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Ravali Kruthiventi (Research Plan) (view source)
Revision as of 17:12, 21 March 2017
, 17:12, 21 March 2017no edit summary
===Project - USPTO Assignees, Patent and Citation Data===
==== Assignees Data ====
*Data source:[[Patent Data Processing - SQL Steps | patent database]] (merged data from patent_2015 and patentdata databases)** Issues:citations data contains non numeric patent numbers (likely application numbers, etc)** Solution:***Segregate into smaller tables so that Amir and Marcela can identify patterns***link back to appropriate patent numbers from the patent table** Time to implement:1 day** Priority:** Teams waiting for it:*** Marcela and Amir****Project : [[ Patent Data Wiki Page | Patent data analysis ]]***Jake and James, potentially could need this down the line****Project :[[Leveraged Buyout Innovation (Academic Paper)| LBO data]]
** Deadline:
*Data Source:[[USPTO Assignees Data | USPTO Bulk Data repository]]
** Issues:
*** The script inserts copies of data into the tables.
*** Analysis required on the data to make sure the data was inserted correctly from the XML files.
*** Analysis is also required to determine whether this data is better than the data we have in the patent database right now.
**** Action owners : Amir and Marcela
** Solution:
*** Amir and Marcela and/or I need to look at the data to determine quality
**** If they find that any of this data is better than the data we currently have, I will have to figure out a way to integrate this data into our data model for patent data.
*** Amir and Marcela and/or I will need to delete the copies
** Time to implement:
** Priority:
=== Project - Pattern Recognition on Patent Data through Machine Learning ===
*Data Source:The patent database.
** Plan:
***Technique
****Determine research question to be asked****Scrub data****Determine 3-4 mining\machine learning techniques to best extract patterns****Train the algorithms****Run the algos on sample dataset****Determine the algo with best results****Implement the
** Known Issues:
** Solution:*Dataset to be cleaned, quality analyzed as specified above.**Deliverables***Set of patterns to base further research on***Research paper (?)****Documentation - Wiki page
** Time to implement:
** Priority:
** Teams waiting for it:None
** Deadline:
[[Internal Classification: Research Plans| ]]
[[Category:Work Log]]
