We propose using text matching to measure the technological similarity between patents. Technology experts from different fields validate the new similarity measure and its improvement on measures based on the United States Patent Classification System, and identify its limitations. As an application, we replicate prior findings on the localization of knowledge spillovers by constructing a case-control group of text-matched patents. We also provide open access to the code and data to calculate the similarity between any two utility patents granted by the United States Patent and Trademark Office between 1976 and 2013, or between any two patent portfolios.nrpages: 37status: publishe
Companies should investigate possible patent infringement and cope with potential risks because pate...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...
We propose using text matching to measure the technological similarity between patents. Technology e...
We propose using text matching to measure the technological similarity between patents. Technology e...
We propose using text matching to measure the technological similarity between patents. Technology e...
We provide open access to the code and data to calculate the text-based similarity between any two u...
The citation network of patents citing prior art arises from the legal obligation of patent applican...
Being able to effectively measure similarity between patents in a complex patent citation network is...
In this study, we examine and validate the use of existing text mining techniques (based on the vect...
In this study we conduct a thorough assessment of the LSA text mining method and its options (prepro...
This paper introduces a measure of the proximity in ideas using unsupervised machine learning. Knowl...
Technology intelligence plays a crucial role for corporate strategy, especially during times of acce...
Technology intelligence plays a crucial role for corporate strategy, especially during times of acce...
© 2016 Elsevier Ltd Similarity measures are fundamental tools for identifying relationships within o...
Companies should investigate possible patent infringement and cope with potential risks because pate...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...
We propose using text matching to measure the technological similarity between patents. Technology e...
We propose using text matching to measure the technological similarity between patents. Technology e...
We propose using text matching to measure the technological similarity between patents. Technology e...
We provide open access to the code and data to calculate the text-based similarity between any two u...
The citation network of patents citing prior art arises from the legal obligation of patent applican...
Being able to effectively measure similarity between patents in a complex patent citation network is...
In this study, we examine and validate the use of existing text mining techniques (based on the vect...
In this study we conduct a thorough assessment of the LSA text mining method and its options (prepro...
This paper introduces a measure of the proximity in ideas using unsupervised machine learning. Knowl...
Technology intelligence plays a crucial role for corporate strategy, especially during times of acce...
Technology intelligence plays a crucial role for corporate strategy, especially during times of acce...
© 2016 Elsevier Ltd Similarity measures are fundamental tools for identifying relationships within o...
Companies should investigate possible patent infringement and cope with potential risks because pate...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...
The purpose of this paper is to explore the correlation between the technological prox- imity measur...