Identification of Technology Terms in Patents
نویسندگان
چکیده
Natural language analysis of patents holds promise for the development of tools designed to assist analysts in the monitoring of emerging technologies. One component of such tools is the identification of technology terms. We describe an approach to the discovery of technology terms using supervised machine learning and evaluate its performance on subsets of patents in three languages: English, German, and Chinese.
منابع مشابه
تحلیل پتنت بااستفاده از داده کاوی برای شناسایی و تعیین ارتباطات میان فناوری ها
Analyzing technologies relationships can provide insight into technological strategies and maximizing the profits. Patents are integral parts of intellectual property rights including significant information about developed technologies. Due to the increasing amount of patents, data mining method is proposed for patent analysis. Thus, weighted association rules have been used for patent analysi...
متن کاملمدل اپیدمی یک مفهوم در رده های موضوعی پروانههای ثبت اختراع: مطالعه موردی اصطلاح RFID
The current research aims at studying the epidemic model of the term RFID within the classes of patents. Methodology: The research is descriptive and has been conducted based on the mathematical models of diseases. Research population consists of 35,627 granted patents from the USPTO database those which the terms RFID or Radio Frequency Identification occur in their titles or abstracts. Data a...
متن کاملروند تکامل فناوری؛ مورد مطالعه: تحلیل ردههای موضوعی پروانههای ثبت اختراع RFID
The aim of the current research is the analysis of patent classes to recognize the subject areas of RFID technology. The research is a descriptive one and uses the clustering and the social network analysis techniques for data analysis. The research population consisted of 35, 627 patents that the term “RFID” or “Radio Frequency Identification” occurred in their abstracts or titles. Data analys...
متن کاملCreating patents on the new technology using analogy-based patent mining
Patents on the new technology–a technology not yet commercialized and in an early stage of its life cycle–give firms many benefits. However, existing methods are inadequate because of dependencies on customers and physical prototypes. And there is lack of systems, focused on a problem identification process or an inter-technological comparison. In this research, to remedy existing limitations, ...
متن کاملتحلیل موضوعی پروانههای ثبت اختراع مخترعان ایرانی در پایگاه‌های بین المللی ثبت اختراع در فاصله سالهای 2011-1976
Background and Aim: Patents are used as indicators to assess the growth of science and technology in a given country or area. They are examined to determine the research potentials of research centers, universities, and inventors. This study aims to map the past and current trends in patenting activities with a view to understanding better and tracking the changing nature of science and technol...
متن کامل