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특허의 내적.외적 가치산정요인을 고려한 입체적 특허평가모델: 아레니우스 화학반응속도론 기반의 특허수명예측
A three-dimensional patent evaluation model that considers the factors for calculating the internal and external value of a patent: Arrhenius chemical reaction kinetics-based patent lifespan prediction
- 최용묵;
- 이재원;
- 조대명
초록
This study is a new evaluation using the Arrhenius equation, which is known as the chemical reaction rate estimation equation, to evaluate the intrinsic and extrinsic value elements of patents as a model. The performance of the evaluation model was superior to the SVM, Logistic reg. and ANN models that were used as patent evaluation models in prior studies. In addition, there was a strong correlation between the predicted lifespan of the patent and the actual lifespan of the patent. These evaluation models may be used for evaluation purposes only, or if an evaluation is required, including a commercialization entity or technical characteristics.
키워드
가치평가; 아레니우스; 특허; 수명; 반응속도; 열역학; Evaluation; Arrhenius; Patent; Lifespan; Reaction kinetics; Thermodynamic
- 제목
- 특허의 내적.외적 가치산정요인을 고려한 입체적 특허평가모델: 아레니우스 화학반응속도론 기반의 특허수명예측
- 제목 (타언어)
- A three-dimensional patent evaluation model that considers the factors for calculating the internal and external value of a patent: Arrhenius chemical reaction kinetics-based patent lifespan prediction
- 저자
- 최용묵; 이재원; 조대명
- 발행일
- 2021-06
- 저널명
- 디지털융복합연구
- 권
- 19
- 호
- 6
- 페이지
- 113 ~ 132