Sentiment Analysis Framework Development

CLOSED
Bids
8
Avg Bid (USD)
$2894
Project Budget (USD)
$1500 - $3000

Project Description:
We ar looking for a social network sentiment analysis expert. The expert should have background in natural languge processing, data mining (text mining) and machine learning algorithms.

The development platform can be selected among any programming language, but Java is preferred. The project requires to develop a novel hybrid sentiment analysis framework with machine learning algorithms. The implementations of some algorithms may be added from existing implementations from Weka or anyother open source software to the developed platform.

The platform should be compatible to different datasets. The platform should allow user to change the configuration of the model easily. For example, changing the classification algorithm of Naive bayes with another classifier should be easily changed.

The developed framework should outperform existing sentiment analysis classifiers in terms of accuracy, precision, etc. metrics. The framework will be tested on several (4-5 different) sentiment benchmark data sets, such as twitter, movie recommendation, etc.

Sample plan for the project is given below: Other plan suggestions are welcome, but the total project deadline is 9 months max and budget is confined to 3000$. Please keep these considerations in mind.

The coder is also expected to submit a "Progress report" at the end of each month.
------------------------------------------------------------------------------------------
Milestones Description
Month 1 Analysis & Propose of Algorithm, Identification of Existing Algorithms, Ensemble Techniques, Identification of Datasets to be used.
Month 2 Implementation and Results of Algorithm 1
Month 3 Implementation and Results of Algorithm 2
Month 4 Implementation and Results of Algorithm 3
Month 5 Implementation and Results of Ensemble Technique 1
Month 6 Implementation and Results of Ensemble Technique 2
Month 7 Implementation and Results of Ensemble Technique 3
Month 8 Comparison of Results of the Individual Algorithms and Ensemble Techniques
---------------------------------------------------------------------------------------------------

Skills required:
Data Mining, Machine Learning
About the employer:
Verified
Public Clarification Board
Bids are hidden by the project creator. Log in as the employer to view bids or to bid on this project.
You will not be able to bid on this project if you are not qualified in one of the job categories. To see your qualifications click here.


Hire alphaedge999
$ 3000
in 90 days
Hire antfilfon
$ 3000
in 3 days
Hire helmot
$ 2947
in 30 days
Hire twell
$ 2888
in 120 days
Hire masterabhijit
$ 2222
in 180 days
Hire aminhosseiny
$ 3000
in 180 days
$ 3092
in 250 days
$ 3000
in 270 days