[HTML][HTML] Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures

S Arts, J Hou, JC Gomez - Research Policy, 2021 - Elsevier
We develop natural language processing techniques to identify the creation and impact of
new technologies in the population of US patents. We validate the new techniques and their …

Measuring novelty in science with word embedding

S Shibayama, D Yin, K Matsumoto - PloS one, 2021 - journals.plos.org
Novelty is a core value in science, and a reliable measurement of novelty is crucial. This
study proposes a new approach of measuring the novelty of scientific articles based on both …

[PDF][PDF] Technological Innovation Systems: a critical review of quantitative methods

D Weiss - EU-SPRI 2022 conference, 2022 - researchgate.net
Qualitative approaches have dominated the analysis of technological innovation systems
(TIS). However, considering the limited generalizability and time-consuming nature of …

From catching up to industrial leadership: towards an integrated market-technology perspective. An application of semantic patent-to-patent similarity in the wind and …

DS Hain, R Jurowetzki, P Konda… - Industrial and Corporate …, 2020 - academic.oup.com
Studies on catching up and industrial leadership have often used market-related variables to
evaluate the catch-up trajectories of latecomer countries and firms. In this study, we aim to …

Novelpy: A python package to measure novelty and disruptiveness of bibliometric and patent data

P Pelletier, K Wirtz - arXiv preprint arXiv:2211.10346, 2022 - arxiv.org
Novelpy (v1. 2) is an open-source Python package designed to compute bibliometrics
indicators. The package aims to provide a tool to the scientometrics community that …

CSFCube--A Test Collection of Computer Science Research Articles for Faceted Query by Example

S Mysore, T O'Gorman, A McCallum… - arXiv preprint arXiv …, 2021 - arxiv.org
Query by Example is a well-known information retrieval task in which a document is chosen
by the user as the search query and the goal is to retrieve relevant documents from a large …

Turning creative ideas into successful innovations: differential effects of network structure for radical and incremental innovation

J Zhang, J Wang, J Winnink, S Jong - The Journal of Technology Transfer, 2024 - Springer
This paper examines how the collaboration network structure of an innovation site
influences the adoption and future use of its innovations. We explore the effects of tie …

Sails and Anchors: The Complementarity of Exploratory and Exploitative Scientists in Knowledge Creation

P Pelletier, K Wirtz - arXiv preprint arXiv:2312.10476, 2023 - arxiv.org
This paper investigates the relationship between scientists' cognitive profile and their ability
to generate innovative ideas and gain scientific recognition. We propose a novel author …

Text-based Patent-Quality Prediction Using Multi-Section Attention

X Krant - 2023 - fse.studenttheses.ub.rug.nl
The number of patents has increased tremendously in recent years and statistics derived
from patents have become the standard measurement for innovation. Patents statistics are …

[PDF][PDF] Artificial intelligence in science: diffusion and impact

P Pelletier - 2023 - theses.hal.science
Measurable research outputs such as papers, patents, and innovations have been subject to
high enduring growth rates over the last century. Yet, recent empirical evidence suggests …