Unveiling the inventive process from patents by extracting problems, solutions and advantages with natural language processing
Patents are the main means for disclosing an invention. These documents encompass many
steps of the inventive process starting with the definition of the problem to be solved and …
steps of the inventive process starting with the definition of the problem to be solved and …
Improvement of automatic extraction of inventive information with patent claims structure recognition
D Berduygina, D Cavallucci - … of the 2020 Computing Conference, Volume …, 2020 - Springer
Our recent research finding produces methods for automatic extraction of inventive
information out of patents thanks to the use NLP; notably the automatic text processing …
information out of patents thanks to the use NLP; notably the automatic text processing …
Discovering new applications: Cross-domain exploration of patent documents using causal extraction and similarity analysis
M Wang, H Sakaji, H Higashitani, M Iwadare… - World Patent …, 2023 - Elsevier
Determining a technology's potential applications is crucial in assessing its level of
innovation and evaluating its commercial viability. However, patent documents offer limited …
innovation and evaluating its commercial viability. However, patent documents offer limited …
Extraction of keywords of novelties from patent claims
S Suzuki, H Takatsuka - Proceedings of COLING 2016, the 26th …, 2016 - aclanthology.org
There are growing needs for patent analysis using Natural Language Processing (NLP)-
based approaches. Although NLP-based approaches can extract various information from …
based approaches. Although NLP-based approaches can extract various information from …
A digital analysis system of patents integrating natural language processing and machine learning
K Song, C Ran, L Yang - Technology Analysis & Strategic …, 2024 - Taylor & Francis
Technological upgradation is the driving force of social and economic development.
Although technological upgradation is extensively needed, it is characterised as high …
Although technological upgradation is extensively needed, it is characterised as high …
[PDF][PDF] Natural Language Processing for patents analysis and classification
The availability of huge amount of data from a bewildering variety of sources leads to the
well-identified nowadays paradox: an overload of information means no usable knowledge …
well-identified nowadays paradox: an overload of information means no usable knowledge …
Natural language processing (nlp)–a solution for knowledge extraction from patent unstructured data
Patents are valuable source of knowledge and are extremely important for assisting
engineers and decisions makers through the inventive process. This paper describes a new …
engineers and decisions makers through the inventive process. This paper describes a new …
AI for patents: A novel yet effective and efficient framework for patent analysis
Patents provide inventors exclusive rights to their inventions by protecting their intellectual
property rights. However, analyzing patent documents generally requires knowledge of …
property rights. However, analyzing patent documents generally requires knowledge of …
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 …
An eXplainable AI (XAI) model for text-based patent novelty analysis
The technology development cycle continues to accelerate, and novelty analysis is
becoming increasingly important for R&D planning as well as in the patent application …
becoming increasingly important for R&D planning as well as in the patent application …