[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 …

L Aristodemou, F Tietze - World Patent Information, 2018 - Elsevier
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 …

Patent retrieval: a literature review

W Shalaby, W Zadrozny - Knowledge and Information Systems, 2019 - Springer
With the ever increasing number of filed patent applications every year, the need for effective
and efficient systems for managing such tremendous amounts of data becomes inevitably …

Multidimensional Scientometric indicators for the detection of emerging research topics

H Xu, J Winnink, Z Yue, H Zhang, H Pang - Technological Forecasting and …, 2021 - Elsevier
The detection of emerging research topics (ERTs) is an important step in the promotion of
potentially promising research. In this paper, we first distinguish the concept of ERT from that …

Patent mining: a survey

L Zhang, L Li, T Li - ACM Sigkdd Explorations Newsletter, 2015 - dl.acm.org
Patent documents are important intellectual resources of protecting interests of individuals,
organizations and companies. Different from general web documents, patent documents …

Deep learning for predicting patent application outcome: The fusion of text and network embeddings

H Jiang, S Fan, N Zhang, B Zhu - Journal of Informetrics, 2023 - Elsevier
Patents have been increasingly used as an instrument to study innovation strategies and
financial performance of firms recently. Early prediction of patent application success can …

Establish a patent risk prediction model for emerging technologies using deep learning and data augmentation

YC Chi, HC Wang - Advanced Engineering Informatics, 2022 - Elsevier
Technology patents are considered the source and bedrock of emerging technologies.
Patents create value in any enterprise. However, obtaining patents is time consuming …

[HTML][HTML] Evaluation and identification of potential high-value patents in the field of integrated circuits using a multidimensional patent indicators pre-screening strategy …

Z Hu, X Zhou, A Lin - Journal of Informetrics, 2023 - Elsevier
Early identification of high-value patents has strategic and technological importance to firms,
institutions, and governments. This study demonstrates the usefulness of the machine …

A collaborative evaluation method of the quality of patent scientific and technological resources

Y Wu, Y Ji, F Gu, J Guo - World Patent Information, 2021 - Elsevier
A justified patent quality evaluation method is critical to improving the sharing efficiency of
scientific and technological resources in online platforms. We propose a collaborative …

Identifying valuable patents: A deep learning approach

L Aristodemou - 2021 - repository.cam.ac.uk
Big data is increasingly available in all areas of manufacturing, which presents value for
enabling a competitive data-driven economy. Increased data availability presents an …

Novel mixed-encoding for forecasting patent grant duration

R Dutt, P Rathi, V Krishna - World Patent Information, 2021 - Elsevier
In an age when data is regarded as the most essential commodity, organizations are racing
to use it for better decision making. The quality of the patent portfolio is an important …