Technological forecasting (TF) has significantly benefited from data analytics over the past
decades. However, little effort has been made to present an overview of data analytics in TF …

Due to the ever-growing amount of data, computer-aided methods and systems to detect
weak signals and trends for corporate foresight are in increasing demand. To this day, many …

In large technology companies, the requirements for managing and organizing technical
documents created by engineers and managers have increased dramatically in recent …

In this study, we propose a graph convolution network (GCN)-based patent-link prediction to
predict technology convergence. We address the limitations of previous works, which …

The R&D output and global commercialization of intellectual properties (IPs), especially
patents filed in many countries, have increased dramatically over the past decade. The …

The analysis of scientific and technical documents is crucial in the process of establishing
science and technology strategies. One popular method for such analysis is for field experts …

The evaluation of various innovation fields of an emerging technology as well as their
potential impact on a certain market, region, industry, or target group is a part of an …

Technology convergence represents a significant mode of technological innovation that is
widely prevalent across various industries. This innovative approach integrates multiple …

Patents, as technological innovation with commercial values, play a significant role for
increasing enterprise and national competitiveness. Personalized recommendation in online …

Patent analysis is crucial for technology monitoring, forecasting, and assessment, and
facilitates entrepreneurs and different stakeholder groups to develop forward-looking …