-
2
-
-
84908606490
-
Large iterative multitier ensemble classifiers for security of big data
-
Abawajy, J.H., Kelarev, A., Chowdhury, M., Large iterative multitier ensemble classifiers for security of big data. IEEE Transactions on Emerging Topics in Computing 2:3 (2014), 352–363.
-
(2014)
IEEE Transactions on Emerging Topics in Computing
, vol.2
, Issue.3
, pp. 352-363
-
-
Abawajy, J.H.1
Kelarev, A.2
Chowdhury, M.3
-
3
-
-
84947905691
-
Software analytics to software practice: a systematic literature review
-
Abdellatif, T.M., Capretz, L.F., Ho, D., Software analytics to software practice: a systematic literature review. Proceedings of the 1st International Workshop on BIG Data Software Engineering – IEEE Press, 2015, 30–36.
-
(2015)
Proceedings of the 1st International Workshop on BIG Data Software Engineering – IEEE Press
, pp. 30-36
-
-
Abdellatif, T.M.1
Capretz, L.F.2
Ho, D.3
-
4
-
-
84907580576
-
Editorial – big data, data science, and analytics: the opportunity and challenge for is research
-
Agarwal, R., Dhar, V., Editorial – big data, data science, and analytics: the opportunity and challenge for is research. Information Systems Research 25:3 (2014), 443–448.
-
(2014)
Information Systems Research
, vol.25
, Issue.3
, pp. 443-448
-
-
Agarwal, R.1
Dhar, V.2
-
5
-
-
84891660801
-
Big data computing
-
CRC Press, Taylor & Francis Group Florida, USA
-
Akerkar, R., Big data computing. 2014, CRC Press, Taylor & Francis Group, Florida, USA.
-
(2014)
-
-
Akerkar, R.1
-
6
-
-
84948765779
-
Applications of big data to smart cities
-
Al Nuaimi, E., Al Neyadi, H., Mohamed, N., Al-Jaroodi, J., Applications of big data to smart cities. Journal of Internet Services and Applications 6:1 (2015), 1–15.
-
(2015)
Journal of Internet Services and Applications
, vol.6
, Issue.1
, pp. 1-15
-
-
Al Nuaimi, E.1
Al Neyadi, H.2
Mohamed, N.3
Al-Jaroodi, J.4
-
7
-
-
84930936490
-
Big Data computing and clouds: trends and future directions
-
Assunção, M.D., Calheiros, R.N., Bianchi, S., Netto, M.A., Buyya, R., Big Data computing and clouds: trends and future directions. Journal of Parallel and Distributed Computing 79 (2015), 3–15.
-
(2015)
Journal of Parallel and Distributed Computing
, vol.79
, pp. 3-15
-
-
Assunção, M.D.1
Calheiros, R.N.2
Bianchi, S.3
Netto, M.A.4
Buyya, R.5
-
8
-
-
84953706703
-
Data analytics: hyped up aspirations or true potential
-
Banerjee, A., Bandyopadhyay, T., Acharya, P., Data analytics: hyped up aspirations or true potential. Vikalpa. The Journal for Decision Makers 38:4 (2013), 1–11.
-
(2013)
Vikalpa. The Journal for Decision Makers
, vol.38
, Issue.4
, pp. 1-11
-
-
Banerjee, A.1
Bandyopadhyay, T.2
Acharya, P.3
-
9
-
-
84901392714
-
Performance evaluation of NoSQL big-data applications using multi-formalism models
-
Barbierato, E., Gribaudo, M., Iacono, M., Performance evaluation of NoSQL big-data applications using multi-formalism models. Future Generation Computer Systems 37 (2014), 345–353.
-
(2014)
Future Generation Computer Systems
, vol.37
, pp. 345-353
-
-
Barbierato, E.1
Gribaudo, M.2
Iacono, M.3
-
10
-
-
84894546324
-
From data to actionable knowledge: big data challenges in the web of things
-
Barnaghi, P., Sheth, A., Henson, C., From data to actionable knowledge: big data challenges in the web of things. IEEE Intelligent Systems 28:6 (2013), 6–11.
-
(2013)
IEEE Intelligent Systems
, vol.28
, Issue.6
, pp. 6-11
-
-
Barnaghi, P.1
Sheth, A.2
Henson, C.3
-
11
-
-
85028269122
-
-
There's gold to be mined from all our data. The Times, London 1:1–2. Online Available at: [Accessed on 21st April 2016]
-
Berners-Lee, T., & Shadbolt, N. (2011). There's gold to be mined from all our data. The Times, London 1:1–2. Online Available at: http://www.thetimes.co.uk/tto/opinion/columnists/article3272618.ece [Accessed on 21st April 2016].
-
(2011)
-
-
Berners-Lee, T.1
Shadbolt, N.2
-
12
-
-
84902522002
-
Big Data, open government and e-government: issues, policies and recommendations
-
Bertot, J.C., Gorham, U., Jaeger, P.T., Sarin, L.C., Choi, H., Big Data, open government and e-government: issues, policies and recommendations. Information Polity 19:1, 2 (2014), 5–16.
-
(2014)
Information Polity
, vol.19
, Issue.1-2
, pp. 5-16
-
-
Bertot, J.C.1
Gorham, U.2
Jaeger, P.T.3
Sarin, L.C.4
Choi, H.5
-
13
-
-
84901294435
-
Digitisation, Big Data and the transformation of accounting information
-
Bhimani, A., Willcocks, L., Digitisation, Big Data and the transformation of accounting information. Accounting and Business Research 44:4 (2014), 469–490.
-
(2014)
Accounting and Business Research
, vol.44
, Issue.4
, pp. 469-490
-
-
Bhimani, A.1
Willcocks, L.2
-
14
-
-
85015562668
-
A comparative study of data analysis techniques
-
Bihani, P., Patil, S.T., A comparative study of data analysis techniques. International Journal of Emerging Trends & Technology in Computer Science 3:2 (2014), 95–101.
-
(2014)
International Journal of Emerging Trends & Technology in Computer Science
, vol.3
, Issue.2
, pp. 95-101
-
-
Bihani, P.1
Patil, S.T.2
-
15
-
-
84861974217
-
Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon
-
Boyd, D., Crawford, K., Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon. Information, communication & society 15:5 (2012), 662–679.
-
(2012)
Information, communication & society
, vol.15
, Issue.5
, pp. 662-679
-
-
Boyd, D.1
Crawford, K.2
-
16
-
-
83455179027
-
Are you ready for the era of Big Data?
-
Brown, B., Chui, M., Manyika, J., Are you ready for the era of Big Data?. The McKinsey Quarterly 4 (2011), 24–35.
-
(2011)
The McKinsey Quarterly
, vol.4
, pp. 24-35
-
-
Brown, B.1
Chui, M.2
Manyika, J.3
-
17
-
-
84898473131
-
Big Data analytics for security
-
Cárdenas, A.A., Manadhata, P.K., Rajan, S.P., Big Data analytics for security. IEEE Security and Privacy 6 (2013), 74–76.
-
(2013)
IEEE Security and Privacy
, vol.6
, pp. 74-76
-
-
Cárdenas, A.A.1
Manadhata, P.K.2
Rajan, S.P.3
-
18
-
-
77958549525
-
Toward an architecture for never-ending language learning
-
Carlson, A., Betteridge, J., Kisiel, B., Settles, B., Hruschka, E. Jr., Mitchell, T., Toward an architecture for never-ending language learning. Proceedings of the Conference on Association for the Advancement of Artificial Intelligence, 2010, 1306–1313.
-
(2010)
Proceedings of the Conference on Association for the Advancement of Artificial Intelligence
, pp. 1306-1313
-
-
Carlson, A.1
Betteridge, J.2
Kisiel, B.3
Settles, B.4
Hruschka, E.5
Mitchell, T.6
-
19
-
-
84900800509
-
Data-intensive applications, challenges, techniques and technologies: a survey on big data
-
Chen, C.L.P., Zhang, C.Y., Data-intensive applications, challenges, techniques and technologies: a survey on big data. Information Sciences 275 (2014), 314–347.
-
(2014)
Information Sciences
, vol.275
, pp. 314-347
-
-
Chen, C.L.P.1
Zhang, C.Y.2
-
20
-
-
84871212656
-
E3: an elastic execution engine for scalable data processing
-
Chen, G., Chen, K., Jiang, D., Ooi, B.C., Shi, L., Vo, H.T., Wu, S., E3: an elastic execution engine for scalable data processing. Journal of Information Processing 20:1 (2012), 65–76.
-
(2012)
Journal of Information Processing
, vol.20
, Issue.1
, pp. 65-76
-
-
Chen, G.1
Chen, K.2
Jiang, D.3
Ooi, B.C.4
Shi, L.5
Vo, H.T.6
Wu, S.7
-
21
-
-
84916597404
-
Business intelligence and analytics: From Big Data to big impact
-
Chen, H., Chiang, R.H., Storey, V.C., Business intelligence and analytics: From Big Data to big impact. MIS Quarterly 36:4 (2012), 1165–1188.
-
(2012)
MIS Quarterly
, vol.36
, Issue.4
, pp. 1165-1188
-
-
Chen, H.1
Chiang, R.H.2
Storey, V.C.3
-
22
-
-
84876005101
-
Big data challenge: a data management perspective
-
Chen, J., Chen, Y., Du, X., Li, C., Lu, J., Zhao, S., Zhou, X., Big data challenge: a data management perspective. Frontiers of Computer Science 7:2 (2013), 157–164.
-
(2013)
Frontiers of Computer Science
, vol.7
, Issue.2
, pp. 157-164
-
-
Chen, J.1
Chen, Y.2
Du, X.3
Li, C.4
Lu, J.5
Zhao, S.6
Zhou, X.7
-
23
-
-
84898796363
-
Big Data: a survey
-
Chen, M., Mao, S., Liu, Y., Big Data: a survey. Mobile Networks and Applications 19:2 (2014), 171–209.
-
(2014)
Mobile Networks and Applications
, vol.19
, Issue.2
, pp. 171-209
-
-
Chen, M.1
Mao, S.2
Liu, Y.3
-
24
-
-
84894139406
-
The hidden biases of big data. Harvard Business Review Blog.
-
Available at: (accessed 5 January 2016)
-
Crawford, K., The hidden biases of big data. Harvard Business Review Blog. Available at: http://blogs.hbr.org/2013/04/the-hidden-biases-in-big-data/, 1 April, 2013 (accessed 5 January 2016).
-
(2013)
-
-
Crawford, K.1
-
25
-
-
78751497089
-
The economist, data, data everywhere: A special report on managing information
-
Online Available at (Accessed on 20th April 2016).
-
Cukier, K., The economist, data, data everywhere: A special report on managing information., 2010 Online Available at http://www.economist.com/node/15557443 (Accessed on 20th April 2016).
-
(2010)
-
-
Cukier, K.1
-
26
-
-
84902291282
-
Big data in big companies. International Institute for Analytics
-
Available Online at (Accessed 5th January 2016).
-
Davenport, T.H., Dyché, J., Big data in big companies. International Institute for Analytics., 2013 Available Online at http://www.demonish.com/cracker/1431316877_1217a9641e/bigdata-bigcompanies-106461.pdf (Accessed 5th January 2016).
-
(2013)
-
-
Davenport, T.H.1
Dyché, J.2
-
27
-
-
34347263658
-
Competing on analytics: The new science of winning
-
Harvard Business Press
-
Davenport, T.H., Harris, J.G., Competing on analytics: The new science of winning. 2007, Harvard Business Press.
-
(2007)
-
-
Davenport, T.H.1
Harris, J.G.2
-
28
-
-
0347528591
-
A systematic assessment of the empirical support for transaction cost economics
-
David, R.J., Han, S.K., A systematic assessment of the empirical support for transaction cost economics. Strategic Management Journal 25:1 (2004), 39–58.
-
(2004)
Strategic Management Journal
, vol.25
, Issue.1
, pp. 39-58
-
-
David, R.J.1
Han, S.K.2
-
29
-
-
84863450488
-
Outcomes of inter-organizational trust in supply chain relationships: a systematic literature review and a meta-analysis of the empirical evidence
-
Delbufalo, E., Outcomes of inter-organizational trust in supply chain relationships: a systematic literature review and a meta-analysis of the empirical evidence. Supply Chain Management: An International Journal 17:4 (2012), 377–402.
-
(2012)
Supply Chain Management: An International Journal
, vol.17
, Issue.4
, pp. 377-402
-
-
Delbufalo, E.1
-
30
-
-
84883290116
-
Addressing big data issues in scientific data infrastructure
-
Demchenko, Y., Grosso, P., De Laat, C., Membrey, P., Addressing big data issues in scientific data infrastructure. IEEE international conference on collaboration technologies and systems (CTS), 2013, 48–55.
-
(2013)
IEEE international conference on collaboration technologies and systems (CTS)
, pp. 48-55
-
-
Demchenko, Y.1
Grosso, P.2
De Laat, C.3
Membrey, P.4
-
32
-
-
72149119729
-
Profiling research published in the Journal of Enterprise Information Management
-
Dwivedi, Y.K., Mustafee, N., Profiling research published in the Journal of Enterprise Information Management. Journal of Enterprise Information Management 23:1 (2010), 8–26.
-
(2010)
Journal of Enterprise Information Management
, vol.23
, Issue.1
, pp. 8-26
-
-
Dwivedi, Y.K.1
Mustafee, N.2
-
33
-
-
52949111171
-
Profiling research published in the Journal of Electronic Commerce Research
-
Dwivedi, Y.K., Kiang, M., Lal, B., Williams, M.D., Profiling research published in the Journal of Electronic Commerce Research. Journal of Electronic Commerce Research 9:2 (2008), 77–91.
-
(2008)
Journal of Electronic Commerce Research
, vol.9
, Issue.2
, pp. 77-91
-
-
Dwivedi, Y.K.1
Kiang, M.2
Lal, B.3
Williams, M.D.4
-
35
-
-
84964000606
-
A systematic review on the profiling of digital news portal for Big Data veracity
-
Eembi, N.B.C., Ishak, I.B., Sidi, F., Affendey, L.S., Mamat, A., A systematic review on the profiling of digital news portal for Big Data veracity. Procedia Computer Science 72 (2015), 390–397.
-
(2015)
Procedia Computer Science
, vol.72
, pp. 390-397
-
-
Eembi, N.B.C.1
Ishak, I.B.2
Sidi, F.3
Affendey, L.S.4
Mamat, A.5
-
36
-
-
84922563632
-
Big data in logistics-identifying potentials through literature, case study and expert interview analyzes
-
Frehe, V., Kleinschmidt, T., Teuteberg, F., Big data in logistics-identifying potentials through literature, case study and expert interview analyzes. In GI-Jahrestagung, 2014, 173–186.
-
(2014)
In GI-Jahrestagung
, pp. 173-186
-
-
Frehe, V.1
Kleinschmidt, T.2
Teuteberg, F.3
-
37
-
-
84919389514
-
Beyond the hype: Big data concepts, methods, and analytics
-
Gandomi, A., Haider, M., Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management 35:2 (2015), 137–144.
-
(2015)
International Journal of Information Management
, vol.35
, Issue.2
, pp. 137-144
-
-
Gandomi, A.1
Haider, M.2
-
38
-
-
84878195422
-
The Digital Universe in 2020: Big data, bigger digital shadows, and biggest growth in the Far East. IDC – EMC Corporation
-
Online Available at (Accessed 16th January 2016).
-
Gantz, J., Reinsel, D., The Digital Universe in 2020: Big data, bigger digital shadows, and biggest growth in the Far East. IDC – EMC Corporation., 2012 Online Available at http://www.emc.com/collateral/analyst-reports/idc-the-digital-universe-in-2020.pdf (Accessed 16th January 2016).
-
(2012)
-
-
Gantz, J.1
Reinsel, D.2
-
39
-
-
84900399014
-
Big Data and management
-
George, G., Haas, M.R., Pentland, A., Big Data and management. Academy of Management Journal 57:2 (2014), 321–326.
-
(2014)
Academy of Management Journal
, vol.57
, Issue.2
, pp. 321-326
-
-
George, G.1
Haas, M.R.2
Pentland, A.3
-
40
-
-
85107041351
-
Cost minimization for big data processing in geo-distributed data centers
-
Springer International Publishing
-
Gu, L., Zeng, D., Li, P., Guo, S., Cost minimization for big data processing in geo-distributed data centers. In Cloud Networking for Big Data, 2015, Springer International Publishing, 59–78.
-
(2015)
In Cloud Networking for Big Data
, pp. 59-78
-
-
Gu, L.1
Zeng, D.2
Li, P.3
Guo, S.4
-
41
-
-
35448951563
-
Data integration: The teenage years
-
Halevy, A., Rajaraman, A., Ordille, J., Data integration: The teenage years. Proceedings of the 32nd International Conference on Very Large Data Bases, 2006, 9–16.
-
(2006)
Proceedings of the 32nd International Conference on Very Large Data Bases
, pp. 9-16
-
-
Halevy, A.1
Rajaraman, A.2
Ordille, J.3
-
43
-
-
84907978748
-
Machine learning big data framework and analytics for big data problems
-
Hasan, S., Shamsuddin, S.M., Lopes, N., Machine learning big data framework and analytics for big data problems. International Journal of Advance Soft Computing Application 6:2 (2014), 1–14.
-
(2014)
International Journal of Advance Soft Computing Application
, vol.6
, Issue.2
, pp. 1-14
-
-
Hasan, S.1
Shamsuddin, S.M.2
Lopes, N.3
-
44
-
-
84907325157
-
The rise of big data on cloud computing: Review and open research issues
-
Hashem, I.A.T., Yaqoob, I., Anuar, N.B., Mokhtar, S., Gani, A., Khan, S.U., The rise of big data on cloud computing: Review and open research issues. Information Systems 47 (2015), 98–115.
-
(2015)
Information Systems
, vol.47
, pp. 98-115
-
-
Hashem, I.A.T.1
Yaqoob, I.2
Anuar, N.B.3
Mokhtar, S.4
Gani, A.5
Khan, S.U.6
-
45
-
-
84961633323
-
Big Data Analytics: Intel's IT Manager Survey on How Organizations Are Using Big Data.
-
Available at: [Accessed 5 Jan. 2016]
-
Intel IT Center, Big Data Analytics: Intel's IT Manager Survey on How Organizations Are Using Big Data. Available at: http://www.intel.co.za/content/www/za/en/big-data/data-insights-peer-research-report.html, 2012 [Accessed 5 Jan. 2016].
-
(2012)
-
-
Intel IT Center1
-
46
-
-
77951967571
-
Investment evaluation within project management: an information systems perspective
-
Irani, Z., Investment evaluation within project management: an information systems perspective. Journal of the Operational Research Society 61:6 (2010), 917–928.
-
(2010)
Journal of the Operational Research Society
, vol.61
, Issue.6
, pp. 917-928
-
-
Irani, Z.1
-
47
-
-
33744978757
-
Evaluating cost taxonomies for information systems management
-
Irani, Z., Ghoneim, A., Love, P.E., Evaluating cost taxonomies for information systems management. European Journal of Operational Research 173:3 (2006), 1103–1122.
-
(2006)
European Journal of Operational Research
, vol.173
, Issue.3
, pp. 1103-1122
-
-
Irani, Z.1
Ghoneim, A.2
Love, P.E.3
-
48
-
-
84885185063
-
Visualising a knowledge mapping of information systems investment evaluation
-
Irani, Z., Sharif, A., Kamal, M.M., Love, P.E., Visualising a knowledge mapping of information systems investment evaluation. Expert Systems with Applications 41:1 (2014), 105–125.
-
(2014)
Expert Systems with Applications
, vol.41
, Issue.1
, pp. 105-125
-
-
Irani, Z.1
Sharif, A.2
Kamal, M.M.3
Love, P.E.4
-
49
-
-
85027932153
-
Scaling up MapReduce-based big data processing on multi-GPU systems
-
Jiang, H., Chen, Y., Qiao, Z., Weng, T.H., Li, K.C., Scaling up MapReduce-based big data processing on multi-GPU systems. Cluster Computing 18:1 (2015), 369–383.
-
(2015)
Cluster Computing
, vol.18
, Issue.1
, pp. 369-383
-
-
Jiang, H.1
Chen, Y.2
Qiao, Z.3
Weng, T.H.4
Li, K.C.5
-
50
-
-
84929170243
-
Significance and challenges of big data research
-
Jin, X., Wah, B.W., Cheng, X., Wang, Y., Significance and challenges of big data research. Big Data Research 2:2 (2015), 59–64.
-
(2015)
Big Data Research
, vol.2
, Issue.2
, pp. 59-64
-
-
Jin, X.1
Wah, B.W.2
Cheng, X.3
Wang, Y.4
-
51
-
-
84890087985
-
Big data and transformational government
-
Joseph, R.C., Johnson, N.A., Big data and transformational government. IT Professional 15:6 (2013), 43–48.
-
(2013)
IT Professional
, vol.15
, Issue.6
, pp. 43-48
-
-
Joseph, R.C.1
Johnson, N.A.2
-
52
-
-
84933513051
-
Augmenting data warehouses with Big Data
-
Jukić, N., Sharma, A., Nestorov, S., Jukić, B., Augmenting data warehouses with Big Data. Information Systems Management 32:3 (2015), 200–209.
-
(2015)
Information Systems Management
, vol.32
, Issue.3
, pp. 200-209
-
-
Jukić, N.1
Sharma, A.2
Nestorov, S.3
Jukić, B.4
-
53
-
-
84875482216
-
Big data: Issues and challenges moving forward
-
Kaisler, S., Armour, F., Espinosa, J.A., Money, W., Big data: Issues and challenges moving forward. 46th Hawaii International Conference on System Sciences (HICSS), 2013, 995–1004.
-
(2013)
46th Hawaii International Conference on System Sciences (HICSS)
, pp. 995-1004
-
-
Kaisler, S.1
Armour, F.2
Espinosa, J.A.3
Money, W.4
-
54
-
-
84915767815
-
Analysing supply chain integration through systematic literature review: a normative perspective
-
Kamal, M.M., Irani, Z., Analysing supply chain integration through systematic literature review: a normative perspective. Supply Chain Management: An International Journal 19:5/6 (2014), 523–557.
-
(2014)
Supply Chain Management: An International Journal
, vol.19
, Issue.5-6
, pp. 523-557
-
-
Kamal, M.M.1
Irani, Z.2
-
55
-
-
84880220685
-
On a meaningful exploitation of machine and human reasoning to tackle data-intensive decision making
-
Karacapilidis, N., Tzagarakis, M., Christodoulou, S., On a meaningful exploitation of machine and human reasoning to tackle data-intensive decision making. Intelligent Decision Technologies 7:3 (2013), 225–236.
-
(2013)
Intelligent Decision Technologies
, vol.7
, Issue.3
, pp. 225-236
-
-
Karacapilidis, N.1
Tzagarakis, M.2
Christodoulou, S.3
-
56
-
-
84904490744
-
Seven Vs of Big Data understanding Big Data and extract value
-
Khan, M.A., Uddin, M.F., Gupta, N., Seven Vs of Big Data understanding Big Data and extract value. Proceedings of 2014 Zone 1 Conference of the American Society for Engineering Education (ASEE Zone 1) – IEEE, 2014, 1–5.
-
(2014)
Proceedings of 2014 Zone 1 Conference of the American Society for Engineering Education (ASEE Zone 1) – IEEE
, pp. 1-5
-
-
Khan, M.A.1
Uddin, M.F.2
Gupta, N.3
-
57
-
-
84897562213
-
Big-data applications in the government sector
-
Kim, G.H., Trimi, S., Chung, J.H., Big-data applications in the government sector. Communications of the ACM 57:3 (2014), 78–85.
-
(2014)
Communications of the ACM
, vol.57
, Issue.3
, pp. 78-85
-
-
Kim, G.H.1
Trimi, S.2
Chung, J.H.3
-
58
-
-
44649122227
-
Guidelines for performing systematic review process research in software engineering
-
Online Available at (Accessed on 19th December 2015).
-
Kitchenham, B., Charters, S., Guidelines for performing systematic review process research in software engineering., 2007 Online Available at http://www.citeulike.org/group/14013/article/7874938 (Accessed on 19th December 2015).
-
(2007)
-
-
Kitchenham, B.1
Charters, S.2
-
59
-
-
84919448428
-
Big data analytics: the case of the social security administration
-
Krishnamurthy, R., Desouza, K.C., Big data analytics: the case of the social security administration. Information Polity 19:3/4 (2014), 165–178.
-
(2014)
Information Polity
, vol.19
, Issue.3-4
, pp. 165-178
-
-
Krishnamurthy, R.1
Desouza, K.C.2
-
60
-
-
84875277978
-
Hazy: making it easier to build and maintain big-data analytics
-
Kumar, A., Niu, F., Ré, C., Hazy: making it easier to build and maintain big-data analytics. Communications of the ACM 56:3 (2013), 40–49.
-
(2013)
Communications of the ACM
, vol.56
, Issue.3
, pp. 40-49
-
-
Kumar, A.1
Niu, F.2
Ré, C.3
-
61
-
-
84955749528
-
The anatomy of big data computing
-
Kune, R., Konugurthi, P.K., Agarwal, A., Chillarige, R.R., Buyya, R., The anatomy of big data computing. Software: Practice and Experience 46:1 (2016), 79–105.
-
(2016)
Software: Practice and Experience
, vol.46
, Issue.1
, pp. 79-105
-
-
Kune, R.1
Konugurthi, P.K.2
Agarwal, A.3
Chillarige, R.R.4
Buyya, R.5
-
62
-
-
84873131659
-
Challenges and opportunities with big data
-
Labrinidis, A., Jagadish, H.V., Challenges and opportunities with big data. Proceedings of the VLDB Endowment 5:12 (2012), 2032–2033.
-
(2012)
Proceedings of the VLDB Endowment
, vol.5
, Issue.12
, pp. 2032-2033
-
-
Labrinidis, A.1
Jagadish, H.V.2
-
63
-
-
59849122652
-
‘Computational social science’
-
Lazer, D., Pentland, A., Adamic, L., Aral, S., Baraba´si, A., Brewer, D. Van Alstyne, M., ‘Computational social science’. Science vol. 323:no. 5915 (2009), 721–723.
-
(2009)
Science
, vol.323
, Issue.5915
, pp. 721-723
-
-
Lazer, D.1
Pentland, A.2
Adamic, L.3
Aral, S.4
Baraba´si, A.5
Brewer, D.6
Van Alstyne, M.7
-
64
-
-
84913535124
-
An integration adaptation for real-time Datawarehousing
-
Lebdaoui, I., Orhanou, G., Elhajji, S., An integration adaptation for real-time Datawarehousing. International Journal of Software Engineering and its Applications 8:11 (2014), 115–128.
-
(2014)
International Journal of Software Engineering and its Applications
, vol.8
, Issue.11
, pp. 115-128
-
-
Lebdaoui, I.1
Orhanou, G.2
Elhajji, S.3
-
65
-
-
77955929849
-
Disaster management: findings from a systematic review
-
Lettieri, E., Masella, C., Radaelli, G., Disaster management: findings from a systematic review. Disaster Prevention and Management: An International Journal 18:2 (2009), 117–136.
-
(2009)
Disaster Prevention and Management: An International Journal
, vol.18
, Issue.2
, pp. 117-136
-
-
Lettieri, E.1
Masella, C.2
Radaelli, G.3
-
66
-
-
84918547655
-
Management and application of mobile big data
-
Liao, Z., Yin, Q., Huang, Y., Sheng, L., Management and application of mobile big data. International Journal of Embedded Systems 7:1 (2014), 63–70.
-
(2014)
International Journal of Embedded Systems
, vol.7
, Issue.1
, pp. 63-70
-
-
Liao, Z.1
Yin, Q.2
Huang, Y.3
Sheng, L.4
-
67
-
-
84905024335
-
Toward efficient and privacy-preserving computing in big data era
-
Lu, R., Zhu, H., Liu, X., Liu, J.K., Shao, J., Toward efficient and privacy-preserving computing in big data era. IEEE Network 28:4 (2014), 46–50.
-
(2014)
IEEE Network
, vol.28
, Issue.4
, pp. 46-50
-
-
Lu, R.1
Zhu, H.2
Liu, X.3
Liu, J.K.4
Shao, J.5
-
68
-
-
84887186291
-
Big privacy: protecting confidentiality in big data. XRDS: Crossroads
-
Machanavajjhala, A., Reiter, J.P., Big privacy: protecting confidentiality in big data. XRDS: Crossroads. The ACM Magazine for Students 19:1 (2012), 20–23.
-
(2012)
The ACM Magazine for Students
, vol.19
, Issue.1
, pp. 20-23
-
-
Machanavajjhala, A.1
Reiter, J.P.2
-
69
-
-
85028279801
-
Mission impossible? Data governance process takes on big data
-
Online Available at (Accessed on 9th January 2016).
-
du Mars, R., Mission impossible? Data governance process takes on big data., 2012 Online Available at http://searchdatamanagement.techtarget.com/feature/Mission-impossible-Data-governance-process-takes-on-big-data (Accessed on 9th January 2016).
-
(2012)
-
-
du Mars, R.1
-
70
-
-
84876494973
-
Big data: A revolution that will transform how we live, work, and think
-
Eamon Dolan/Houghton Mifflin Harcourt Boston, MA
-
Mayer-Schönberger, V., Cukier, K., Big data: A revolution that will transform how we live, work, and think. 2013, Eamon Dolan/Houghton Mifflin Harcourt, Boston, MA.
-
(2013)
-
-
Mayer-Schönberger, V.1
Cukier, K.2
-
71
-
-
85053876654
-
Big Data and supply chain management: a review and bibliometric analysis
-
Mishra, D., Gunasekaran, A., Papadopoulos, T., Childe, S.J., Big Data and supply chain management: a review and bibliometric analysis. Annals of Operations Research, 2016, 10.1007/s10479-016-2236-y.
-
(2016)
Annals of Operations Research
-
-
Mishra, D.1
Gunasekaran, A.2
Papadopoulos, T.3
Childe, S.J.4
-
72
-
-
84970953777
-
The Big Data Conundrum: How to define it?
-
Available Online at (Accessed 19th May 2016).
-
MIT Technology Review, The Big Data Conundrum: How to define it?., 2013 Available Online at https://www.technologyreview.com/s/519851/the-big-data-conundrum-how-to-define-it/ (Accessed 19th May 2016).
-
(2013)
-
-
MIT Technology Review1
-
73
-
-
85028277270
-
Big data press release final 2
-
Available (Accessed on 7th October 2015).
-
Office of Science and Technology Policy (OSTP), Executive Office of the President, Big data press release final 2., 2012 Available http://www.whitehouse.gov/sites/default/files/microsites/ostp/big_data_press_release_final_2.pdf (Accessed on 7th October 2015).
-
(2012)
-
-
Office of Science and Technology Policy (OSTP), Executive Office of the President,1
-
74
-
-
81055143771
-
Organizing data governance: findings from the telecommunications industry and consequences for large service providers
-
Otto, B., Organizing data governance: findings from the telecommunications industry and consequences for large service providers. Communications of the Association for Information Systems 29:1 (2011), 45–66.
-
(2011)
Communications of the Association for Information Systems
, vol.29
, Issue.1
, pp. 45-66
-
-
Otto, B.1
-
75
-
-
84907574608
-
NilmDB: the non-intrusive load monitor database
-
Paris, J., Donnal, J.S., Leeb, S.B., NilmDB: the non-intrusive load monitor database. Smart Grid, IEEE Transactions on 5:5 (2014), 2459–2467.
-
(2014)
Smart Grid, IEEE Transactions on
, vol.5
, Issue.5
, pp. 2459-2467
-
-
Paris, J.1
Donnal, J.S.2
Leeb, S.B.3
-
76
-
-
84924257755
-
An analytical journey towards big data
-
Phillips-Wren, G., Hoskisson, A., An analytical journey towards big data. Journal of Decision Systems 24:1 (2015), 87–102.
-
(2015)
Journal of Decision Systems
, vol.24
, Issue.1
, pp. 87-102
-
-
Phillips-Wren, G.1
Hoskisson, A.2
-
77
-
-
10844242089
-
Networking and innovation: a systematic review of the evidence
-
Pittaway, L., Robertson, M., Munir, K., Denyer, D., Neely, A., Networking and innovation: a systematic review of the evidence. International Journal of Management Reviews 5:3‐4 (2004), 137–168.
-
(2004)
International Journal of Management Reviews
, vol.5
, Issue.3-4
, pp. 137-168
-
-
Pittaway, L.1
Robertson, M.2
Munir, K.3
Denyer, D.4
Neely, A.5
-
78
-
-
84906685792
-
A comprehensive view of Hadoop research – a systematic literature review
-
Polato, I., Ré, R., Goldman, A., Kon, F., A comprehensive view of Hadoop research – a systematic literature review. Journal of Network and Computer Applications 46 (2014), 1–25.
-
(2014)
Journal of Network and Computer Applications
, vol.46
, pp. 1-25
-
-
Polato, I.1
Ré, R.2
Goldman, A.3
Kon, F.4
-
79
-
-
67650067587
-
No power struggles: coordinated multi-level power management for the data center
-
In
-
Raghavendra, R., Ranganathan, P., Talwar, V., Wang, Z., Zhu, X., No power struggles: coordinated multi-level power management for the data center. In ACM SIGARCH Computer Architecture News 36:1 (2008), 48–59.
-
(2008)
ACM SIGARCH Computer Architecture News
, vol.36
, Issue.1
, pp. 48-59
-
-
Raghavendra, R.1
Ranganathan, P.2
Talwar, V.3
Wang, Z.4
Zhu, X.5
-
80
-
-
84975070005
-
Big data reduction framework for value creation in sustainable enterprises
-
(Accepted)
-
Rehman, M.H., Chang, V., Batool, A., Teh, Y.W., Big data reduction framework for value creation in sustainable enterprises. International Journal of Information Management, 2016 (Accepted).
-
(2016)
International Journal of Information Management
-
-
Rehman, M.H.1
Chang, V.2
Batool, A.3
Teh, Y.W.4
-
81
-
-
84937439575
-
Managing Big Data.
-
Available Online at: [Accessed 5th January 2016]
-
Russom, P., Managing Big Data. Available Online at: The Data Warehousing Institute., 2013 [Accessed 5th January 2016] https://tdwi.org/articles/2013/10/01/executive-summary-managing-big-data.aspx.
-
(2013)
The Data Warehousing Institute.
-
-
Russom, P.1
-
82
-
-
84939980804
-
Scheduling of big data applications on distributed cloud based on QoS parameters
-
Sandhu, R., Sood, S.K., Scheduling of big data applications on distributed cloud based on QoS parameters. Cluster Computing 18 (2014), 1–12.
-
(2014)
Cluster Computing
, vol.18
, pp. 1-12
-
-
Sandhu, R.1
Sood, S.K.2
-
83
-
-
84900811285
-
Gartner: Top 10 strategic technology trends for 2013
-
Online Available at (Accessed on 3rd March 2016).
-
Savitz, E., Gartner: Top 10 strategic technology trends for 2013., 2012 Online Available at http://www.forbes.com/sites/ericsavitz/2012/10/23/gartner-top-10-strategic-technology-rends-for-2013/ (Accessed on 3rd March 2016).
-
(2012)
-
-
Savitz, E.1
-
84
-
-
84900835291
-
Gartner: 10 critical tech trends for the next five years
-
Online Available at (Accessed on 3rd March 2016)
-
Savitz, E., Gartner: 10 critical tech trends for the next five years., 2012 Online Available at http://www.forbes.com/sites/ericsavitz/2012/10/22/gartner-10-critical-tech-trends-for-the-next-five-years/ (Accessed on 3rd March 2016).
-
(2012)
-
-
Savitz, E.1
-
85
-
-
84925514273
-
Investigating an ontology-based approach for Big Data analysis of inter-dependent medical and oral health conditions
-
Shah, T., Rabhi, F., Ray, P., Investigating an ontology-based approach for Big Data analysis of inter-dependent medical and oral health conditions. Cluster Computing 18:1 (2015), 351–367.
-
(2015)
Cluster Computing
, vol.18
, Issue.1
, pp. 351-367
-
-
Shah, T.1
Rabhi, F.2
Ray, P.3
-
86
-
-
84936759406
-
Active Data: A programming model to manage data life cycle across heterogeneous systems and infrastructures
-
Simonet, A., Fedak, G., Ripeanu, M., Active Data: A programming model to manage data life cycle across heterogeneous systems and infrastructures. Future Generation Computer Systems 53 (2015), 25–42.
-
(2015)
Future Generation Computer Systems
, vol.53
, pp. 25-42
-
-
Simonet, A.1
Fedak, G.2
Ripeanu, M.3
-
87
-
-
84902266308
-
Application of Web 2.0 technologies in E-Government: A United Kingdom case study
-
Sivarajah, U., Irani, Z., Jones, S., Application of Web 2.0 technologies in E-Government: A United Kingdom case study. 2014 47th Hawaii International Conference on System Sciences, 2014, 2221–2230.
-
(2014)
2014 47th Hawaii International Conference on System Sciences
, pp. 2221-2230
-
-
Sivarajah, U.1
Irani, Z.2
Jones, S.3
-
88
-
-
84937485540
-
Evaluating the use and impact of Web 2.0 technologies in local government
-
Sivarajah, U., Irani, Z., Weerakkody, V., Evaluating the use and impact of Web 2.0 technologies in local government. Government Information Quarterly 32:4 (2015), 473–487.
-
(2015)
Government Information Quarterly
, vol.32
, Issue.4
, pp. 473-487
-
-
Sivarajah, U.1
Irani, Z.2
Weerakkody, V.3
-
89
-
-
84894812951
-
Using big data to improve customer experience and business performance
-
Spiess, J., T'Joens, Y., Dragnea, R., Spencer, P., Philippart, L., Using big data to improve customer experience and business performance. Bell Labs Technical Journal 18:4 (2014), 3–17.
-
(2014)
Bell Labs Technical Journal
, vol.18
, Issue.4
, pp. 3-17
-
-
Spiess, J.1
T'Joens, Y.2
Dragnea, R.3
Spencer, P.4
Philippart, L.5
-
90
-
-
81455144799
-
Smart city and the applications
-
Su, K., Li, J., Fu, H., Smart city and the applications. IEEE International Conference on Electronics, Communications and Control (ICECC), 2011, 1028–1031.
-
(2011)
IEEE International Conference on Electronics, Communications and Control (ICECC)
, pp. 1028-1031
-
-
Su, K.1
Li, J.2
Fu, H.3
-
91
-
-
84913535250
-
iCARE: A framework for big data-based banking customer analytics
-
Sun, N., Morris, J.G., Xu, J., Zhu, X., Xie, M., iCARE: A framework for big data-based banking customer analytics. IBM Journal of Research and Development, 58(5/6), 2014, 4-1.
-
(2014)
IBM Journal of Research and Development
, vol.58
, Issue.5-6
, pp. 4-1
-
-
Sun, N.1
Morris, J.G.2
Xu, J.3
Zhu, X.4
Xie, M.5
-
92
-
-
84864274193
-
Big data privacy issues in public social media
-
Szongott, C., Henne, B., von Voigt, G., Big data privacy issues in public social media. 6th IEEE international conference on digital ecosystems technologies (DEST), 2012, 1–6.
-
(2012)
6th IEEE international conference on digital ecosystems technologies (DEST)
, pp. 1-6
-
-
Szongott, C.1
Henne, B.2
von Voigt, G.3
-
93
-
-
84901606996
-
Pareto frontier for job execution and data transfer time in hybrid clouds
-
Taheri, J., Zomaya, A.Y., Siegel, H.J., Tari, Z., Pareto frontier for job execution and data transfer time in hybrid clouds. Future Generation Computer Systems 37 (2014), 321–334.
-
(2014)
Future Generation Computer Systems
, vol.37
, pp. 321-334
-
-
Taheri, J.1
Zomaya, A.Y.2
Siegel, H.J.3
Tari, Z.4
-
94
-
-
84877152833
-
DEMass: a new density estimator for big data
-
Ting, K.M., Washio, T., Wells, J.R., Liu, F.T., Aryal, S., DEMass: a new density estimator for big data. Knowledge and Information Systems 35:3 (2013), 493–524.
-
(2013)
Knowledge and Information Systems
, vol.35
, Issue.3
, pp. 493-524
-
-
Ting, K.M.1
Washio, T.2
Wells, J.R.3
Liu, F.T.4
Aryal, S.5
-
95
-
-
84946105090
-
Big data challenges
-
Tole, A.A., Big data challenges. Database Systems Journal 4:3 (2013), 31–40.
-
(2013)
Database Systems Journal
, vol.4
, Issue.3
, pp. 31-40
-
-
Tole, A.A.1
-
96
-
-
0141888108
-
Towards a methodology for developing evidence-informed management knowledge by means of systematic review
-
Tranfield, D., Denyer, D., Smart, P., Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management 14:3 (2003), 207–222.
-
(2003)
British Journal of Management
, vol.14
, Issue.3
, pp. 207-222
-
-
Tranfield, D.1
Denyer, D.2
Smart, P.3
-
97
-
-
84901007475
-
Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology
-
Van Dijck, J., Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology. Surveillance & Society 12:2 (2014), 197–208.
-
(2014)
Surveillance & Society
, vol.12
, Issue.2
, pp. 197-208
-
-
Van Dijck, J.1
-
98
-
-
84943553776
-
Big data in accounting: an overview
-
Vasarhelyi, M.A., Kogan, A., Tuttle, B.M., Big data in accounting: an overview. Accounting Horizons 29:2 (2015), 381–396.
-
(2015)
Accounting Horizons
, vol.29
, Issue.2
, pp. 381-396
-
-
Vasarhelyi, M.A.1
Kogan, A.2
Tuttle, B.M.3
-
99
-
-
84900796645
-
Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management
-
Waller, M.A., Fawcett, S.E., Data science, predictive analytics, and big data: a revolution that will transform supply chain design and management. Journal of Business Logistics 34:2 (2013), 77–84.
-
(2013)
Journal of Business Logistics
, vol.34
, Issue.2
, pp. 77-84
-
-
Waller, M.A.1
Fawcett, S.E.2
-
100
-
-
84962360985
-
Big data analytics in logistics and supply chain management: certain investigations for research and applications
-
Wang, G., Gunasekaran, A., Ngai, E.W., Papadopoulos, T., Big data analytics in logistics and supply chain management: certain investigations for research and applications. International Journal of Production Economics 176 (2016), 98–110.
-
(2016)
International Journal of Production Economics
, vol.176
, pp. 98-110
-
-
Wang, G.1
Gunasekaran, A.2
Ngai, E.W.3
Papadopoulos, T.4
-
101
-
-
84933527495
-
Big Data Analytics on the characteristic equilibrium of collective opinions in social networks
-
Wang, Y., Wiebe, V.J., Big Data Analytics on the characteristic equilibrium of collective opinions in social networks. International Journal of Cognitive Informatics and Natural Intelligence (IJCINI) 8:3 (2014), 29–44.
-
(2014)
International Journal of Cognitive Informatics and Natural Intelligence (IJCINI)
, vol.8
, Issue.3
, pp. 29-44
-
-
Wang, Y.1
Wiebe, V.J.2
-
102
-
-
84899814530
-
Tutorial: big data analytics: Concepts, technologies, and applications
-
Watson, H.J., Tutorial: big data analytics: Concepts, technologies, and applications. Communications of the Association for Information Systems 34:1 (2014), 1247–1268.
-
(2014)
Communications of the Association for Information Systems
, vol.34
, Issue.1
, pp. 1247-1268
-
-
Watson, H.J.1
-
103
-
-
85028249085
-
SensorMap for wide-area sensor webs. Embedded computing
-
Online Available at (Accessed on 13th March 2016)
-
Web, G., SensorMap for wide-area sensor webs. Embedded computing., 2007 Online Available at http://www.fengzhao.com/pubs/embcomp.pdf (Accessed on 13th March 2016).
-
(2007)
-
-
Web, G.1
-
104
-
-
77956539268
-
IT savvy: What top executives must know to go from pain to gain
-
Harvard Business Press
-
Weill, P., Ross, J.W., IT savvy: What top executives must know to go from pain to gain. 2009, Harvard Business Press.
-
(2009)
-
-
Weill, P.1
Ross, J.W.2
-
105
-
-
85043465738
-
Efficient multi-fidelity simulation optimization
-
Savanna GA
-
Xu, J.S., Zhang, E., Huang, C.-H., Chen, L.H.L., Celik, N., Efficient multi-fidelity simulation optimization. Proceedings of 2014 winter simulation conference, 2014, Savanna, GA.
-
(2014)
Proceedings of 2014 winter simulation conference
-
-
Xu, J.S.1
Zhang, E.2
Huang, C.-H.3
Chen, L.H.L.4
Celik, N.5
-
106
-
-
84905002769
-
Building a network highway for big data: architecture and challenges
-
Yi, X., Liu, F., Liu, J., Jin, H., Building a network highway for big data: architecture and challenges. IEEE Network 28:4 (2014), 5–13.
-
(2014)
IEEE Network
, vol.28
, Issue.4
, pp. 5-13
-
-
Yi, X.1
Liu, F.2
Liu, J.3
Jin, H.4
-
107
-
-
84881117070
-
Sensing as a service and big data
-
Zaslavsky, A., Perera, C., Georgakopoulos, D., Sensing as a service and big data. International Conference on Advances in Cloud Computing (ACC-2012), Bangalore, India, 2012, 21–29.
-
(2012)
International Conference on Advances in Cloud Computing (ACC-2012), Bangalore, India
, pp. 21-29
-
-
Zaslavsky, A.1
Perera, C.2
Georgakopoulos, D.3
-
108
-
-
84983445344
-
A distributed frequent itemset mining algorithm using Spark for Big Data analytics
-
Zhang, F., Liu, M., Gui, F., Shen, W., Shami, A., Ma, Y., A distributed frequent itemset mining algorithm using Spark for Big Data analytics. Cluster Computing 18:4 (2015), 1493–1501.
-
(2015)
Cluster Computing
, vol.18
, Issue.4
, pp. 1493-1501
-
-
Zhang, F.1
Liu, M.2
Gui, F.3
Shen, W.4
Shami, A.5
Ma, Y.6
-
109
-
-
85027923099
-
An evolutionary trend reversion model for stock trading rule discovery
-
Zhang, X., Hu, Y., Xie, K., Zhang, W., Su, L., Liu, M., An evolutionary trend reversion model for stock trading rule discovery. Knowledge-Based Systems 79 (2015), 27–35.
-
(2015)
Knowledge-Based Systems
, vol.79
, pp. 27-35
-
-
Zhang, X.1
Hu, Y.2
Xie, K.3
Zhang, W.4
Su, L.5
Liu, M.6
-
110
-
-
84879298285
-
Massively parallel feature selection: an approach based on variance preservation
-
Zhao, Z., Zhang, R., Cox, J., Duling, D., Sarle, W., Massively parallel feature selection: an approach based on variance preservation. Machine Learning 92:1 (2013), 195–220.
-
(2013)
Machine Learning
, vol.92
, Issue.1
, pp. 195-220
-
-
Zhao, Z.1
Zhang, R.2
Cox, J.3
Duling, D.4
Sarle, W.5
-
111
-
-
85056398345
-
Big Data: Challenges and Opportunities
-
(2014) Akerkar R. CRC Press, Taylor & Francis Group Florida, USA
-
Zicari, R.V., Big Data: Challenges and Opportunities. (2014) Akerkar, R., (eds.) Big data computing, 2014, CRC Press, Taylor & Francis Group, Florida, USA, 103–128.
-
(2014)
Big data computing
, pp. 103-128
-
-
Zicari, R.V.1
|