Foundations of statistical natural language processing
Foundations of statistical natural language processing
Information Retrieval
Recombinant Uncertainty in Technological Search
Management Science
Text mining techniques for patent analysis
Information Processing and Management: an International Journal
Visualization of patent analysis for emerging technology
Expert Systems with Applications: An International Journal
A novel method for measuring semantic similarity for XML schema matching
Expert Systems with Applications: An International Journal
Introduction to Information Retrieval
Introduction to Information Retrieval
Extracting the significant-rare keywords for patent analysis
Expert Systems with Applications: An International Journal
A patent intelligence system for strategic technology planning
Expert Systems with Applications: An International Journal
Automatic extraction of function-behaviour-state information from patents
Advanced Engineering Informatics
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Given that in terms of technology novel inventions are crucial factors for companies; this article contributes to the identification of inventions of high novelty in patent data. As companies are confronted with an information overflow, and having patents reviewed by experts is a time-consuming task, we introduce a new approach to the identification of inventions of high novelty: a specific form of semantic patent analysis. Subsequent to the introduction of the concept of novelty in patents, the classical method of semantic patent analysis will be adapted to support novelty measurement. By means of a case study from the automotive industry, we corroborate that semantic patent analysis is able to outperform available methods for the identification of inventions of high novelty. Accordingly, semantic patent information possesses the potential to enhance technology monitoring while reducing both costs and uncertainty in the identification of inventions of high novelty.