Big data, analytics and artificial intelligence for sustainability

被引：13

作者：

Ojokoh, Bolanle A. ^{[1
]}

Samuel, Oluwarotimi W. ^{[2
]}

Omisore, Olatunji M. ^{[3
]}

Sarumi, Oluwafemi A. ^{[4
]}

Idowu, Peter A. ^{[5
]}

Chimusa, Emile R. ^{[6
]}

Darwish, Ashraf ^{[1
,2
,3
,4
,5
,6
]}

Adekoya, Adebayo F. ^{[1
,2
,3
,4
,5
,6
]}

Katsriku, Ferdinand A. ^{[1
,2
,3
,4
,5
,6
]}

机构：

[1] Fed Univ Technol Akure, Dept Informat Syst, Akure, Nigeria

[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Ctr Neural Engn, Shenzhen 518055, Peoples R China

[3] Chinese Acad Sci, Shenzhen Inst Adv Technol, Ctr Med Robot & Minimally Invas Surg Devices, Shenzhen 518055, Peoples R China

[4] Fed Univ Technol Akure, Dept Comp Sci, Akure, Nigeria

[5] Obafemi Awolowo Univ, Dept Comp Sci & Engn, Ife, Nigeria

[6] Univ Cape Town, Inst Infect Dis & Mol Med, Dept Pathol, Cape Town, South Africa

来源：

SCIENTIFIC AFRICAN | 2020年 / 9卷

关键词：

Big data; Analytics; Machine learning; Africa; Artificial intelligence; Sustainability;

D O I：

10.1016/j.sciaf.2020.e00551

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Big data technologies, Analytics and Artificial Intelligence are great tools with capabilities to accomplish complex tasks at levels beyond human skills. The trio are becoming more and more prominent these days as they can be utilized to collect, organize, and analyze large varied data sets in order to reveal hidden patterns and trends that can help address several problems peculiar to sustainable development. Nevertheless, a number of challenges arise in the process of exploring these technologies for proffering solutions. This special issue presents novel research approaches adopted in Africa in relation to Big Data, Analytics and Artificial Intelligence in different domains. It also presents the challenges and issues that can be explored in the future. (c) 2020 Published by Elsevier B.V. on behalf of African Institute of Mathematical Sciences / Next Einstein Initiative. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)

引用

页数：6

共 27 条

[1] Facial micro-expression recognition: A machine learning approach [J].

Adegun, Iyanu Pelumi ;

Vadapalli, Hima Bindu .

SCIENTIFIC AFRICAN, 2020, 8

[2] Performance analysis of fuzzy analytic hierarchy process multi-criteria decision support models for contractor selection [J].

Afolayan, Abimbola H. ;

Ojokoh, Bolanle A. ;

Adetunmbi, Adebayo O. .

SCIENTIFIC AFRICAN, 2020, 9

[3]

Ahmad Saba, 2018, 2018 International Conference on Advances in Computing, Communication Control and Networking (ICACCCN). Proceedings, P256, DOI 10.1109/ICACCCN.2018.8748774

[4]

Akinloye F.O., 2020, SCI AFR, DOI [10.1016/j.sciaf.2020.e00514, DOI 10.1016/J.SCIAF.2020.E00514]

[5]

[Anonymous], 2013, 17 INT DAT ENG APPL

[6]

Biuk-Aghai RP, 2016, IEEE REGION 10 SYMP, P173, DOI 10.1109/TENCONSpring.2016.7519399

[7] Post genome-wide association analysis: dissecting computational pathway/network-based approaches [J].

Chimusa, Emile R. ;

Dalvie, Shareefa ;

Dandara, Collet ;

Wonkam, Ambroise ;

Mazandu, Gaston K. .

BRIEFINGS IN BIOINFORMATICS, 2019, 20 (02) :690-700

[8]

Feldman J., 2001, International Encyclopedia of the Social & Behavioral Sciences Online, P792, DOI [10.1016/B0-08-043076-7/01613-2, DOI 10.1016/B0-08-043076-7/01613-2]

[9] A Brief Introduction on Big Data 5Vs Characteristics and Hadoop Technology [J].

Ishwarappa ;

Anuradha, J. .

INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONVERGENCE (ICCC 2015), 2015, 48 :319-324

[10]

Ismail KA, 2016, IEEE CONF OPEN SYST, P13, DOI 10.1109/ICOS.2016.7881981

← 1 2 3 →