AI KR CG interests

On Thu, 13 Jun 2019 07:43:29 +0800, Paola Di Maio <paoladimaio10@gmail.com> wrote:

> Tell us about your interest in AI KR, what can the CG do for you


Right now I am working on representing results from NLP semantic (term) analysis in the legal domain.
I render the results in RDF and build DTM/TDM models in R using the Predictive Analytics Framework
product on AWS. 
https://aws.amazon.com/marketplace/pp/B00SK3VN1E

I am working with my partner, Skye Suh, on two specific efforts.
 
1. https://sites.google.com/view/fire-2019-aila/track-description
Our hopes are that our domain representation models provide us a competitive advantage.


2. We have a paper at Graphorum 2019 – Chicago, IL
https://www.dataversity.net/graphorum-2019-chicago-il/

Our presentation focuses on text analytics to assist in making an informed decision to decrease the probability of application denial.  More specifically, as relates to the non-immigrant visa (L-1A and L-1B) used by foreign companies to bring key employees to the United States. The process of applying, obtaining, and entering in on L-1 status costs upwards of USD 5,000.00, and routinely take 3 to 4 months for a decision.  Further, USCIS routinely issues Requests for Evidence (RFE), which require the petitioner to resubmit or prepare evidentiary documentation, which results in escalated costs and time delays. The use of text analytics can be used to increase the probability of obtaining an approved petition.  Our process, using The Predictive Analytics Framework, an open source based operating environment allows the user to review, extract, and isolate the specific use of word choices that promote an approved application. We describe our process to construct a document-term matrix (DTM) from petitions and then fit a model to the corpus thereby showing how classification can allow us to improve the likelihood of petition acceptance. Text analytics can be a powerful tool in decision making to decrease time and effort preparing applications and deciding whether to continue with the application process.

We also have several AI KR representation interests for object detection in computer vision CV.
http://vpics.sphere188.com/

More specifically, we have been using Haar feature-based cascade classifiers for use in security, sports and property management domains.

Received on Thursday, 13 June 2019 13:01:25 UTC