메뉴 건너뛰기




Volumn 7827 LNCS, Issue , 2013, Pages 1-15

From big data to big data mining: Challenges, issues, and opportunities

Author keywords

Big data; Big data management; Big data mining; Data mining; Data intensive computation; Knowledge discovery

Indexed keywords

BIG DATUM; DATA MINING TECHNOLOGY; DATA-INTENSIVE COMPUTATION; RESEARCH TOPICS;

EID: 84892927450     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40270-8_1     Document Type: Conference Paper
Times cited : (187)

References (37)
  • 4
    • 84860443491 scopus 로고    scopus 로고
    • From Databases to big data
    • Madden, S.: From Databases to big data. IEEE Internet Computing 16(3), 4-6 (2012)
    • (2012) IEEE Internet Computing , vol.16 , Issue.3 , pp. 4-6
    • Madden, S.1
  • 7
    • 73649114265 scopus 로고    scopus 로고
    • MapReduce: A Flexible Data Processing Tool
    • Dean, J., Ghemawat, S.: MapReduce: a Flexible Data Processing Tool. Communication of the ACM 53(1), 72-77 (2010)
    • (2010) Communication of the ACM , vol.53 , Issue.1 , pp. 72-77
    • Dean, J.1    Ghemawat, S.2
  • 8
    • 85071319367 scopus 로고    scopus 로고
    • Bigtable: A Distributed Storage System for Structured Data
    • USENIX Association Berkeley, CA
    • Chang, F., Dean, J., Ghemawat, S., et al.: Bigtable: A Distributed Storage System for Structured Data. In: 7th Symposium on Operating Systems Design and Implementation, vol. 7, pp. 205-218. USENIX Association Berkeley, CA (2006)
    • (2006) 7th Symposium on Operating Systems Design and Implementation , vol.7 , pp. 205-218
    • Chang, F.1    Dean, J.2    Ghemawat, S.3
  • 12
    • 84892921296 scopus 로고    scopus 로고
    • Mahout, http://lucene.apache.org/mahout/
    • Mahout
  • 16
    • 84863735533 scopus 로고    scopus 로고
    • Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud
    • Low, Y., Bickson, D., Gonzalez, J., Guestrin, C., Kyrola, A., Hellerstein, J.M.: Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud. VLDB Endowment 5(8), 71-727 (2012)
    • (2012) VLDB Endowment , vol.5 , Issue.8 , pp. 71-727
    • Low, Y.1    Bickson, D.2    Gonzalez, J.3    Guestrin, C.4    Kyrola, A.5    Hellerstein, J.M.6
  • 18
    • 24344486420 scopus 로고    scopus 로고
    • FastBit: An Efficient Indexing Technology for Accelerating Data-intensive Science
    • Wu, K.: FastBit: An Efficient Indexing Technology for Accelerating Data-intensive Science. Journal of Physics, Conference Series 16, 550-560 (2005)
    • (2005) Journal of Physics, Conference Series , vol.16 , pp. 550-560
    • Wu, K.1
  • 19
    • 84885958023 scopus 로고    scopus 로고
    • Big data Platforms: What's Next?
    • Borkar, V.R., Carey, M.J., Li, C.: big data Platforms: What's Next? ACM Crossroads 19(1), 44-49 (2012)
    • (2012) ACM Crossroads , vol.19 , Issue.1 , pp. 44-49
    • Borkar, V.R.1    Carey, M.J.2    Li, C.3
  • 20
    • 84873201254 scopus 로고    scopus 로고
    • Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach
    • Sun, Y., Han, J., Yan, X., Yu, P.S.: Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach. VLDB Endowment 5(12), 2022-2023 (2012)
    • (2012) VLDB Endowment , vol.5 , Issue.12 , pp. 2022-2023
    • Sun, Y.1    Han, J.2    Yan, X.3    Yu, P.S.4
  • 23
    • 79961187232 scopus 로고    scopus 로고
    • Bethel, et al: FastBit: Interactively Searching Massive Data
    • Wu, K., Ahern, S.: Bethel, et al: FastBit: Interactively Searching Massive Data. Sci-DAC 180 (2009)
    • (2009) Sci-DAC , pp. 180
    • Wu, K.1    Ahern, S.2
  • 25
    • 84871119172 scopus 로고    scopus 로고
    • Apache Hive, http://hive.apache.org/
    • Apache Hive
  • 32
    • 77954322933 scopus 로고    scopus 로고
    • Integrating Conflicting Data: The Role of Source Dependence
    • Dong, X.L., Berti-Equille, L., Srivastava, D.: Integrating Conflicting Data: The Role of Source Dependence. VLDB Endowment 2(1), 550-561 (2009)
    • (2009) VLDB Endowment , vol.2 , Issue.1 , pp. 550-561
    • Dong, X.L.1    Berti-Equille, L.2    Srivastava, D.3
  • 34
    • 84866107712 scopus 로고    scopus 로고
    • Privacy in the Age of big data: A Time for Big Decisions
    • Tene, O., Polonetsky, J.: Privacy in the Age of big data: A Time for Big Decisions. Stanford Law Review Online 64, 63-69 (2012)
    • (2012) Stanford Law Review Online , vol.64 , pp. 63-69
    • Tene, O.1    Polonetsky, J.2
  • 35
    • 84892930900 scopus 로고    scopus 로고
    • Big data Mining, Fairness and Privacy - A Vision Statement Towards an Interdisciplinary Roadmap of Research
    • Pedreschi, D., Calders, T., Custers, B., et al.: big data Mining, Fairness and Privacy - A Vision Statement Towards an Interdisciplinary Roadmap of Research. Data Mining and Analytics Software, KDnuggets Review Online 11(26) (2011)
    • (2011) Data Mining and Analytics Software, KDnuggets Review Online , vol.11 , Issue.26
    • Pedreschi, D.1    Calders, T.2    Custers, B.3
  • 37
    • 84870759190 scopus 로고    scopus 로고
    • A Metadata Catalog for Organization and Systemization of Fusion Simulation Data
    • Greenwald, M., Fredian, T., Schissel, D., Stillerman, J.: A Metadata Catalog for Organization and Systemization of Fusion Simulation Data. Fusion Engineering & Design 87(12), 2205-2208 (2012)
    • (2012) Fusion Engineering & Design , vol.87 , Issue.12 , pp. 2205-2208
    • Greenwald, M.1    Fredian, T.2    Schissel, D.3    Stillerman, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.