IEEE Technology and Society Magazine - September 2019 - 90
decisions by layer-wise relevance propagation," PloS one, vol. 10,
no. 7, p. e0130140, 2015.
[7] D. Boyd and K. Crawford, "Critical questions for big data: Provocations for a cultural, technological, and scholarly phenomenon,"
Information, communication & Society, vol. 15, no. 5, pp. 662-
679, 2012.
[8] D. Brooks, "The philosophy of data," New York Times, vol. 4,
2013.
[9] D. Butler, "When Google got flu wrong," Nature, vol. 494, no.
7436, p. 155, 2013.
[10] S. Corbett-Davies and S. Goel, "The measure and mismeasure
of fairness: A critical review of fair machine learning," arXiv preprint arXiv:1808.00023, 2018.
[11] Y.-A. De Montjoye, C.A. Hidalgo, M. Verleysen, and V.D. Blondel,
"Unique in the crowd: The privacy bounds of human mobility," Scientific Rep., vol. 3, p.1376, 2013.
[12] E. Derman and P. Wilmott, "The financial modelers' manifesto," 2009; https://papers.ssrn.com/sol3/papers.cfm?abstract
id=1324878.
[13] H. Ekbia, M. Mattioli, I. Kouper, G. Arave, A. Ghazinejad, T. Bowman, V.R. Suri, A. Tsou, S. Weingart, and C.R. Sugimoto, "Big data,
bigger dilemmas: A critical review," J. Association for Information
Science and Technology, vol. 66, no. 8, pp. 523-1545, 2015.
[14] D.A Freedman, "Statistical models and shoe leather, Sociological Methodology, pp. 291-313, 1991.
[15] K. Fung, Numbersense: How to Use Big Data to Your Advantage. McGraw-Hill, 2013.
[16] N. Giatrakos, N. Katzouris, A. Deligiannakis, A. Artikis, M.
Garofalakis, G. Paliouras, H. Arndt, R. Grasso, R. Klinkenberg, M.
Ponce De Leon, G.G. Tartaglia, A. Valencia, and D. Zissis, "Interactive extreme: Scale analytics towards battling cancer," IEEE
Technology and Society Mag., vol. 38, no. 2, pp. 54-61, June
2019.
[17] L.H. Gilpin, D. Bau, B.Z. Yuan, A. Bajwa, M. Specter, and
L. Kagal, "Explaining explanations: An approach to evaluating interpretability of machine learning," arXiv preprint
arXiv:1806.00069, 2018.
[18] J. Ginsberg, M. H Mohebbi, R.S. Patel, L. Brammer, M.S. Smolinski, and L. Brilliant, "Detecting influenza epidemics using search
engine query data," Nature, vol. 457, no. 7232, p. 1012, 2009.
[19] I. Abaker, T. Hashem, I. Yaqoob, N.B. Anuar, S. Mokhtar, A.
Gani, and S.U. Khan, "The rise of big data on cloud computing:
Review and open research issues," Information Systems, vol. 47,
pp. 98-115, 2015.
[20] D. Helbing, B.S. Frey, G. Gigerenzer, E. Hafen, M. Hagner, Y.
Hofstetter, J. van den Hoven, R.V. Zicari, and A. Zwitter, "Will democracy survive big data and artificial intelligence," Scientific American, vol. 25, 2017.
[21] M. Jerven, Poor Numbers: How We are Misled by African
Development Statistics and What to Do About It. Cornell Univ.
Press, 2013.
[22] M. Jerven, "How much will a data revolution in development
cost?," in Forum for Development Studies, vol. 44. Taylor & Francis,
2017, pages 31-50.
[23] M. Jerven and M.E. Duncan, "Revising GDP estimates in subSaharan Africa: Lessons from Ghana," African Statistical J., vol.
15, pp. 13-24, 2012.
[24] S.J. Walker, "Big data: A revolution that will transform how we
live, work, and think," Int. J. Advertising, vol. 33, no. 1, pp. 181183, 2014.
[25] D. Kahneman, D. Lovallo, and O. Sibony, "Before you make
that big decision," Harvard Bus. Rev., vol. 89, no. 6, pp. 50-60,
2011.
[26] R. Kitchin, "Big data, new epistemologies and paradigm shifts,"
Big Data & Society, vol. 1, no. 1, p. 2053951714528481, 2014.
[27] I.M. Kloumann and J.M. Kleinberg, "Community membership
identification from small seed sets," in Proc. 20th ACM SIGKDD
Int. Conf. Knowledge Discovery and Data Mining. ACM, 2014, pp.
1366-1375.
[28] D. Lazer, R. Kennedy, G. King, and A. Vespignani, "The parable
of Google Flu: traps in big data analysis," Science, vol. 343, no.
6176, pp. 1203-1205, 2014.
90
[29] R.A. Lewis, J.M. Rao, and D.H Reiley, "Here, there, and everywhere: Correlated online behaviors can lead to overestimates of
the effects of advertising," in Proc. 20th Int. Conf. World Wide Web.
ACM, 2011, pp. 157-166.
[30] D Lovallo and O Sibony, "The case of behavioral strategy,"
McKinsey Quart., Mar. 2010.
[31] A. McAfee, E. Brynjolfsson, T.H. Davenport, D.J. Patil, and D.
Barton, "Big data: The Management Revolution, Harvard Business
Rev., vol. 90, no. 10, pp. 60-68, 2012.
[32] E.M. Mirkes, T.J Coats, J. Levesley, and A.N. Gorban, "Handling
missing data in large healthcare dataset: A case study of unknown
trauma outcomes," Computers in Biology and Medicine, vol. 75,
pp. 203-216, 2016.
[33] B.D. Mittelstadt and L. Floridi, "The ethics of big data: Current
and foreseeable issues in biomedical contexts," Science and Engineering Ethics, vol. 22, no. 2, pp. 303-341, 2016.
[34] J.M. Morse, "Cherry picking": Writing from thin data," Qualitative Health Res., vol. 20, no. 1, p. 3, 2010.
[35] Engineering National Academies of Sciences, Medicine et al.,
Refining the Concept of Scientific Inference When Working
with Big Data: Proceedings of a Workshop. National Acad.
Press, 2017.
[36] C. O'Neil, Weapons of Math Destruction: How Big Data
Increases Inequality and Threatens Democracy. New York, NY:
Crown, 2016.
[37] J. Pearl and D. Mackenzie, The Book of Why: The New Science
of Cause and Effect, 1st ed. New York, NY: Basic, 2018.
[38] M. Price and P. Ball, "Selection bias and the statistical patterns of mortality in conflict," Statistical J. IAOS, vol. 31, no. 2, pp.
263-272, 2015.
[39] J. Qadir, A. Ali, R. ur Rasool, A. Zwitter, A. Sathiaseelan, and J.
Crowcroft, "Crisis analytics: Big data-driven crisis response," J. of
Int. Humanitarian Action, vol. 1, no. 1, p. 12, 2016.
[40] M.T. Ribeiro, S. Singh, and C. Guestrin, "Why should I trust you?:
Explaining the predictions of any classifier," in Proc. 22nd ACM
SIGKDD Int. Conf. Knowledge Discovery and Data Mining. ACM,
2016, pp. 1135-1144.
[41] J.C. Scott, Seeing Like a State: How Certain Schemes to
Improve the Human Condition Have Failed. New Haven, CT: Yale
Univ. Press, 1998.
[42] T. Shelton, A. Poorthuis, and M. Zook, "Social media and the
city: Rethinking urban socio-spatial inequality using user-generated
geographic information," Landscape and Urban Planning, vol. 142,
pp. 198-211, 2015.
[43] N. Silver, The Signal and the Noise: Why So Many Predictions
Fail - But Some Don't. Penguin, 2012.
[44] U. Sivarajah, M.M. Kamal, Z. Irani, and V. Weerakkody, "Critical
analysis of big data challenges and analytical methods," J. Business Res., vol. 70, pp. 263-286, 2017.
[45] G.D. Smith and S. Ebrahim, "Data dredging, bias, or confounding: They can all get you into the BMJ and the Friday papers, BMJ:
British Medical J., vol. 325, no. 7378, p. 1437, 2002.
[46] L. Sweeney, "Simple demographics often identify people
uniquely," Health (San Francisco), vol. 671, pp. 1-34, 2000.
[47] H.I. Weisberg, Willful Ignorance. Wiley, 2014.
[48] E.W. Weisstein, Bonferroni correction, 2004; accessed Aug, 13,
2018.
[49] H. White, "A reality check for data snooping," Econometrica,
vol. 68, no. 5, pp. 1097-1126, 2000.
[50] D.H Wolpert, "The lack of a priori distinctions between learning algorithms," Neural Computation, vol. 8, no. 7, pp. 1341-1390,
1996.
[51] R.V. Zicari and Andrej Zwitter, "Data for humanity: An open
letter," Scientific American, Feb. 25, 2016; accessed Aug, 11,
2018.
[52] A. Zwitter, Humanitarian Intelligence: A Practitioner's Guide
to Crisis Analysis and Project Design. Rowman & Littlefield,
2016.
[53] A. Zwitter and M. Boisse-Despiaux, "Blockchain for humanitarian
action and development aid," J. Int. Humanitarian Action, vol. 3,
no. 1, pp. 1-7, 2018.
IEEE TECHNOLOGY AND SOCIETY MAGAZINE
∕
SEPTEMBER 2019
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2038570
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2038570
IEEE Technology and Society Magazine - September 2019
Table of Contents for the Digital Edition of IEEE Technology and Society Magazine - September 2019
Contents
IEEE Technology and Society Magazine - September 2019 - Cover1
IEEE Technology and Society Magazine - September 2019 - Cover2
IEEE Technology and Society Magazine - September 2019 - 1
IEEE Technology and Society Magazine - September 2019 - Contents
IEEE Technology and Society Magazine - September 2019 - 3
IEEE Technology and Society Magazine - September 2019 - 4
IEEE Technology and Society Magazine - September 2019 - 5
IEEE Technology and Society Magazine - September 2019 - 6
IEEE Technology and Society Magazine - September 2019 - 7
IEEE Technology and Society Magazine - September 2019 - 8
IEEE Technology and Society Magazine - September 2019 - 9
IEEE Technology and Society Magazine - September 2019 - 10
IEEE Technology and Society Magazine - September 2019 - 11
IEEE Technology and Society Magazine - September 2019 - 12
IEEE Technology and Society Magazine - September 2019 - 13
IEEE Technology and Society Magazine - September 2019 - 14
IEEE Technology and Society Magazine - September 2019 - 15
IEEE Technology and Society Magazine - September 2019 - 16
IEEE Technology and Society Magazine - September 2019 - 17
IEEE Technology and Society Magazine - September 2019 - 18
IEEE Technology and Society Magazine - September 2019 - 19
IEEE Technology and Society Magazine - September 2019 - 20
IEEE Technology and Society Magazine - September 2019 - 21
IEEE Technology and Society Magazine - September 2019 - 22
IEEE Technology and Society Magazine - September 2019 - 23
IEEE Technology and Society Magazine - September 2019 - 24
IEEE Technology and Society Magazine - September 2019 - 25
IEEE Technology and Society Magazine - September 2019 - 26
IEEE Technology and Society Magazine - September 2019 - 27
IEEE Technology and Society Magazine - September 2019 - 28
IEEE Technology and Society Magazine - September 2019 - 29
IEEE Technology and Society Magazine - September 2019 - 30
IEEE Technology and Society Magazine - September 2019 - 31
IEEE Technology and Society Magazine - September 2019 - 32
IEEE Technology and Society Magazine - September 2019 - 33
IEEE Technology and Society Magazine - September 2019 - 34
IEEE Technology and Society Magazine - September 2019 - 35
IEEE Technology and Society Magazine - September 2019 - 36
IEEE Technology and Society Magazine - September 2019 - 37
IEEE Technology and Society Magazine - September 2019 - 38
IEEE Technology and Society Magazine - September 2019 - 39
IEEE Technology and Society Magazine - September 2019 - 40
IEEE Technology and Society Magazine - September 2019 - 41
IEEE Technology and Society Magazine - September 2019 - 42
IEEE Technology and Society Magazine - September 2019 - 43
IEEE Technology and Society Magazine - September 2019 - 44
IEEE Technology and Society Magazine - September 2019 - 45
IEEE Technology and Society Magazine - September 2019 - 46
IEEE Technology and Society Magazine - September 2019 - 47
IEEE Technology and Society Magazine - September 2019 - 48
IEEE Technology and Society Magazine - September 2019 - 49
IEEE Technology and Society Magazine - September 2019 - 50
IEEE Technology and Society Magazine - September 2019 - 51
IEEE Technology and Society Magazine - September 2019 - 52
IEEE Technology and Society Magazine - September 2019 - 53
IEEE Technology and Society Magazine - September 2019 - 54
IEEE Technology and Society Magazine - September 2019 - 55
IEEE Technology and Society Magazine - September 2019 - 56
IEEE Technology and Society Magazine - September 2019 - 57
IEEE Technology and Society Magazine - September 2019 - 58
IEEE Technology and Society Magazine - September 2019 - 59
IEEE Technology and Society Magazine - September 2019 - 60
IEEE Technology and Society Magazine - September 2019 - 61
IEEE Technology and Society Magazine - September 2019 - 62
IEEE Technology and Society Magazine - September 2019 - 63
IEEE Technology and Society Magazine - September 2019 - 64
IEEE Technology and Society Magazine - September 2019 - 65
IEEE Technology and Society Magazine - September 2019 - 66
IEEE Technology and Society Magazine - September 2019 - 67
IEEE Technology and Society Magazine - September 2019 - 68
IEEE Technology and Society Magazine - September 2019 - 69
IEEE Technology and Society Magazine - September 2019 - 70
IEEE Technology and Society Magazine - September 2019 - 71
IEEE Technology and Society Magazine - September 2019 - 72
IEEE Technology and Society Magazine - September 2019 - 73
IEEE Technology and Society Magazine - September 2019 - 74
IEEE Technology and Society Magazine - September 2019 - 75
IEEE Technology and Society Magazine - September 2019 - 76
IEEE Technology and Society Magazine - September 2019 - 77
IEEE Technology and Society Magazine - September 2019 - 78
IEEE Technology and Society Magazine - September 2019 - 79
IEEE Technology and Society Magazine - September 2019 - 80
IEEE Technology and Society Magazine - September 2019 - 81
IEEE Technology and Society Magazine - September 2019 - 82
IEEE Technology and Society Magazine - September 2019 - 83
IEEE Technology and Society Magazine - September 2019 - 84
IEEE Technology and Society Magazine - September 2019 - 85
IEEE Technology and Society Magazine - September 2019 - 86
IEEE Technology and Society Magazine - September 2019 - 87
IEEE Technology and Society Magazine - September 2019 - 88
IEEE Technology and Society Magazine - September 2019 - 89
IEEE Technology and Society Magazine - September 2019 - 90
IEEE Technology and Society Magazine - September 2019 - 91
IEEE Technology and Society Magazine - September 2019 - 92
IEEE Technology and Society Magazine - September 2019 - Cover3
IEEE Technology and Society Magazine - September 2019 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2023
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_december2022
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_september2022
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_june2022
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2022
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_december2021
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_september2021
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_june2021
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2021
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_december2020
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_september2020
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_june2020
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2020
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_december2019
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_september2019
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_june2019
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2019
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_december2018
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_september2018
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_june2018
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_march2018
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_winter2017
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_fall2017
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_summer2017
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_spring2017
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_winter2016
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_fall2016
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_summer2016
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_spring2016
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_winter2015
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_fall2015
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_summer2015
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_spring2015
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_winter2014
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_fall2014
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_summer2014
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_spring2014
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_winter2013
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_fall2013
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_summer2013
https://www.nxtbook.com/nxtbooks/ieee/technologysociety_spring2013
https://www.nxtbookmedia.com