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Patent Value Analysis Using Deep Learning Models—The Case of IoT Technology Mining for the Manufacturing Industry
12 references·16 citing·41 second hop
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this work references cited by second hop

References

  • 2004Tech Mining: Exploiting New Technologies for Competitive Advantage411 cited
  • 2004Improving patent valuations for management purposes—validating new indicators by analyzing application rationales383 cited
  • 2013Measuring Patent Quality317 cited
  • 2013Testing patent value indicators on directly observed patent value—An empirical analysis of Ocean Tomo patent auctions259 cited
  • 2011A patent quality analysis for innovative technology and product development208 cited
  • 2004Tech Mining188 cited
  • 2013Do applicant patent citations matter?169 cited
  • 2014The patent portfolio value analysis: A new framework to leverage patent information for strategic technology planning152 cited
  • 2012Patent trolls on markets for technology – An empirical analysis of NPEs’ patent acquisitions147 cited
  • 2012Patent quality and ownership: An analysis of UK faculty patenting143 cited
  • 2011An empirical study on the determinants of essential patent claims in compatibility standards137 cited
  • 2004Time In Purgatory: Examining the Grant Lag for U.S. Patent Applications120 cited

Cited by

  • 2022Data-Driven Innovation: What Is It?98 cited
  • 2023From technology opportunities to ideas generation via cross-cutting patent analysis: Application of generative topographic mapping and link prediction

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55 cited
  • 2022Qualitative and quantitative patent valuation methods: A systematic literature review37 cited
  • 2023Evaluation and identification of potential high-value patents in the field of integrated circuits using a multidimensional patent indicators pre-screening strategy and machine learning approaches36 cited
  • 2023Research on patent quality evaluation based on rough set and cloud model32 cited
  • 2022Investigating the Structure of the Internet of Things Patent Network Using Social Network Analysis32 cited
  • 2026Large Language Models for manufacturing32 cited
  • 2024From technology opportunities to solutions generation via patent analysis: Application of machine learning-based link prediction31 cited
  • 2025Disentangling patent quality: using a large language model for a systematic literature review24 cited
  • 2022Predicting Patent Quality Based on Machine Learning Approach20 cited
  • 2021Strategies for managing intellectual property value: A systematic review17 cited
  • 2021A collaborative evaluation method of the quality of patent scientific and technological resources17 cited
  • 2025A systematic review of artificial intelligence applications and methodological advances in patent analysis16 cited
  • 2023Which type of dynamic indicators should be preferred to predict patent commercial potential?16 cited
  • 2020Mapping the Technological Landscape of Emerging Industry Value Chain Through a Patent Lens: An Integrated Framework With Deep Learning14 cited
  • 2025A comprehensive framework for patent value indicators: Machine learning-driven value prediction in renewable energy patents13 cited