IEEE Technology and Society Magazine - March 2020 - 25

[22] C.M. Jones and D.M. Kammen, "Quantifying
carbon footprint reduction opportunities for US
households and communities," Environmental
Science & Technology, vol. 45, no. 9, pp.
4088-4095, 2011.
[23] L.H. Kaack, G. H. Chen, and M.G. Morgan,
"Truck traffic monitoring with satellite images,"
in Proc. Conf. on Computing & Sustainable
Societies . ACM, 2019, pp. 155-164.
[24] Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition," Proc. IEEE, vol. 86, no. 11,
pp. 2278-2324, 199).
[25] K. Levin, B. Cashore, S. Bernstein, and G.
Auld, "Overcoming the tragedy of super wicked
problems: Constraining our future selves to ameliorate global climate change," Policy Sciences,
vol. 45, no. 2, pp 123-152, 2012.
[26] N.G. McDowell, N.C. Coops, P.S. Beck, J.Q.
Chambers, C. Gangodagamage, J.A. Hicke, and
A.J. Meddens, "Global satellite monitoring
of climate-induced vegetation disturbances."
Trends in Plant Science, vol. 20, no. 2, pp.
114-123, 2015.
[27] Montreal Declaration for a Responsible Development of Artificial Intelligence;
https://www.montrealdeclaration-responsibleai
.com/. accessed Nov. 25, 2019.
[28] R. Nkambou, R. Mizoguchi, and J. Bourdeau,
Eds., Advances in Intelligent Tutoring Systems, vol. 308. Springer, 2010.
[29] S. Nocera, C. Ruiz-Alarcón-Quintero, and
F. Cavallaro, "Assessing carbon emissions from
road transport through traffic flow estimators,"
Transportation Research Part C: Emerging
Technologies, vol. 95, pp. 125-148, 2018.
[30] B.D. Nye, "Intelligent tutoring systems by and
for the developing world: A review of trends and
approaches for educational technology in a global context," Int. J. Artificial Intelligence in
Education, vol. 25, no. 2, pp. 177-203, 2015.
[31] I. Perisic, "How artificial intelligence is shaking up the job market," World Economic
Forum, Sep. 17, 2018; https://www.weforum
.org/agenda/2018/09/artificial-intelligence
-shaking-up-job-market/, accessed Nov. 25, 2019.
[32] P. Pivovarov, A.J. Perotte, E. Grave, J. Angiolillo, C.H. Wiggins, and N. Elhadad, "Learning
probabilistic phenotypes from heterogeneous
EHR data," J. Biomedical Informatics, vol.
58, pp. 156-165, 2015.
[33] 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.
[34] D. Rolnick, P.L. Donti, L.H. Kaack, K. Kochanski, A. Lacoste, K. Sankaran, ... and A. Luccioni,
Tackling Climate Change with Machine
Learning. arXiv preprint arXiv:1906.05433,
2019.
[35] Royal Statistical Society (RSS), A Guide
for Ethical Data Science, 2019; https://www
.actuaries.org.uk/system/files/field/document/
An%20Ethical%20Charter%20for%20Date%20
Science%20WEB%20FINAL.PDF, accessed Nov.
25, 2019.
[36] V. Schmidt, A. Luccioni, S.K. Mukkavilli,
N. Balasooriya, K. Sankaran, J. Chayes, and Y.

[8] C. Conati, K. Porayska-Pomsta, and K. Mavrikis, "MAI in education needs interpretable
machine learning: Lessons from open learner
modelling, arXiv preprint arXiv:1807.00154,
2018.
[9] J. Dastin, "Amazon scraps secret AI recruiting
tool that showed bias against women," Reuters
Business News, Oct. 9, 2018; https://www
.reuters.com/article/us-amazon-com-jobs
-automation-insight/amazon-scraps-secret-ai
-recruiting-tool-that-showed-bias-against-women
-idUSKCN1MK08G, accessed Nov. 25, 2019.
[10] J. Deng, W. Dong, R. Socher, L.J. Li, K. Li,
and L. Fei-Fei, "Imagenet: A large-scale hierarchical image database," in 2009 IEEE Conf.
Computer Vision and Pattern Recognition,
Jun. 2009, pp. 248-255.
[11] C. Duhart, G. Dublon, B. Mayton, and J.
Paradiso, "Deep learning locally trained wildlife
sensing in real acoustic wetland environment,"
in Proc. Int. Symp. Signal Processing and
Intelligent Recognition Systems. Singapore:
Springer, 2018, pp. 3-14.
[12] A. Dutt, M.A. Ismail, and T.A. Herawan, "Systematic review on educational data mining,"
IEEE Access, vol. 5, pp. 15991-16005, 2017.
[13] M. Ghassemi, T. Naumann, P. Schulam,
A.L. Beam, and R. Ranganath, "Opportunities in
machine learning for healthcare," arXiv preprint
arXiv:1806.00388, 2018.
[14] J.A. Golden, "Deep learning algorithms for
detection of lymph node metastases from breast
cancer: Helping artificial intelligence be seen,"
JAMA, vol. 318, no. 22, pp. 2184-2186, 2017.
[15] I. Goodfellow, J. Pouget-Abadie, M. Mirza, B.
Xu, D. Warde-Farley, S. Ozair, ... and Y. Bengio,
"Generative adversarial nets," Advances in
Neural Information Processing Systems,
pp. 2672-2680, 2014.
[16] D. Gotterbarn et al., "ACM code of ethics: A
guide for positive action," Commun. ACM, vol.
61, no. 1, pp.121-128, 2018.
[17] B.W. Head, "Wicked problems in public policy," Public Policy, vol. 3, no. 2, pp. 101-118,
2008.
[18] Y. Hitti, E. Jang, I. Moreno, and C. Pelletier,
"Proposed taxonomy for gender bias in text; A filtering methodology for the gender generalization
subtype," in Proc. First Workshop on Gender
Bias in Natural Language Processing, pp.
8-17, 2019.
[19] J. Hoffmann, L. Maestrati, Y. Sawada, J.
Tang, J.M. Sellier, and Y. Bengio, "Data-driven
approach to encoding and decoding 3-D crystal
structures," arXiv preprint arXiv:1909.00949,
2019.
[20] IPCC, Global Warming of 1.5°C. An
IPCC Special Report on the impacts of
global warming of 1.5°C above pre-industrial levels and related global greenhouse
gas emission pathways, in the context
of strengthening the global response to
the threat of climate change, sustainable
development, and efforts to eradicate poverty, V.P. Masson-Delmotte et al. Eds. 2018.
[21] A. Jobin, M. Ienca, and E. Vayena, "Artificial Intelligence: the global landscape of
ethics guidelines,"arXiv preprint arXiv:
1906.11668, 2019.

MARCH 2020

∕

IEEE TECHNOLOGY AND SOCIETY MAGAZINE

Bengio, "Visualizing the consequences of climate
change using cycle-consistent adversarial networks," arXiv preprint arXiv:1905.03709, 2019.
[37] L.W. Sommer, T. Schuchert, and J. Beyerer,
"Fast deep vehicle detection in aerial images,"
in Proc. 2017 IEEE Winter Conf. on Applications of Computer Vision (WACV), 2017,
pp. 311-319.
[38] M. Szczepan´ski, "Economic impacts of artificial intelligence (AI)," European Parliamentary Research Service, PE 637.967, July 2019;
http://europarl.europa.eu/RegData/etudes/
BRIE/2019/637967/EPRS_BRI(2019)637967
_EN.pdf, accessed Nov. 25, 2019.
[39] P. Suppes and M. Morningstar, "Computerassisted instruction," Science, vol. 166, no.
3903, pp. 343-350, 1969.
[40] IEEE, The IEEE Global Initiative on
Ethics of Autonomous and Intelligent Systems. Ethically Aligned Design: A Vision
for Prioritizing Human Well-being with
Autonomous and Intelligent Systems, 1st
ed., 2019; https://standards.ieee.org/content/
ieee-standards/en/industry-connections/ec/
autonomous-systems.html. accessed Nov. 25,
2019.
[41] UN General Assembly, Universal Declaration of Human Rights, UN General Assembly,
vol. 302, no. 2, 1948.
[42] UN High Commissioner for Refugees
(UNHCR), The Sustainable Development
Goals and Addressing Statelessness, 2017;
https://www.refworld.org/docid/58b6e3364.
html, accessed Nov. 25, 2019.
[43] J.R. Vázquez-Canteli and Z. Nagy, "Reinforcement learning for demand response: A review of
algorithms and modeling techniques," Applied
Energy, vol. 235, pp. 1072-1089, 2019.
[44] S. Voigt, T. Kemper, T. Riedlinger, R. Kiefl, K.
Scholte, and H. Mehl, "Satellite image analysis for
disaster and crisis-management support," IEEE
Trans. Geoscience and Remote Sensing,
vol. 45, no. 6, pp. 1520-1528, 2007.
[45] C. Voyant, G. Notton, S. Kalogirou, M.L.
Nivet, C. Paoli, F. Motte, and A. Fouilloy, "Machine
learning methods for solar radiation forecasting:
A review," Renewable Energy, vol. 105, pp.
569-582, 2017.
[46] S. Wei, Z. Chongchong, and S. Cuiping, "Carbon pricing prediction based on wavelet transform and K-ELM optimized by bat optimization
algorithm in China ETS: The case of Shanghai
and Hubei carbon markets," Carbon Management, vol. 9, no. 6, pp. 605-617, 2018.
[47] J. Wexler, M. Pushkarna, T. Bolukbasi,
M.Wattenberg, F. Viégas, and J. Wilson, "The
What-If Tool: Interactive probing of machine
learning models," IEEE Trans. Visualization
and Computer Graphics, 2019.
[48] J. Wiens, S. Saria, M. Sendak, M. Ghassemi,
V.X. Liu, F. Doshi-Velez ... and P.N. Ossorio, "Do
no harm: A roadmap for responsible machine
learning for health care," Nature Medicine, vol.
25, no. 9, pp. 1337-1340, 2019.
[49] R. Zemel, Y. Wu, K. Swersky, T. Pitassi, and
C. Dwork, "Learning fair representations," in
Proc. Int. Conf. Machine Learning, 2013,
pp. 325-333.

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https://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G https://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G https://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G https://europarl.europa.eu/RegData/etudes/BRIE/2019/637967/EPRS_BRI(2019)637967_EN.pdf https://europarl.europa.eu/RegData/etudes/BRIE/2019/637967/EPRS_BRI(2019)637967_EN.pdf https://standards.ieee.org/content/ieee-standards/en/industry-connections/ec/autonomous-systems.html https://standards.ieee.org/content/ieee-standards/en/industry-connections/ec/autonomous-systems.html https://standards.ieee.org/content/ieee-standards/en/industry-connections/ec/autonomous-systems.html https://www.montrealdeclaration-responsibleai.com/ https://www.montrealdeclaration-responsibleai.com/ https://www.refworld.org/docid/58b6e3364.html https://www.refworld.org/docid/58b6e3364.html https://www.weforum.org/agenda/2018/09/artificial-intelligence-shaking-up-job-market/ https://www.weforum.org/agenda/2018/09/artificial-intelligence-shaking-up-job-market/ https://www.weforum.org/agenda/2018/09/artificial-intelligence-shaking-up-job-market/ https://www.actuaries.org.uk/system/files/field/document/Practical%20Data%20Science%20for%20Actuarial%20Tasks%20v1.8.pdf https://www.actuaries.org.uk/system/files/field/document/Practical%20Data%20Science%20for%20Actuarial%20Tasks%20v1.8.pdf https://www.actuaries.org.uk/system/files/field/document/Practical%20Data%20Science%20for%20Actuarial%20Tasks%20v1.8.pdf

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