Natural Language Processing script that can be "taught" how to match products

Closed

Description

We have two datasets, which are made of text strings. They are similar but not exactly the same. Humans can distinguish which are correct matches.

Project is to build a system that can learn from the matches we approve vs. decline.

We can effectively limit possible matches to about 10 products. Only a few are correct matches. We need a system that can be taught through example which are correct matches and which are not.

For example:

Aveeno Products, Shampoo or Conditioner, Hair Styling or Skincare

Potential Matches:

1.) Aveeno Facial Care Product, excludes trial sizes and cleansing bars

2.) Aveeno Facial Care Product, excludes trial sizes and cleansing bars

3.) Aveeno Positively Ageless Skin Strengthening Body Lotion or Hand Cream (IE)

4.) Aveeno Active Naturals, sunscreen product ets

5.) Aveeno Sun Care Item, TARGET coupon

6.) Aveeno Hand, Body, or Baby Lotion, excludes trial and 2.5 oz

7.) Aveeno Body Wash or Haircare Prodcut, excludes trial

8.) Aveeno Facial Care or Suncare Product, excludes trial and cleansing bars

9.) Aveeno Hair Care, Videos Available to Watch until 9/1/2012

In this example, 1, 2, 3, 6, 7, 8, are matche

Skills: Machine Learning, Natural Language

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Project ID: #4868543

9 freelancers are bidding on average $1300 for this job

rsonbol

Hi, I have 8 years experience in natural language processing, machine learning and text mining, I can help.. please check PM

$1105 USD in 10 days
(11 Reviews)
5.6
SstatsC

I am a newly minted PhD in Industrial Engineering with experience in all areas of Data Mining, Statistics, and Data Analysis. Let's start a dialog about your project...

$1500 USD in 30 days
(2 Reviews)
3.1
rezabakhshandeh

I can help.

$1263 USD in 15 days
(1 Review)
2.3
Surbhi246

I can do this.

$1000 USD in 15 days
(0 Reviews)
0.0
arsingh1212

Hi! Data Mining experts here.Please see your PMB for details.

$1666 USD in 30 days
(0 Reviews)
0.0
math3asy

Let me help you. I have worked on similar projects before.

$920 USD in 14 days
(0 Reviews)
0.0
mohandesosama

i'm expert in pattern extraction and machine learning.

$1500 USD in 30 days
(0 Reviews)
0.0
zmonk85

I cane easily do this but require payment up-front in full.

$1665 USD in 3 days
(0 Reviews)
0.0
VictorCob

I have a MSC in Computational Linguistics. I have written a couple of software tools on Automatic Summarization, Automatic paraphrasing, POS-tagging, Automatic language detection and sentence splitting. You can check More

$1000 USD in 14 days
(0 Reviews)
0.0
Gooroo

Hi! I believe I can help you through Excel VBA and macros! MS Office and programming professional. I can do this thoroughly and accurately through Excel.

$1100 USD in 3 days
(0 Reviews)
0.0
ssuarezbe

The main problem is to find the correct similarity measures between two text. After that virtually any machine algorithm could give good results. I can help you with this taks.

$1244 USD in 10 days
(0 Reviews)
0.0