Data Driven Techniques for Organizing Scientific Articles Relevant to Biomimicry

نویسندگان

  • Yuanshuo Zhao
  • Ioana Baldini
  • Prasanna Sattigeri
  • Inkit Padhi
  • Yoong Keok Lee
  • Ethan Smith
چکیده

Life on earth presents elegant solutions to many of the challenges innovators and entrepreneurs across disciplines face every day. To facilitate innovations inspired by nature, there is an emerging need for systems that bring relevant biological information to this application-oriented market. In this paper, we discuss our approach to assembling a system that uses machine learning techniques to assess a scientific article’s potential usefulness to innovators, and classifies these articles in a way that helps innovators find information relevant to the challenges they are attempting to solve.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Data-Driven Approaches to Improve the Quality of Clinical Processes: A Systematic Review

Background: Considering the emergence of electronic health records and their related technologies, an increasing attention is paid to data driven approaches like machine learning, data mining, and process mining. The aim of this paper was to identify and classify these approaches to enhance the quality of clinical processes. Methods: In order to determine the knowledge related to the research ...

متن کامل

Trends in Agricultural Education Articles: A Five-Year Look (2013-2017)

The purpose of this study was to analyze the trend of scientific articles in the field of agricultural education. The statistical population of the study consisted of all agricultural education articles published in three scientific journals from the years 2013 to 2017 (N = 198). All the articles were studied. SPSS and EXCEL software used to analyze the data. The findings showed that the journa...

متن کامل

Analysis of Scientific Publications in the Field of Ethics in Accounting

Background: Scientific articles represent the efforts of researchers and are useful and valuable source of information and can be taken as a basis for scientific and performance analysis. The purpose of this research is to study the scientific production of the subject area of ethics in accounting. Method: This descriptive-analytical research examined 145 articles of the subject area of ethics ...

متن کامل

PathText: a text mining integrator for biological pathway visualizations

MOTIVATION Metabolic and signaling pathways are an increasingly important part of organizing knowledge in systems biology. They serve to integrate collective interpretations of facts scattered throughout literature. Biologists construct a pathway by reading a large number of articles and interpreting them as a consistent network, but most of the models constructed currently lack direct links to...

متن کامل

Topics of Disasters in Scientific Outputs of Medical Sciences: A Cross-Sectional Study

Background: Accurate and timely information plays an important role in disaster preparedness and this information is partly obtained through research and scientific articles. This study aimed to evaluate the publication status of scientific articles about disasters and accidents in Iranian Medical Journals from 2010 to 2015. Materials and Methods: All Persian articles on the subject of natural...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017