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Investigating the influence of artificial intelligence on business value in the digital era of strategy: A literature review
For organizations, the development of new business models and competitive advantages
through the integration of artificial intelligence (AI) in business and IT strategies holds …
through the integration of artificial intelligence (AI) in business and IT strategies holds …
Artificial intelligence and corporate innovation: A review and research agenda
Artificial Intelligence (AI) induce corporates to re-design their innovation process. Due to
rapid technological development, synchronization of information systems, and …
rapid technological development, synchronization of information systems, and …
Topic modeling in management research: Rendering new theory from textual data
Increasingly, management researchers are using topic modeling, a new method borrowed
from computer science, to reveal phenomenon-based constructs and grounded conceptual …
from computer science, to reveal phenomenon-based constructs and grounded conceptual …
The application of text mining methods in innovation research: current state, evolution patterns, and development priorities
Unstructured data in the form of digitized text is rapidly increasing in volume, accessibility,
and relevance for research on innovation and beyond. While traditional attempts to analyze …
and relevance for research on innovation and beyond. While traditional attempts to analyze …
[HTML][HTML] The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for …
Big data is increasingly available in all areas of manufacturing and operations, which
presents an opportunity for better decision making and discovery of the next generation of …
presents an opportunity for better decision making and discovery of the next generation of …
Integrating patent analysis into technology roadmap**: A latent dirichlet allocation based technology assessment and roadmap** in the field of Blockchain
This study develops a new analysis method, the latent Dirichlet allocation topic model, and
uses it to perform technology assessment and roadmap** analysis of the blockchain field …
uses it to perform technology assessment and roadmap** analysis of the blockchain field …
Technology identification from patent texts: A novel named entity recognition method
Identifying technologies is a key element for map** a domain and its evolution. It allows
managers and decision makers to anticipate trends for an accurate forecast and effective …
managers and decision makers to anticipate trends for an accurate forecast and effective …
Deep learning for patent landsca** using transformer and graph embedding
Patent landsca** is used to search for related patents during research and development
projects. Patent landsca** is a crucial task required during the early stages of an R & D …
projects. Patent landsca** is a crucial task required during the early stages of an R & D …
Investigating emerging hydrogen technology topics and comparing national level technological focus: Patent analysis using a structural topic model
Hydrogen technology has recently attracted great attention as a new energy technology with
a potential to transform existing energy systems. However, since hydrogen technology is …
a potential to transform existing energy systems. However, since hydrogen technology is …
Automated classification of patents: A topic modeling approach
Due to the rapid increase in technological innovation and corresponding increase in patent
applications, automatic patent classification systems are very helpful for both individual …
applications, automatic patent classification systems are very helpful for both individual …