%0 Conference Proceedings
%T Blockchain Transaction Analysis Using Dominant Sets
%+ DAIS - Computer Science
%A Awan, Malik, Khurram
%A Cortesi, Agostino
%Z Part 4: Engineering of Enterprise Software Products
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 16th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM)
%C Bialystok, Poland
%Y Khalid Saeed
%Y Władysław Homenda
%Y Rituparna Chaki
%I Springer International Publishing
%3 Computer Information Systems and Industrial Management
%V LNCS-10244
%P 229-239
%8 2017-06-16
%D 2017
%R 10.1007/978-3-319-59105-6_20
%K Transaction behavior analysis
%K Blockchain technology
%K Clustering
%Z Computer Science [cs]
%Z Humanities and Social Sciences/Library and information sciencesConference papers
%X Blockchain is an emerging backbone technology behind different crypto-currencies. It can also be used for other purposes and areas. There are different scalability issues associated with blockchain. It is important to know the in depth structure of blockchain by identifying common behaviors of the transactions and the effect of these behaviors on the nodes of the network. Dominant set approach can categorize the blockchain transactions into different clusters without mentioning number of clusters in advance. The experimental evaluation of blockchain transactions shows better clustering accuracy of dominant set approach than existing method of central clustering approach.
%G English
%Z TC 8
%2 https://inria.hal.science/hal-01656260/document
%2 https://inria.hal.science/hal-01656260/file/448933_1_En_20_Chapter.pdf
%L hal-01656260
%U https://inria.hal.science/hal-01656260
%~ SHS
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-TC8
%~ IFIP-CISIM
%~ IFIP-LNCS-10244