Artificial Intelligence in Business: From Research and Innovation to Market Deployment

被引:79
作者
Soni, Neha [1 ]
Sharma, Enakshi Khular [1 ]
Singh, Narotam [2 ]
Kapoor, Amita [3 ]
机构
[1] Univ Delhi, Dept Elect Sci, South Campus, Delhi 110021, India
[2] Minist Earth Sci, India Meteorol Dept, Informat Commun & Instrumentat Training Ctr, Delhi 110003, India
[3] Univ Delhi, Shaheed Rajguru Coll Appl Sci Women, Delhi 110091, India
来源
INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE | 2020年 / 167卷
关键词
Artificial Intelligence; Fourth Industrial Revolution; Business Analytics; Machine Learning; Deep Learning; Business Intelligence;
D O I
10.1016/j.procs.2020.03.272
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For the last few years, one can see the emergence of a large number of intelligent products and services, their commercial availability and the socioeconomic impact, this raises the question if the present emergence of AI is just hype or does it really have the capability of transforming the world. The paper investigates the wide range of implications of artificial intelligence (AI), and delves deeper into both positive and negative impacts on governments, communities, companies, and individuals. This paper investigates the overall impact of AI - from research and innovation to deployment. The paper addresses the influential academic achievements and innovations in the field of AI; their impact on the entrepreneurial activities and thus on the global market. The paper also contributes in investigating factors responsible for the advancement of AI. For the exploration of entrepreneurial activities towards AI, two lists of top 100 AI start-ups are considered. The inferences obtained from the research will provide an improved understanding of the innovations and the impact of AI on businesses and society in general. It will also provide a better understanding of how AI can transform the business operations and thus the global economy. (C) 2020 The Authors. Published by Elsevier B.V.
引用
收藏
页码:2200 / 2210
页数:11
相关论文
共 36 条
[1]  
Abadi M, 2016, PROCEEDINGS OF OSDI'16: 12TH USENIX SYMPOSIUM ON OPERATING SYSTEMS DESIGN AND IMPLEMENTATION, P265
[2]  
Amita Kapoor, 2019, HANDS ON ARTIFICIAL
[3]  
Amodei D, 2016, PR MACH LEARN RES, V48
[4]  
[Anonymous], 2013, NY TIMES
[5]  
[Anonymous], 2012, XRDS, DOI DOI 10.1145/2331042.2331057
[6]  
[Anonymous], 2015, Tiny ImageNet Visual Recognition Challenge., DOI DOI 10.1109/ICCV.2015.123
[7]   Cholinergic modulation of the medial prefrontal cortex: the role of nicotinic receptors in attention and regulation of neuronal activity [J].
Bloem, Bernard ;
Poorthuis, Rogier B. ;
Mansvelder, Huibert D. .
FRONTIERS IN NEURAL CIRCUITS, 2014, 8
[8]  
CB Insights, MOS ALG
[9]  
Cockburn IainM., 2019, The economics of artificial intelligence: An agenda, P115, DOI DOI 10.7208/CHICAGO/9780226613475.003.0004
[10]  
Firschein O., 1973, IJCAI, P105