technologies for Environmental Sustainability, ICITISEE 2022
SP - 425
EP - 430
BT - Proceeding - 6th International Conference on Information Technology, Information Systems and Electrical Engineering
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 13 December 2022 through 14 December 2022
ER -