[HTML][HTML] 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 …

[HTML][HTML] DeepPatent: patent classification with convolutional neural networks and word embedding

S Li, J Hu, Y Cui, J Hu - Scientometrics, 2018 - Springer
Patent classification is an essential task in patent information management and patent
knowledge mining. However, this task is still largely done manually due to the unsatisfactory …

PatentNet: multi-label classification of patent documents using deep learning based language understanding

A Haghighian Roudsari, J Afshar, W Lee, S Lee - Scientometrics, 2022 - Springer
Patent classification is an expensive and time-consuming task that has conventionally been
performed by domain experts. However, the increase in the number of filed patents and the …

Automating the search for a patent's prior art with a full text similarity search

L Helmers, F Horn, F Biegler, T Oppermann, KR Müller - PloS one, 2019 - journals.plos.org
More than ever, technical inventions are the symbol of our society's advance. Patents
guarantee their creators protection against infringement. For an invention being patentable …

Patent retrieval

M Lupu, A Hanbury - Foundations and Trends® in …, 2013 - nowpublishers.com
Intellectual property and the patent system in particular have been extremely present in
research and discussion, even in the public media, in the last few years. Without going into …

Automated patent classification for crop protection via domain adaptation

D Christofidellis, MM Lehmann, T Luksch… - Applied AI …, 2023 - Wiley Online Library
Patents show how technology evolves in most scientific fields over time. The best way to use
this valuable knowledge base is to use efficient and effective information retrieval and …

Going beyond CLEF-IP: the 'reality'for patent searchers?

JJ Jürgens, P Hansen, C Womser-Hacker - Information Access Evaluation …, 2012 - Springer
This paper gives an overview of several different approaches that have been applied by
participants in the CLEF-IP evaluation initiative. On this basis, it is suggested that other …

User interface for customizing patents search: an exploratory study

AM Krishna, B Feldman, J Wolf, G Gabel… - HCI International 2016 …, 2016 - Springer
Prior art searching is a critical and knowledge-intensive step in the examination process of a
patent application. Historically, the approach to automated prior art searching is to determine …

[PDF][PDF] Accelerating scientific discovery using domain adaptive language modelling

D Christofidellis - 2023 - pureadmin.qub.ac.uk
Scientific discovery is the process of successful scientific inquiry that allows us to develop
new technologies, solve practical problems, and aid decision-making. This process is a non …

Creating New Concept-Based Representations for Superior Text Analysis and Retrieval

W Shalaby - 2018 - search.proquest.com
Text analytics represent a set of scalable techniques that mine unstructured and semi-
structured textual resources in order to extract useful knowledge for performing a task at …