Käynnissä

Need a python based, natural language processing solution built

We will require two versions of the software. The first will be a standalone version which is installable on a customer PC, alongside the other prereqs, and should contain a licence key which expires after a defined period. New licence keys can then be provided to allow the user to continue operating the software.

The second version will be cloud based, and this part of the project will take longer to develop, and is dependent upon the success of the first. This will require user level authentication, and an area where the user has access to the reports/analysis they have paid for/requested, along with a safe haven for their data. They should be able to upload their data here, analyse it and output results in whatever format they require (e.g. download/print/email).

It is required that the software should be compatible with all types of system (e.g. Windows, MAC OS, Linux).

A full list of prerequisites will be required on delivery of the solution.

Common Functionality:

Import data from .csv or .xls format into CouchDB. The data import needs to be flexible in that the user should be able to specifiy what fields should be analysed once the data has been imported, and the system should be able to cope with many different datasets (e.g. different fields in each file).

Perform NLP processes on the data, writing the results against the CouchDB record.

Required analysis:

Total word count

Number of different words

Complexity factor (lexical density)

Readability

Total number of characters

Number of characters without spaces

Average syllables per word

Sentence count

Average sentence length (words)

Maximum sentence length (words)

Minimum sentence length (words)

Basic analysis of the words used, sentence lengths,

Sentiment analysis

Word cluster diagram, broken down into paradigmatic and syntagmatic forms so the user can choose which output to have.

Frequency and top words.

There will need to be two versions. Initially, a python based program which will run on a user's PC, containing all of the required elements, plus we will need to install CouchDB etc. This version should require some form of licence key which expires within a fixed time period, and that a new key will need to be provided for. It is anticipated that this installation will need to be able to work on a machine which is not connected to the internet.

The next version will need to be more sophisticated, and should be cloud based, requiring user level authentication to enable users to login to their own section, upload their data and then run the analysis they require, with the results output back to them.

The cloud version will need to allow the user to register their Facebook, Twitter, Google+ etc. social media accounts, and would then be required to monitor those feeds, providing feedback to the user when certain criteria is matched within the posts.

This criteria would include a range of standard items: e.g. profanity, extreme anger/disappointment etc.

The criteria would then allow the user to select certain words or phrases which should then be monitored constantly by the system, providing alerts as required.

Ultimately, we would like the user to be able to turn on automatic responding, whereby the system responds to comments based on an analysis of the response.

For certain customers, we would need to provide automatic, daily outputs of data based on the information collated over the previous day/week/month in a specific format (to be provided later) which contains some elements of the analysis.

The system needs to automatically report on the amount of data being processed per user, what type of analysis is being run, records read, time taken.

All of the systems built must provide a high level of security for the data, and should ultimately provide auditing of the data to ensure that there is a record of who did what when!


We require a cloud based natural language processing system which can
have data imported into it for analysis, and then output back to the
user. It will require user level authentication, and an area where the
user has access to the reports/analysis they have paid for/requested,
along with a safe haven for their data. They should be able to upload
their data here, analyse it and output results in whatever format they
require (e.g. download/print/email).

It is required that the software should be compatible with all types of
system (e.g. Windows, MAC OS, Linux).

A full list of prerequisites will be required on delivery of the solution.

Common Functionality:

Import data from .csv or .xls format into CouchDB. The data import needs
to be flexible in that the user should be able to specifiy what fields
should be analysed once the data has been imported, and the system
should be able to cope with many different datasets (e.g. different
fields in each file).

Perform NLP processes on the data, writing the results against the
CouchDB record.

Required analysis:
Total word count
Number of different words
Complexity factor (lexical density)
Readability
Total number of characters
Number of characters without spaces
Average syllables per word
Sentence count
Average sentence length (words)
Maximum sentence length (words)
Minimum sentence length (words)
Basic analysis of the words used, sentence lengths,
Sentiment analysis
Word cluster diagram, broken down into paradigmatic and syntagmatic
forms so the user can choose which output to have.
Frequency and top words.

The user will be able to register their Facebook, Twitter, Google+ etc.
social media accounts, and the system would then be required to monitor
those feeds, providing feedback to the user when certain criteria is
matched within the posts.

This criteria would include a range of standard items: e.g. profanity,
extreme anger/disappointment etc.
The criteria would then allow the user to select certain words or
phrases which should then be monitored constantly by the system,
providing alerts as required.

The system needs to automatically report on the amount of data being
processed per user, what type of analysis is being run, records read,
time taken.

All of the systems built must provide a high level of security for the
data, and should ultimately provide auditing of the data to ensure that
there is a record of who did what when!

A more full and complete description of the project requirements are contained within the attachment.

Taidot: Big Data, Luonnollinen kieli, NoSQL Couch & Mongo, Python, Sosiaalinen verkostoituminen

Näytä lisää: google cloud print, couchdb, python csv, writing to a file in python, writing software for mac, writing accounts to register, where is social media used, what is time complexity in c, what is time complexity, what is automatic writing, types of social media, types of report writing, type of auditing, top level diagram, time complexity analysis, the need for auditing, python writing to file, python writing to a file, part time social media work, other words for complexity, new haven register, mac writing software, internet auditing, functionality diagram, ensure data security

Tietoa työnantajasta:
( 1 arvostelu ) Redhill, United Kingdom

Projektin tunnus: #4221750

Myönnetty käyttäjälle:

rsonbol

I have 8 years experience in Natural Language Processing, I can do this. please see PM

2000 £ GBP 35 päivässä
(16 arvostelua)
6.1

9 freelanceria on tarjonnut keskimäärin 2067 £ tähän työhön

psfever

need to discuss more details

2000 £ GBP 120 päivässä
(17 arvostelua)
5.5
biddyweb

I can develop the solution for you. Contact me and lets discuss a bit on the requirements.

3000 £ GBP 60 päivässä
(1 arvostelu)
4.2
pythonshell

Python expert here,check pmb

1500 £ GBP 20 päivässä
(8 arvostelua)
2.9
exprtsolution

i can make this project., please check pm..

1600 £ GBP 8 päivässä
(1 arvostelu)
0.0
wfx386

Hello, I am a college student in the US looking to pick up a part time job until at least the end of this semester. I believe my mathematics and computer science background (with Python experience) will be beneficial t Lisää

2500 £ GBP 28 päivässä
(0 arvostelua)
0.0
sandyshankar

Hi, We specialize in building Natural Language Processing solutions. I need certain clarifications which I have mentioned in the private message. Regards, Sandeep

3000 £ GBP 30 päivässä
(0 arvostelua)
0.0
meclinton382

..please check PMB for more detail....

1500 £ GBP 1 päivässä
(0 arvostelua)
0.0
qualifiedcoders

Hi We are interested in your project and read your [url removed, login to view] have completed 150+ big projects in last 5 years. Please check private message board for details.

1500 £ GBP 25 päivässä
(0 arvostelua)
0.0