Create Semantic Search Tool/ Sentiment Analysis to rank essays against a a mark scheme

Closed Posted 5 years ago Paid on delivery

£20-250 GBP

Paid on delivery

Closed Paid on delivery

We are building a way to reduce workload for teachers marking essays.

I need you to build a Python API Semantic Search Tool to enable us to rank essays in order from how much they are similar to a mark scheme or model response, from MOST SIMILAR to LEAST SIMILAR.

Input:

1. Essay question

2. Mark scheme

3. Best Response

Outputs:

1. Python API ranking essays in comparison to the mark scheme and a best response from most similar to least similar. I want to be able to change the mark scheme/ best response according to different assessments in the future.

2. Python API to enable us to:

2.1 identify the meaning in essays? What are they arguing about?

2.2 Compare arguments in essays.

3. Use Sentiment Analysis to track the opinions in student essays about the characters, plot, story etc..

3.1 compare students views on character, plot, story etc..

Resources attached:

1. Mark scheme

2. Model essay that is marked by exam board

3. Assessment Objectives

4. Model Essays

5. Sample essays

6. Information about Macbeth

***MUST ADHERE TO PEP8 STYLE (PYCHARM)***

JSON Machine Learning (ML) Natural Language PHP Python

Project ID: #18330725

About the project

8 proposals Remote project Active 5 years ago

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8 freelancers are bidding on average £253 for this job

topithub's Profile Picture
topithub

Semantic Search Tool/ Sentiment Analysis e are experienced professional team of Developers. We would like to offer our services. can we arrange a meeting for detail discussion.

£150 GBP in 3 days
(33 Reviews)
6.4
suyashdhoot's Profile Picture
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp More

£750 GBP in 3 days
(31 Reviews)
5.7
DarkKnight2206's Profile Picture
DarkKnight2206

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

£135 GBP in 2 days
(33 Reviews)
5.3
prefectworld's Profile Picture
prefectworld

i can Create Semantic Search Tool/ Sentiment Analysis to rank essays against a mark scheme Software Engineer | Neural Networks | DSP | Java,C/C++, Matlab My expertise is centered on designing and developing intellige More

£20 GBP in 2 days
(6 Reviews)
3.7
RhinoTech's Profile Picture
RhinoTech

Hi! I have gone through your requirement. I am a Boston-based PHP developer with several years’ commercial PHP experience in both eCommerce and CMS websites. I have a lot of experience in data integration (using API More

£238 GBP in 3 days
(2 Reviews)
0.0
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