Keyword Suggestions

Results
 
 
Account Login
 
 
 
 
 

Library Navigation

 
 

Browse Meetings

 
 
 
Tutorial CM7.1 - 21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 1 
Date/Time:
April 17, 2017   8:30am - 10:00am
 
Speaker:
 
Share:
 

This tutorial presents novel computational analytic methods capable of unlocking the human knowledge that’s been documented and archived in the unstructured text of hundreds of millions of scientific publications to extend scientific discovery beyond human capacity, and ways to automate experimental knowledge generation. The instructors will explore pathways for visualizing and comprehending knowledge propagation, evolution, and assessment of scientific research fronts, data-based hypothesis generation and methods for quantifying research impact within the scientific community and beyond.

In Part One of this three-part tutorial, Ichiro Takeuchi discussess the use of informatics techniques to effectively handle, visualize and analyze the large amount of data that are generated from the combinatorial experiments and potential of data mining of publications to establish knowledge-driven research paradigms. In addition to use of multivariate statistical analysis and machine learning techniques, the need for text-based knowledge extraction for further progress is briefly discussed.

This is Part One of a three-part tutorial.
 


 
 
Average Rating: (No Ratings)
  Was great, surpassed expectations, and I would recommend this
  Was good, met expectations, and I would recommend this
  Was okay, met most expectations
  Was okay but did not meet expectations
  Was bad and I would not recommend this
 



Submit
 
Mapping High Explosives in the Vapor-phase with Fluorescence Active Metal-Organic Frameworks (FAMs)
21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 2
21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 3
Introduction to Advanced Imaging and Tomography Techniques for Transmission Electron Microscopy: High-Speed Direct Electron Detectors for In Situ TEM - Part 1
Introduction to Advanced Imaging and Tomography Techniques for Transmission Electron Microscopy: Three-Dimensional Electron Tomographic for Hard and Soft Materials Research - Part 2