Procedia Computer Science · 2020 · 290 citations · 20 references
ManagementEconomicsEntrepreneurshipArtificial IntelligenceInnovationInternational EntrepreneurshipArtificial Intelligence AdoptionArtificial Intelligence In GovernmentEntrepreneurial InnovationInnovation CommercializationAi Commercialization StrategyAi Value CreationAi-driven InnovationArtificial Intelligence Impact AssessmentEmergenceGlobal Market DevelopmentImpactsSocioeconomic Impact Assessment
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.
20
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2015 · 18.8K citations
DeepFace: Closing the Gap to Human-Level Performance in Face Verification
Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al. · 2014 · 6.6K citations
Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio et al. · 2015 · 6.4K citations
TensorFlow: a system for large-scale machine learning
Martı́n Abadi, Paul Barham, Jianmin Chen et al. · Operating Systems Design and Implementation · 2016 · 6.4K citations