Recommender systems: A systematic review of the state of the art literature and suggestions for future research

F Alyari, N Jafari Navimipour - Kybernetes, 2018 - emerald.com
Purpose This paper aims to identify, evaluate and integrate the findings of all relevant and
high-quality individual studies addressing one or more research questions about …

A survey on deep learning for patent analysis

R Krestel, R Chikkamath, C Hewel, J Risch - World Patent Information, 2021 - Elsevier
Patent document collections are an immense source of knowledge for research and
innovation communities worldwide. The rapid growth of the number of patent documents …

Deriving design feature vectors for patent images using convolutional neural networks

S Jiang, J Luo, G Ruiz-Pava… - Journal of …, 2021 - asmedigitalcollection.asme.org
The patent database is often used by designers to search for inspirational stimuli for
innovative design opportunities because of the large size, extensive variety, and the …

DeepPatent: Large scale patent drawing recognition and retrieval

M Kucer, D Oyen, J Castorena… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
We tackle the problem of analyzing and retrieving technical drawings. First, we introduce
DeepPatent, a new large-scale dataset for recognition and retrieval of design patent …

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 …

Patent image retrieval using transformer-based deep metric learning

K Higuchi, K Yanai - World Patent Information, 2023 - Elsevier
Intellectual property work covers a wide range of areas. In particular, prior art literature
searching in the patent field requires finding documents that can be used to determine …

Image search in patents: a review

N Bhatti, A Hanbury - International journal on document analysis and …, 2013 - Springer
To verify the originality of an invention in a patent, the graphical description available in the
form of patent drawings often plays a critical role. This paper introduces the importance …

Content-based binary image retrieval using the adaptive hierarchical density histogram

P Sidiropoulos, S Vrochidis, I Kompatsiaris - Pattern Recognition, 2011 - Elsevier
This paper proposes a method for binary image retrieval, where the black-and-white image
is represented by a novel feature named the adaptive hierarchical density histogram, which …

Multiple functions of drawings

S Moroni, G Lorini - Journal of Urban Design, 2021 - Taylor & Francis
In the twentieth century, the functions of written or spoken language were extensively
studied. The functions of drawings were studied less. This was largely due to a kind of …

Concept-based patent image retrieval

S Vrochidis, A Moumtzidou, I Kompatsiaris - World Patent Information, 2012 - Elsevier
Recently, the intellectual property and information retrieval communities have shown
increasing interest in patent image retrieval, which could further enhance the current …