machine learning java

Closed Posted 4 years ago Paid on delivery
Closed Paid on delivery

This project proposes an extractive text summarization system for Arabic language. It will follow the machine learning approach(svm) to produce summary .

Input: User enter multi document , size of summary either percentage of summary or number of sentences ,and query which is keyword.

output :is summary.

The project will be in Java and the environment eclipse.

In preprocessing step, we implement:

-steaming

-tokenization

-root extraction

By using CoreNlp

-stop word removal

By using Abo alkhair stop word.

Preprocessing step is done

Then implement the features which are:

-tf-idf (done)

-cos : still not implement.

The library is SVM (regression): libsvm library

Evaluation by :rouge. still not implement.

Note: Explanation during a required online meeting

Java Algorithm Python Machine Learning (ML) Arabic Translator

Project ID: #24479086

About the project

5 proposals Remote project Active 3 years ago

5 freelancers are bidding on average $203 for this job

fabienbenoit1984

Hello! I'd like to deliver text summarization model with a report write up. I'm familiar with theory of probability and computer science. I'll do the job blazingly fast. Please, give me a try!

$896 USD in 1 day
(11 Reviews)
5.2
greencoders

Dear! I am a developer with more than 4 years of experience in development field in a well reputed company. We can make this project towards a long relationship. I have read your requirements; I will be able to get yo More

$20 USD in 1 day
(26 Reviews)
5.0
vishalsha95570

If you want to implement your idea, then I am always ready for you Being a professional developer means to understand all the requirements of the project, and find the best way to implement it with the highest quality. More

$40 USD in 7 days
(9 Reviews)
3.6
AHarkous

Hello, I worked on a research for twitter information source extraction and used Machine learning for text similarity. I applied stanford core NLP for english language, I know it supports Arabic in some way but I didn' More

$50 USD in 7 days
(3 Reviews)
2.0