Text Mining (With Relevancy Score) Based on Existing List + Sentiment Analysis

Completed Posted 7 years ago Paid on delivery
Completed Paid on delivery

NOTE: Bidders who do not read and respond to the project overview document attached will not be considered. **Please Read the Project Brief Before Responding and Provide Info About How You Would Complete This Project in Your Response**

Project Overview

We have need of a text mining and sentiment analysis expert to help us develop a system that will analyze free text Web content and categorize it based on an existing list. Relevancy scoring is required as well as fuzzy text matching. Here are the parameters:

1. We will deliver a series of lists in .csv format that will need to be prepared into a single master list that will be used during text analysis

2. Develop a system that will match Web text against this list and determine whether text in the content matches one or more of the categories and content in the list. Exact and fuzzy matching is required.

3. After text is matched to master list send text on for sentiment analysis using off-the-shelf NLP techniques.

4. If text contains content that is not on the list, analyze the text to determine the probability that content on the list is related to one of the categories/text on the master list. ( One idea we have is to analyze the text for words categories on our list such as "companies, industries, conditions etc. If the text contains these terms, then it is likely that it is related to one of our categories, even if the exact term is not found.) If there is a high probability of a category match, send the text on for human analysis and coding.

5. Create a simple program (to be stored on our server) that would display text (with high probability of being related to a category on the master list) that will facilitate human coding. Once content is submitted, it will be inserted into master list for use during future analysis.

6. This will be a closed system. Content will be submitted to the system for analysis and outputs provided in a format that can be easily visualized (we use [url removed, login to view]).

IMPT: Please see the attached project overview brief for a description of project phases and requirements. In your response, tell us how you would complete this task. The more specifics you provide the better odds you will be awarded the project. We will contact short-listed companies to determine if they understand the requirements and can deliver on the project.

Timeframe for project completion: 2.5 weeks.

We've updated the project document with a slightly edited workflow for non-identified content.

Please review this document as well.

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Project ID: #11782108

About the project

14 proposals Remote project Active 7 years ago

Awarded to:

hiramalik321

Hi there, I've read your project description and I am confident enough that I can handle this project according to your expectations. I have done similar projects before and I want to take over this project as well. If More

$1176 USD in 15 days
(28 Reviews)
5.6

14 freelancers are bidding on average $1581 for this job

MplussoftIndia

Hello, Greetings from Mplussoft! We are Software Development Company with extensive experience and have Skilled experts 45 Professionals around. We dedicate Team for any project as per the size of the Project. More

$1764 USD in 20 days
(68 Reviews)
7.2
AwaisChaudhry

Hello I have read what you exactly need. However, I would like to ask you a few questions. I do work in a smart way and do not rest until I get the job done. Please feel free to contact me anytime so we can have a deta More

$1323 USD in 20 days
(35 Reviews)
6.2