Trends and priority shifts in artificial intelligence technology invention: A global patent analysis

H Fujii, S Managi - Economic Analysis and Policy, 2018 - Elsevier
This study is the first to apply a decomposition framework to clarify the determinants of AI
technology invention. Consisting of 13,567 AI technology patents for the 2000–2016 period …

Patent analysis for technology development of artificial intelligence: A country-level comparative study

CY Tseng, PH Ting - Innovation, 2013 - Taylor & Francis
Artificial intelligence (AI) plays a key role in knowledge economies, because it can be used
to develop systems that think like humans, act like humans, think rationally, and act rationally …

Artificial intelligence trends based on the patents granted by the united states patent and trademark office

HHN Abadi, M Pecht - IEEE Access, 2020 - ieeexplore.ieee.org
This paper analyzes artificial intelligence (AI)-related patents that were granted by the US
Patent and Trademark Office (USPTO) between January 2008 and December 2018. The …

Identifying artificial intelligence (AI) invention: A novel AI patent dataset

AV Giczy, NA Pairolero, AA Toole - The Journal of Technology Transfer, 2022 - Springer
Artificial intelligence (AI) is an area of increasing scholarly and policy interest. To help
researchers, policymakers, and the public, this paper describes a novel dataset identifying …

Identifying and measuring developments in artificial intelligence: Making the impossible possible

S Baruffaldi, B van Beuzekom, H Dernis, D Harhoff… - 2020 - oecd-ilibrary.org
This paper identifies and measures developments in science, algorithms and technologies
related to artificial intelligence (AI). Using information from scientific publications, open …

Mapping technological innovation dynamics in artificial intelligence domains: Evidence from a global patent analysis

N Liu, P Shapira, X Yue, J Guan - Plos one, 2021 - journals.plos.org
Artificial intelligence (AI) is emerging as a technology at the center of many political,
economic, and societal debates. This paper formulates a new AI patent search strategy and …

Evaluating the competitiveness of enterprise's technology based on LDA topic model

X Wang, X Yang, X Wang, M Xia… - Technology Analysis & …, 2020 - Taylor & Francis
With the advent of the knowledge economy, technology has become the foundation of
advancement for many enterprises. To maintain a lasting competitive edge, enterprises must …

[HTML][HTML] Identifying potential technological spin-offs using hierarchical information in international patent classification

H Sasaki, I Sakata - Technovation, 2021 - Elsevier
As the relationships among technologies become more complex, technological
convergence is occurring in many fields, resulting in technological spin-offs in which …

A novel approach to forecast promising technology through patent analysis

G Kim, J Bae - Technological Forecasting and Social Change, 2017 - Elsevier
Forecasting promising technology is a relevant opportunity for management of companies
and countries. Furthermore, researchers in research and development (R&D) have recently …

Identifying technological topics and institution-topic distribution probability for patent competitive intelligence analysis: a case study in LTE technology

B Wang, S Liu, K Ding, Z Liu, J Xu - Scientometrics, 2014 - Springer
An extended latent Dirichlet allocation (LDA) model is presented in this paper for patent
competitive intelligence analysis. After part-of-speech tagging and defining the noun phrase …