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Volumn 8, Issue 1, 2016, Pages

Analyzing the bitcoin network: The First Four Years

Author keywords

Bitcoin; Blockchain; Complex networks; Cryptocurrencies; Electronic payment; Graph analysis; Network analysis

Indexed keywords

COMPLEX NETWORKS; ECONOMICS; ELECTRIC NETWORK ANALYSIS;

EID: 84981765136     PISSN: None     EISSN: 19995903     Source Type: Journal    
DOI: 10.3390/fi8010007     Document Type: Article
Times cited : (210)

References (46)
  • 2
    • 84948142629 scopus 로고    scopus 로고
    • An Analysis of Anonymity in the Bitcoin System
    • Springer: New York, NY, USA
    • Reid, F.; Harrigan, M. An Analysis of Anonymity in the Bitcoin System. In Security and Privacy in Social Networks; Springer: New York, NY, USA, 2012; pp. 197-223
    • (2012) In Security and Privacy in Social Networks , pp. 197-223
    • Reid, F.1    Harrigan, M.2
  • 3
    • 84981762499 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • The Economist: Bitcoins. Available online: http://www.economist.com/topics/bitcoins (accessed on 1 March 2016)
    • The Economist: Bitcoins
  • 6
    • 85016109785 scopus 로고    scopus 로고
    • Structure and Anonymity of the Bitcoin Transaction Graph
    • Ober, M.; Katzenbeisser, S.; Hamacher, K. Structure and Anonymity of the Bitcoin Transaction Graph. Future Internet 2013, 5, 237-250
    • (2013) Future Internet , vol.5 , pp. 237-250
    • Ober, M.1    Katzenbeisser, S.2    Hamacher, K.3
  • 7
    • 84981764963 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • Bitcoinmining: Bitcoin Mining Pools. Available online: https://www.bitcoinmining.com/bitcoin-mining-pools/(accessed on 1 March 2016)
    • (2016)
  • 10
    • 84883310811 scopus 로고    scopus 로고
    • Evaluating User Privacy in Bitcoin
    • Lecture Notes in Computer Science; Springer: Berlin, Geramny; Heidelberg, Germany
    • Androulaki, E.; Karame, G.O.; Roeschlin, M.; Scherer, T.; Capkun, S. Evaluating User Privacy in Bitcoin. In Financial Cryptography and Data Security; Lecture Notes in Computer Science; Springer: Berlin, Geramny; Heidelberg, Germany, 2013; Volume 7859, pp. 34-51
    • (2013) In Financial Cryptography and Data Security , vol.7859 , pp. 34-51
    • Androulaki, E.1    Karame, G.O.2    Roeschlin, M.3    Scherer, T.4    Capkun, S.5
  • 12
    • 84981765339 scopus 로고    scopus 로고
    • Master Thesis, Universitat Oberta de Catalunya, (accessed on 1 March 2016)
    • Ortega, M. The Bitcoin Transaction Graph Anonymity. Master Thesis, Universitat Oberta de Catalunya, 2013. Available online: http://openaccess.uoc.edu/webapps/o2/bitstream/10609/23562/9/msantamariaoTFM0613memoria.pdf (accessed on 1 March 2016)
    • (2013) The Bitcoin Transaction Graph Anonymity
    • Ortega, M.1
  • 13
    • 84981764206 scopus 로고    scopus 로고
    • (accessed on 1 March 2016)
    • Python. Available online: http://www.python.org/(accessed on 1 March 2016)
  • 14
    • 84981764201 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • BTC-Network Data Scraper. Available online: https://github.com/ivan-brugere/Bitcoin-Transaction-Network-Extraction (accessed on 1 March 2016)
    • (2016)
  • 15
    • 84981762823 scopus 로고    scopus 로고
    • Bitcoin Client v0.5.3.1 (accessed on 1 March)
    • Bitcoin Client v0.5.3.1. Available online: https://bitcoin.org/en/release/v0.5.3.1 (accessed on 1 March 2016)
    • (2016)
  • 17
    • 84981765044 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • Eclipse SDKWorkbench. Available online: http://www.eclipse.org/downloads/(accessed on 1 March 2016)
    • (2016)
  • 18
    • 84981764628 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • NetworkX. Available online: http://networkx.github.io/(accessed on 1 March 2016)
    • (2016)
  • 19
    • 84981764969 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • MatPlotLib. Available online: http://matplotlib.org/(accessed on 1 March 2016)
    • (2016)
  • 20
    • 84981764207 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • PyGraphviz. Available online: http://networkx.lanl.gov/pygraphviz/index.html (accessed on 1 March 2016)
    • (2016)
  • 21
    • 84981764971 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • Gephi. Available online: https://gephi.org/(accessed on 1 March 2016)
    • (2016)
  • 22
    • 84981762068 scopus 로고    scopus 로고
    • (accessed on 1 March)
    • Cran R. Available online: http://www.r-project.org/(accessed on 1 March 2016)
    • (2016)
    • Cran, R.1
  • 23
    • 84981764223 scopus 로고    scopus 로고
    • 1 March
    • Cran-R Spatial Data Package. Available online: http://cran.r-project.org/web/packages/sp/index.html (accessed on 1 March 2016)
    • (2016)
  • 24
    • 84981762601 scopus 로고    scopus 로고
    • 1 March
    • Cran-R Maptools Package. Available online: http://cran.r-project.org/web/packages/maptools/index.html (accessed on 1 March 2016)
    • (2016)
  • 25
    • 84981765362 scopus 로고    scopus 로고
    • 1 March
    • Cran-R RColorBrewer Package. Available online: http://cran.r-project.org/web/packages/RColorBrewer/index.html (accessed on 1 March 2016)
    • (2016)
  • 28
    • 0036013593 scopus 로고    scopus 로고
    • Statistical Mechanics of Complex Networks
    • Albert, R.; Barabasi, A.-L. Statistical Mechanics of Complex Networks. Rev. Mod. Phys. 2002, 74, 47
    • (2002) Rev. Mod. Phys , vol.74 , pp. 47
    • Albert, R.1    Barabasi, A.-L.2
  • 30
    • 0038718854 scopus 로고    scopus 로고
    • The Structure and Function of Complex Networks
    • Newman, M.E.J. The Structure and Function of Complex Networks. SIAM Rev. 2006, 45, 167-256
    • (2006) SIAM Rev , vol.45 , pp. 167-256
    • Newman, M.E.J.1
  • 31
    • 24744469980 scopus 로고    scopus 로고
    • Power Laws, Pareto Distributions, Zipf's Law
    • Newman, M.E.J. Power Laws, Pareto Distributions, Zipf's Law. Contemp. Phys. 2005, 46, 323-351
    • (2005) Contemp. Phys , vol.46 , pp. 323-351
    • Newman, M.E.J.1
  • 32
    • 84981762070 scopus 로고    scopus 로고
    • Scale-free Characteristics of Random Networks: The Topology of the World-WideWeb
    • Barabasi, A.-L.; Albert, R.; Jeong, H. Scale-free Characteristics of Random Networks: The Topology of the World-WideWeb. Phys. A 2000, 281, 2069-2077
    • (2000) Phys. A , vol.281 , pp. 2069-2077
    • Barabasi, A.-L.1    Albert, R.2    Jeong, H.3
  • 33
    • 84981764647 scopus 로고    scopus 로고
    • Fractal Network Derived from Banking Transaction-An Analysis of Network Structures Formed by Financial Institutions, 1 March 2016
    • Inaoka, H.; Ninomiya, T.; Taniguchi, K.; Shimizu, T.; Takayasu, H. Fractal Network Derived from Banking Transaction-An Analysis of Network Structures Formed by Financial Institutions. 2004. Available online: https://www.boj.or.jp/en/research/wps_rev/wps_2004/data/wp04e04.pdf (accessed on 1 March 2016)
    • (2004)
    • Inaoka, H.1    Ninomiya, T.2    Taniguchi, K.3    Shimizu, T.4    Takayasu, H.5
  • 34
    • 33847254923 scopus 로고    scopus 로고
    • Generalizations of the Clustering Coefficient to Weighted Complex Networks
    • Saramäki, J.; Kivela, M.; Onnela, J.-P.; Kaski, K.; Kertesz, J. Generalizations of the Clustering Coefficient to Weighted Complex Networks. Phys. Rev. E 2007, 75, 027105
    • (2007) Phys. Rev. E , vol.75
    • Saramäki, J.1    Kivela, M.2    Onnela, J.-P.3    Kaski, K.4    Kertesz, J.5
  • 35
    • 0032482432 scopus 로고    scopus 로고
    • Collective Dynamics of Small-World Networks
    • Watts, D.; Strogatz, S. Collective Dynamics of Small-World Networks. Nature 1998, 393, 440-442
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.1    Strogatz, S.2
  • 36
    • 84880885245 scopus 로고    scopus 로고
    • Analysis of Average Shortest-Path Length of Scale-Free Network
    • Mao, G.; Zhang, N. Analysis of Average Shortest-Path Length of Scale-Free Network. J. Appl. Math. 2013
    • (2013) J. Appl. Math
    • Mao, G.1    Zhang, N.2
  • 37
    • 33750177351 scopus 로고
    • Centrality in Social Networks Conceptual Clarification
    • 1 March 2016
    • Freeman, L. Centrality in Social Networks Conceptual Clarification. Soc. Netw. 1979, 1, 215-239. Available online: http://leonidzhukov.ru/hse/2013/socialnetworks/papers/freeman79-centrality.pdf (accessed on 1 March 2016)
    • (1979) Soc. Netw , vol.1 , pp. 215-239
    • Freeman, L.1
  • 38
    • 84936824655 scopus 로고
    • Power and Centrality: A Family of Measures
    • Bonacich, P. Power and Centrality: A Family of Measures. Am. J. Sociol. 1987, 92, 1170-1182
    • (1987) Am. J. Sociol , vol.92 , pp. 1170-1182
    • Bonacich, P.1
  • 39
    • 13944249973 scopus 로고    scopus 로고
    • Centrality and Network Flow
    • Borgatti, S. Centrality and Network Flow. Soc. Netw. 2005, 27, 55-71
    • (2005) Soc. Netw , vol.27 , pp. 55-71
    • Borgatti, S.1
  • 41
    • 13944252976 scopus 로고    scopus 로고
    • A measure of betweenness centrality based on random walks
    • 1 March 2016
    • Newman, M.E.J. A measure of betweenness centrality based on random walks. Soc. Netw. 2005, 27, 39-54. Available online: http://arxiv.org/pdf/cond-mat/0309045.pdf (accessed on 1 March 2016)
    • (2005) Soc. Netw , vol.27 , pp. 39-54
    • Newman, M.E.J.1
  • 42
    • 84981765021 scopus 로고    scopus 로고
    • 1 March
    • Brugere, I. Bitcoin tools. Available online: https://github.com/ivan-brugere/Bitcoin-Transaction-Network-Extraction (accessed on 1 March 2016)
    • (2016) Bitcoin tools
    • Brugere, I.1
  • 43
    • 84981763563 scopus 로고    scopus 로고
    • 1 March
    • Blockchain.info. Blockchain Data API. Available online: https://blockchain.info/de/api/blockchain_api (accessed on 1 March 2016)
    • (2016) Blockchain Data API
  • 44
    • 84981763108 scopus 로고    scopus 로고
    • Bitcoin Charts
    • 1 March
    • Bitcoin Charts. Historical Trade Data. Available online: http://bitcoincharts.com/charts/mtgoxUSD#igDailyzczsg2010-07-17zeg2013-12-23ztgSzm1g10zm2g25zv (accessed on 1 March 2016)
    • (2016) Historical Trade Data
  • 45
    • 84981763271 scopus 로고    scopus 로고
    • 1 March
    • Bitcoin Talk Forum. Available online: https://bitcointalk.org/(accessed on 1 March 2016)
    • (2016)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.