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An Empirical Study on Patent Novelty Detection: A Novel Approach Using Machine Learning and Natural Language Processing
14 references·1 citing·49 second hop
An Empirical Study on Patent Novelty Detection: A Novel Approach Using Machine Learning and Natural Language Processing (2020)An Empirical Study on Patent Novelty Dete…Research on classification and similarity of patent citation based on deep learning (2020)Research on classification an…Patent document clustering with deep embeddings (2020)Patent document clustering wi…Patent Analytic Citation-Based VSM: Challenges and Applications (2020)Patent Analytic Citation-Base…Patent Analytics Based on Feature Vector Space Model: A Case of IoT (2019)Patent Analytics Based on Fea…Automating the search for a patent’s prior art with a full text similarity search (2019)Automating the search for a p…Automated patent landscaping (2018)Automated patent landscapingNovelty-focused patent mapping for technology opportunity analysis (2014)Novelty-focused patent mappin…A literature review on the state-of-the-art in patent analysis (2014)A literature review on the st…Innovation and Its Discontents (2011)Innovation and Its DiscontentsWhen Do Applicants Search for Prior Art? (2010)When Do Applicants Search for…Patent searching: tools & techniques (2007)Patent searching: tools & tec…Collusion and collective action in the patent system: A proposal for patent bounties (2004)Collusion and collective acti…How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth (1993)How High Are the Giants' Shou…How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth (1993)How High Are the Giants' Shou…Activity-to-Skills Framework in the Intellectual Property Big Data Era (2022)Activity-to-Skills Framework …On the Complex Economics of Patent Scope (1990)The Economics of Science (2010)Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry (2016)Papers and patents are becoming less disruptive over time (2023)Santa Clara Computer and High Technology Law Journal (1985)From Free Riders to Fair Followers: Global Competition Under the TRIPS Agreement (1996)Patent office in innovation policy: Nobody's perfect (2010)Prior art: To search or not to search (2010)When Do Generics Challenge Drug Patents? 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References

  • 2011Innovation and Its Discontents678 cited
  • 2014A literature review on the state-of-the-art in patent analysis478 cited
  • 1993How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth446 cited
  • 1993How High Are the Giants' Shoulders: An Empirical Assessment of Knowledge Spillovers and Creative Destruction in a Model of Economic Growth250 cited
  • 2014Novelty-focused patent mapping for technology opportunity analysis184 cited
  • 2010When Do Applicants Search for Prior Art?112 cited
  • 2019Automating the search for a patent’s prior art with a full text similarity search73 cited
  • 2018Automated patent landscaping67 cited
  • 2004Collusion and collective action in the patent system: A proposal for patent bounties66 cited
  • 2020Patent document clustering with deep embeddings59 cited
  • 2007Patent searching: tools & techniques46 cited
  • 2019Patent Analytics Based on Feature Vector Space Model: A Case of IoT41 cited
  • 2020Research on classification and similarity of patent citation based on deep learning32 cited
  • 2020Patent Analytic Citation-Based VSM: Challenges and Applications16 cited

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2022
Activity-to-Skills Framework in the Intellectual Property Big Data Era
9 cited