Find Jobs
Hire Freelancers

Data Processing, Analysis and Prediction.

$250-750 USD

Closed
Posted about 9 years ago

$250-750 USD

Paid on delivery
This project entails creating a classifier with the ability to predict when a news article published on the web is going to be breaking-news, that is, an article of great importance/interest, or not. For the purpose of this project you will be provided with a .csv data set that contains news article clusters for a certain time period. Each cluster contains an original news article by some news source (e.x CNN) identified by the fact that it has the oldest date value among other articles in the same cluster, and, republished versions of the original news article by other news sources (e.x BBC republished the CNN news article). The columns contained in the csv file are the following: id, url, date, categoryId, siteId, clusterId, count([login to view URL])
Project ID: 7514241

About the project

12 proposals
Remote project
Active 9 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
12 freelancers are bidding on average $919 USD for this job
User Avatar
A proposal has not yet been provided
$555 USD in 10 days
4.9 (140 reviews)
6.9
6.9
User Avatar
Hi, I can do this for you. Please send a massage in the PMB for details.......Best Regards flashsaiful
$555 USD in 10 days
4.9 (111 reviews)
6.5
6.5
User Avatar
Hi, I have done several data mining projects where I did analysis of given data set. For finding published news with greatest importance that what I understand from given detail can be done by counting the republish time for one news id. But as you gave data set attributes how we can find the particular news if it republish; here I mean there should be unique News-Id that assign to each unique news and when it republish by another channel then by that news-Id with different URL( if url of news channel) or with different site-Id( if site-Id is of different channel) we can determine the republish count for each news and by that count we can determine article importance. Or can you please explain on which criteria any news becomes breaking news. what information is given in this data set for finding this. Looking forward to clarify above points. Regards, Rabia
$444 USD in 10 days
5.0 (30 reviews)
5.6
5.6
User Avatar
Hi there, I am an expert on Big Data algorithm programming namely map-reduce, Hive Queries and Pig scripts. Hence I am confident that I will be able to predict the probability of a news article becoming a breaking-news or not. However based on my past experiences I have the following questions :- 1) Do you want any specified type of tool to be used like Apache Mahout ? 2) The classifier logic has to be developed from scratch by me or you already have it ready and I merely need to implement it in your dataset ? Thanks, Souvik
$888 USD in 14 days
5.0 (2 reviews)
4.4
4.4
User Avatar
I am a data scientist/quantitative developer with over 5 years of experience doing analysis and prediction. My interest and expertise in using MS Access,R , Matlab ,weka and Database Development.
$555 USD in 10 days
4.6 (11 reviews)
3.0
3.0
User Avatar
I have taken a graduate level machine learning course back at UPenn. My preferred platform is Matlab. I am bidding low, because I am new to freelancer, but I believe in myself that I will finish this task in a timely manner.
$250 USD in 2 days
5.0 (6 reviews)
2.7
2.7
User Avatar
Hey, I have done projects on matlab regarding machine learning and AI. The best solution to such problems are neural networks or deep learning neural algorithms like the one you have SKYPE translator which can translate languages in real time in context. That's certainly the best algo right now available for deep learning. I can offer you a system with such algorithms. So if you agree we can further discuss in chat....
$500 USD in 10 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi this is Naveen. I am working as a statistical analyst. I have a master's degree in statistics. I am interested work in such a kind of projects. It would be grateful if you can hire me for this project. Thanking you.
$556 USD in 7 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi! Could try to generate boolean gate rules using SVM clustering in text miner. From my experience in news parsing, your real task is other, there could not be a statical classifier of sensation. The classes are only regulators of acceleration on bell/S-shaped curve and the classes model is true only for 2 weeks, then need to recalculated. All could be done with your data now - scoring model depending on text class to measure dynamic of possible news propagation speed. But it would be just weak signal detector and there is a big correlation on other events, location and persons (i.e. situation context), so even after detecting signal within model the chances of "news explode" are not strongly predictable. Are source text and topics available in your DB? If not, only propagation model could be built. Could tell you more if you PM me.
$500 USD in 2 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hi, I am very experienced in fesignning and developing pattern classifiers, predictionalmodels, machine learning, etc. I can design the system to perform the tasks you require. I estimate the project can be completed within 5+7 days. I am able to get started immediately and hope to be able to work with you on this project. Sincerely, Michael Cooke, PhD, RIT
$667 USD in 5 days
0.0 (0 reviews)
0.0
0.0
User Avatar
A proposal has not yet been provided
$555 USD in 10 days
0.0 (0 reviews)
0.0
0.0
User Avatar
This appears to be a reposting of an earlier one on which I had bidded. Before building the classification model, it would be useful to have more information regarding the datasets [ train/test ] and the distribution of the dataset. Estimated Budget : ~ 5000 USD ( Timeline : 25 days ) Price,milestones and timelines flexible and negotiable based on exact project specifications and details. Please refer to my previous bidding in the earlier post for more information.
$5,000 USD in 25 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of TURKEY
Turkey
0.0
0
Member since Mar 3, 2015

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.