Application of Big Data Mining Technology in Blockchain Computing
Dublin Core
Title
Application of Big Data Mining Technology in Blockchain Computing
Subject
Big Data, Data Mining, Virtual Currency, Blockchain Computing
Description
Big data in the modern science and technology and social activities play an important role, on the one hand, a large number of
new applications and technology into our lives, in the use of these new technologies to produce a large amount of data, on the
other hand, big data as one of the most important digital assets, many of the development of new technologies also rely on large
data as support. This paper focuses on the research and application of big data mining technology in blockchain computing.
Firstly, this paper extracts the corresponding transaction data according to the Bitcoin address and constructs the transaction
features to get the Bitcoin data set. Then, the data features are processed. Then, three algorithm models, SVM, Adaboost and
Random Forest, are selected to model and analyze the preprocessed data combined with different sampling strategies. According
to the comprehensive performance of the model and its shortcomings, the model is selected and improved.
new applications and technology into our lives, in the use of these new technologies to produce a large amount of data, on the
other hand, big data as one of the most important digital assets, many of the development of new technologies also rely on large
data as support. This paper focuses on the research and application of big data mining technology in blockchain computing.
Firstly, this paper extracts the corresponding transaction data according to the Bitcoin address and constructs the transaction
features to get the Bitcoin data set. Then, the data features are processed. Then, three algorithm models, SVM, Adaboost and
Random Forest, are selected to model and analyze the preprocessed data combined with different sampling strategies. According
to the comprehensive performance of the model and its shortcomings, the model is selected and improved.
Creator
Zejian Dong
Date
2023
Contributor
PERI IRAWAN
Format
PDF
Language
ENGLISH
Type
TEXT
Files
Collection
Citation
Zejian Dong, “Application of Big Data Mining Technology in Blockchain Computing,” Repository Horizon University Indonesia, accessed June 8, 2025, https://repository.horizon.ac.id/items/show/9368.