메뉴 건너뛰기




Volumn , Issue , 2014, Pages 85-99

Engineering big data solutions

Author keywords

Analytics; Data Engineering; Data Quality; Data Science; Game Theory; Operational Data; Statistics

Indexed keywords

BIG DATA; DATA SCIENCE; GAME THEORY; STATISTICS;

EID: 84931037575     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2593882.2593889     Document Type: Conference Paper
Times cited : (38)

References (64)
  • 1
    • 67649397344 scopus 로고    scopus 로고
    • Variability and reproducibility in software engineering: A study of four companies that developed the same system
    • May/June
    • Bente C.D. Anda, Dag I.K. Sjøberg, and Audris Mockus. Variability and reproducibility in software engineering: A study of four companies that developed the same system. IEEE Transactions on Software Engineering, 35(3), May/June 2009.
    • (2009) IEEE Transactions on Software Engineering , vol.35 , Issue.3
    • Anda, B.C.D.1    Sjøberg, D.I.K.2    Mockus, A.3
  • 3
    • 0021518088 scopus 로고
    • A methodology for collecting valid software engineering data
    • V.R. Basili and D.M. Weiss. A methodology for collecting valid software engineering data. IEEE Transactions on Software Engineering, 10(6):728-737, 1984.
    • (1984) IEEE Transactions on Software Engineering , vol.10 , Issue.6 , pp. 728-737
    • Basili, V.R.1    Weiss, D.M.2
  • 4
    • 84994087115 scopus 로고    scopus 로고
    • Analyze this! 145 questions for data scientists in software engineering
    • Hyderabad, India, June, IEEE CS
    • Andrew Begel and Thomas Zimmermann. Analyze this! 145 questions for data scientists in software engineering. In ICSE, Hyderabad, India, June 2014. IEEE CS.
    • (2014) ICSE
    • Begel, A.1    Zimmermann, T.2
  • 5
    • 0012131380 scopus 로고
    • Programming system dynamics, or the meta-dynamics of systems in maintenance and growth
    • Thomas J. Watson Research Center
    • L. A. Belady and M. M. Lehman. Programming system dynamics, or the meta-dynamics of systems in maintenance and growth. Technical report, IBM Thomas J. Watson Research Center, 1971.
    • (1971) Technical Report, IBM
    • Belady, L.A.1    Lehman, M.M.2
  • 9
    • 84942512288 scopus 로고    scopus 로고
    • May be found on
    • Per Cedeqvist and et al. CVS Manual. May be found on: http://www.cvshome.org/CVS/.
    • CVS Manual
    • Cedeqvist, P.1
  • 12
    • 84875628243 scopus 로고    scopus 로고
    • Data warehouse. http://en.wikipedia.org/wiki/Data-warehouse.
    • Data Warehouse
  • 14
    • 0026944030 scopus 로고
    • Seesoft - A tool for visualizing line oriented software statistics
    • November
    • S.G. Eick, J.L. Steffen, and Sumner E.E. Seesoft-a tool for visualizing line oriented software statistics. IEEE Transactions on Software Engineering, 18(11):957 - 968, November 1992.
    • (1992) IEEE Transactions on Software Engineering , vol.18 , Issue.11 , pp. 957-968
    • Sumner, E.E.1    Eick, S.G.2    Steffen, J.L.3
  • 15
    • 0032305832 scopus 로고    scopus 로고
    • Detection of logical coupling based on product release history
    • Harald Gall, Karin Hajek, and Mehdi Jazayeri. Detection of logical coupling based on product release history. In ICSM, pages 190-197, 1998.
    • (1998) ICSM , pp. 190-197
    • Gall, H.1    Hajek, K.2    Jazayeri, M.3
  • 16
    • 84908429332 scopus 로고    scopus 로고
    • Hype cycles. http://www.gartner.com/technology/research/methodologies/hype-cycle.jsp.
    • Hype Cycles
  • 17
    • 84870421847 scopus 로고    scopus 로고
    • Linux kernel. http://en.wikipedia.org/wiki/Linux-kernel#Development-model.
    • Linux Kernel
  • 19
    • 0035334918 scopus 로고    scopus 로고
    • Identifying productivity drivers by modeling work units using partial data
    • May
    • T. Graves and A. Mockus. Identifying productivity drivers by modeling work units using partial data. Technometrics, 43(2):168-179, May 2001.
    • (2001) Technometrics , vol.43 , Issue.2 , pp. 168-179
    • Graves, T.1    Mockus, A.2
  • 25
    • 33846563409 scopus 로고    scopus 로고
    • Why most published research findings are false
    • August 30
    • John P. A. Ioannidis. Why most published research findings are false. PLoS Med, 2(8):e124, August 30 2005.
    • (2005) PLoS Med , vol.2 , Issue.8 , pp. e124
    • Ioannidis, J.P.A.1
  • 26
    • 0002979446 scopus 로고
    • Software reliability research
    • W. Freiberger, editor, Academic Press
    • J. Jelinski and P. B. Moranda. Software reliability research. In W. Freiberger, editor, Probabilistic Models for Software, pages 485-502. Academic Press, 1972.
    • (1972) Probabilistic Models for Software , pp. 485-502
    • Jelinski, J.1    Moranda, P.B.2
  • 27
    • 84942544035 scopus 로고    scopus 로고
    • Jira plugins. https://marketplace.atlassian.com/plugins.
    • Jira Plugins
  • 28
    • 0004221707 scopus 로고
    • Stanford University Center for the Study of Language and Information, Stanford, CA, USA
    • Donald E. Knuth. Literate Programming. Stanford University Center for the Study of Language and Information, Stanford, CA, USA, 1992.
    • (1992) Literate Programming
    • Knuth, D.E.1
  • 31
    • 84887058308 scopus 로고    scopus 로고
    • Big data: New opportunities and new challenges [guest editors' introduction]
    • Katina Michael and Keith W. Miller. Big data: New opportunities and new challenges [guest editors' introduction]. Computer, 46(6):22-24, 2013.
    • (2013) Computer , vol.46 , Issue.6 , pp. 22-24
    • Michael, K.1    Miller, K.W.2
  • 32
    • 0031541849 scopus 로고    scopus 로고
    • Software configuration management for the 21st century
    • Winter
    • Anil K. Midha. Software configuration management for the 21st century. Bell Labs Technical Journal, 2(1), Winter 1997.
    • (1997) Bell Labs Technical Journal , vol.2 , Issue.1
    • Midha, A.K.1
  • 35
    • 73349092923 scopus 로고    scopus 로고
    • Missing data in software engineering
    • J. Singer et al. editor, Springer-Verlag
    • Audris Mockus. Missing data in software engineering. In J. Singer et al., editor, Guide to Advanced Empirical Software Engineering, pages 185-200. Springer-Verlag, 2008.
    • (2008) Guide to Advanced Empirical Software Engineering , pp. 185-200
    • Mockus, A.1
  • 36
    • 70349903017 scopus 로고    scopus 로고
    • Amassing and indexing a large sample of version control systems: Towards the census of public source code history
    • May 16-17
    • Audris Mockus. Amassing and indexing a large sample of version control systems: Towards the census of public source code history. In 6th IEEE Working Conference on Mining Software Repositories, May 16-17 2009.
    • (2009) 6th IEEE Working Conference on Mining Software Repositories
    • Mockus, A.1
  • 37
    • 78751478793 scopus 로고    scopus 로고
    • Organizational volatility and its effects on software defects
    • Santa Fe, New Mexico, November 7-11
    • Audris Mockus. Organizational volatility and its effects on software defects. In ACM SIGSOFT/FSE, pages 117-126, Santa Fe, New Mexico, November 7-11 2010.
    • (2010) ACM SIGSOFT/FSE , pp. 117-126
    • Mockus, A.1
  • 38
    • 84942544036 scopus 로고    scopus 로고
    • Modelling software changes
    • C.E. Minder and H. Friedl, editors, Austrian Statistical Society, Wien, Austria, July 1997. Proceedings of the 12th International Workshop on Statistical Modeling, Biel/Bienne
    • Audris Mockus, Todd L. Graves, and Alan F. Karr. Modelling software changes. In C.E. Minder and H. Friedl, editors, Good Statistical Practice, pages 175-179. Austrian Statistical Society, Wien, Austria, July 1997. Proceedings of the 12th International Workshop on Statistical Modeling, Biel/Bienne.
    • Good Statistical Practice , pp. 175-179
    • Mockus, A.1    Graves, T.L.2    Karr, A.F.3
  • 40
    • 57449113408 scopus 로고    scopus 로고
    • Interval quality: Relating customer-perceived quality to process quality
    • Leipzig, Germany, May 10-18, ACM Press
    • Audris Mockus and David Weiss. Interval quality: Relating customer-perceived quality to process quality. In 2008 International Conference on Software Engineering, pages 733-740, Leipzig, Germany, May 10-18 2008. ACM Press.
    • (2008) 2008 International Conference on Software Engineering , pp. 733-740
    • Mockus, A.1    Weiss, D.2
  • 42
    • 14744298600 scopus 로고    scopus 로고
    • Mechanisms of an online public sphere: The website slashdot
    • Nathaniel Poor. Mechanisms of an online public sphere: The website slashdot. Journal of Computer-Mediated Communication, 10(2), 2005.
    • (2005) Journal of Computer-Mediated Communication , vol.10 , Issue.2
    • Poor, N.1
  • 45
    • 84857381402 scopus 로고    scopus 로고
    • A multi-language computing environment for literate programming and reproducible research
    • 1
    • Eric Schulte, Dan Davison, Thomas Dye, and Carsten Dominik. A multi-language computing environment for literate programming and reproducible research. Journal of Statistical Software, 46(3):1-24, 1 2012.
    • (2012) Journal of Statistical Software , vol.46 , Issue.3 , pp. 1-24
    • Schulte, E.1    Davison, D.2    Dye, T.3    Dominik, C.4
  • 47
    • 84883321067 scopus 로고    scopus 로고
    • Data quality: Some comments on the nasa software defect datasets
    • Martin J. Shepperd, Qinbao Song, Zhongbin Sun, and Carolyn Mair. Data quality: Some comments on the nasa software defect datasets. IEEE Trans. Software Eng., 39(9):1208-1215, 2013.
    • (2013) IEEE Trans. Software Eng , vol.39 , Issue.9 , pp. 1208-1215
    • Shepperd, M.J.1    Song, Q.2    Sun, Z.3    Mair, C.4
  • 48
    • 84867522648 scopus 로고    scopus 로고
    • The effect of branching strategies on software quality
    • 2012
    • Emad Shihab, Christian Bird, and Thomas Zimmermann. The effect of branching strategies on software quality. In ESEM, pages 301-310, 2012.
    • ESEM , pp. 301-310
    • Shihab, E.1    Bird, C.2    Zimmermann, T.3
  • 51
    • 84942544038 scopus 로고    scopus 로고
    • But he looked good on paper
    • But he looked good on paper. http://www.slate.com/articles/business/small-business/2010/08/but-he-looked-good-on-paper.html.
  • 52
    • 84942510024 scopus 로고    scopus 로고
    • Sonar. http://en.wikipedia.org/wiki/SonarQube.
    • Sonar
  • 53
    • 84942544039 scopus 로고    scopus 로고
    • The (R)evolutionary Role of Social Media in Software Engineering
    • Hyderabad, India, June, IEEE CS
    • Margaret-Anne Storey, Leif Singer, Fernando Figueira Filho, Brendan Cleary, and Alexey Zagalsky. The (R)evolutionary Role of Social Media in Software Engineering. In ICSE, Hyderabad, India, June 2014. IEEE CS.
    • (2014) ICSE
    • Storey, M.-A.1    Singer, L.2    Filho, F.F.3    Cleary, B.4    Zagalsky, A.5
  • 54
    • 85036459874 scopus 로고
    • Design, implementation, and evaluation of a revision control system
    • Walter F. Tichy. Design, implementation, and evaluation of a revision control system. In ICSE, pages 58-67, 1982.
    • (1982) ICSE , pp. 58-67
    • Tichy, W.F.1
  • 55
    • 0017449997 scopus 로고
    • A method of programming measurement and estimation
    • Claude E. Walston and Charles P. Felix. A method of programming measurement and estimation. IBM Systems Journal, 16(1):54-73, 1977.
    • (1977) IBM Systems Journal , vol.16 , Issue.1 , pp. 54-73
    • Walston, C.E.1    Felix, C.P.2
  • 56
    • 84879087611 scopus 로고    scopus 로고
    • Big data's big unintended consequences
    • M.R. Wigan and R. Clarke. Big data's big unintended consequences. Computer, 46(6):46-53, 2013.
    • (2013) Computer , vol.46 , Issue.6 , pp. 46-53
    • Wigan, M.R.1    Clarke, R.2
  • 57
    • 84889071369 scopus 로고    scopus 로고
    • Big data. http://en.wikipedia.org/wiki/Big-Data.
    • Big Data
  • 58
    • 84873535918 scopus 로고    scopus 로고
    • Business intelligence. http://en.wikipedia.org/wiki/Business-intelligence.
    • Business Intelligence
  • 59
    • 84942511047 scopus 로고    scopus 로고
    • Git. http://en.wikipedia.org/wiki/Git-%28software%29.
    • Git
  • 60
    • 84900323441 scopus 로고    scopus 로고
    • Predictive analytics. http://en.wikipedia.org/wiki/Predictive-analytics.
    • Predictive Analytics
  • 61
    • 84942524101 scopus 로고    scopus 로고
    • Vworker. http://en.wikipedia.org/wiki/VWorker.
    • Vworker
  • 63
    • 0032351389 scopus 로고    scopus 로고
    • On measuring and correcting the effects of data mining and model selection
    • March
    • Jianming Ye. On measuring and correcting the effects of data mining and model selection. Journal of the American Statistical Association, 93(441):120-131, March 1998.
    • (1998) Journal of the American Statistical Association , vol.93 , Issue.441 , pp. 120-131
    • Ye, J.1
  • 64
    • 0024073337 scopus 로고
    • An analysis of several software defect models
    • Tze-Jie Yu, Vincent Yun Shen, and Hubert E. Dunsmore. An analysis of several software defect models. IEEE Trans. Software Eng., 14(9):1261-1270, 1988.
    • (1988) IEEE Trans. Software Eng. , vol.14 , Issue.9 , pp. 1261-1270
    • Yu, T.-J.1    Shen, V.Y.2    Dunsmore, H.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.