answersLogoWhite

0


Best Answer

Classifying research papers into patent classification systems enables an exhaustive and effective invalidity search, prior art search, and technical trend analysis. However, it is very costly to classify research papers manually. Therefore, we have studied automatic classification of research papers into a patent classification system. To classify research papers into patent classification systems, the differences in terms used in research papers and patents should be taken into account. This is because the terms used in patents are often more abstract or creative than those used in research papers in order to widen the scope of the claims. It is also necessary to do exhaustive searches and analyses that focus on classification of research papers written in various languages. To solve these problems, we propose some classification methods using two machine translation models. When translating English research papers into Japanese, the performance of a translation model for patents is inferior to that for research papers due to the differences in terms used in research papers and patents. However, the model for patents is thought to be useful for our task because translation results by patent translation models tend to contain more patent terms than those for research papers. To confirm the effectiveness of our methods, we conducted some experiments using the data of the Patent Mining Task in the NTCIR-7 Workshop. From the experimental results, we found that our method using translation models for both research papers and patents was more effective than using a single translation model.

User Avatar

Wiki User

12y ago
This answer is:
User Avatar

Add your answer:

Earn +20 pts
Q: Classification of research methodology
Write your answer...
Submit
Still have questions?
magnify glass
imp
Related questions

What is research instrument in research methodology?

research instrument in research methodology is a research instrument in research methodology.


What is the importance of knowledge logic and method on social science research methodology?

what is importance of knowledge,logic,methods in research methodology what is importance of knowledge,logic,methods in research methodology what is importance of knowledge,logic,methods in research methodology what is importance of knowledge,logic,methods in research methodology what is importance of knowledge,logic,methods in research methodology what is importance of knowledge,logic,methods in research methodology


What is the difference between research design and methodology?

The difference between research design and methodology is in their meaning. Research design is the model used for the research while methodology refers to the specific methods used.


Which is the role of information technology in research methodology?

Information technology allows the systematic approach of sources in research methodology


What has the author Walter B Weimer written?

Walter B. Weimer has written: 'Notes on the methodology of scientific research' -- subject(s): Methodology, Philosophy, Research, Science, Theory of Knowledge 'Notes on the methodology of sciencitific research' -- subject(s): Methodology, Philosophy, Research, Science, Theory of Knowledge


What is the similarity between research methodology and research methods?

no


What does research methodology mean?

is an abstraction or constitiution of the research


What is the Significance of research in research methodology?

signifint of reseach


What is the similarities between research methodology and research methods?

no


What are the element of research methodology?

Crucial elements of research methodology include the approach, design and the analysis. If any one of these factors are biased it will impact the results of the research.


Can research methodology ever be interested?

NO!


What is the translation of research methodology and design in Filipino?

Methodology is Paglalahad ng mga Datos and Research Design is Dibuho ng Pananaliksik