Good Morning Everyone,
I'm gonna offer an interesting job that requires programming skills in java and a little knowledge of machine learning (on Natural Language Processing).
This is a module of the project, very small and very simple!
The budget for this job is $135,00
In general, this project aims at investigating how is possible to recognize an object (Nokia 9010, Nokia 3310, Samsung Galaxy S3, Galaxy S3,...) from its name.
Let's start by choosing a category (i.e. mobile phones), I will provide you with a database of several objects belonging to that category. The objects have been collected from different websites (like Amazon, ebay,..) for this reason their names could appear differently, even if we deal with the same object.
Let's consider this example:
"Samsung Galaxy S3 mini"
"Samsung Galaxy S3"
If I make use of the "Edit Distance" as a metric to measure the similarity between these results, I'm not able to understand that "Galaxy S3" AND "Samsung Galaxy S3" are the same object. This happens because "Galaxy S3" seems to be closer to "Galaxy Tab" with just 3 miss characters.
I want to explore a good scoring function which allows me to solve this problem in terms of Precision/Recall.
- First step i a Database connection
- The code should be written in Java Code ([url removed, login to view], [url removed, login to view], [url removed, login to view])
- any other external library without copyright is allowed - please let me know in that case.
- I need the JavaDoc, and a well commented source code (it's a requirement)
- I require the NDA before starting this work
- The code and every information must be deleted after the job
This work is a first step of a big project, so if you like to work with me, we can continue to add new modules.
I look forward to hearing from you!
12 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön
Hi, I already have knowledge in Java and machine learning.I have read your proposal. Can you please give me your sample dataset. I can show you demo later. Please let me know. Thanks.
Hi, I am PhD student on machine learning and computer vision. Actually, I have several papers about object detection and classification. Let me know more details about your project. Thanks.