Measuring innovation and navigating its unique information issues: A review of the accounting literature on innovation
We review the accounting literature on innovation, focusing on the economic attributes of
innovation that collectively differentiate innovation from other assets: novelty, nonrivalry, and …
innovation that collectively differentiate innovation from other assets: novelty, nonrivalry, and …
[HTML][HTML] Natural language processing for innovation search–Reviewing an emerging non-human innovation intermediary
J Just - Technovation, 2024 - Elsevier
Applying artificial intelligence (AI), especially natural language processing (NLP), to harness
large amounts of information from patent databases, online communities, social media, or …
large amounts of information from patent databases, online communities, social media, or …
[HTML][HTML] Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance
Q Lu, H Chesbrough - Technovation, 2022 - Elsevier
Despite the popularity of open innovation in recent years, studies examining the impact of
open innovation upon firm performance have shown mixed results. Previous empirical work …
open innovation upon firm performance have shown mixed results. Previous empirical work …
Technology identification from patent texts: A novel named entity recognition method
Identifying technologies is a key element for mapping 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 …
[PDF][PDF] Analyzing the user's sentiments of ChatGPT using twitter data
ChatGPT, an advanced language model based on artificial intelligence developed by the
OpenAI, was released to internet users on November 30, 2022, and has attracted a great …
OpenAI, was released to internet users on November 30, 2022, and has attracted a great …
A text-embedding-based approach to measuring patent-to-patent technological similarity
This paper describes an efficiently scaleable approach to measuring technological similarity
between patents by combining embedding techniques from natural language processing …
between patents by combining embedding techniques from natural language processing …
Artificial intelligence and radical innovation: an opportunity for all companies?
Artificial intelligence (AI) is often seen as a key technology for future economic growth.
However, its concrete effects on the emergence of radical innovations and the associated …
However, its concrete effects on the emergence of radical innovations and the associated …
Demystifying the role of natural language processing (NLP) in smart city applications: background, motivation, recent advances, and future research directions
Smart cities provide an efficient infrastructure for the enhancement of the quality of life of the
people by aiding in fast urbanization and resource management through sustainable and …
people by aiding in fast urbanization and resource management through sustainable and …
Natural language processing in-and-for design research
L Siddharth, L Blessing, J Luo - Design Science, 2022 - cambridge.org
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …
techniques to support the design process. Using a heuristic approach, we gathered 223 …
Mining semantic features in patent text for financial distress prediction
C Jiang, Y Zhou, B Chen - Technological Forecasting and Social Change, 2023 - Elsevier
Financial distress prediction has been a popular topic over the decades. Most studies have
used accounting features from financial statements to predict financial distress. Compared to …
used accounting features from financial statements to predict financial distress. Compared to …