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Suggest me the best way of clustering of news articles for news aggregator -

$10-30 USD

Closed
Posted almost 5 years ago

$10-30 USD

Paid on delivery
The project is based on Laravel/ PHP. Here is the case, I get news from several news sources every minute. Basically they are wordpress post, as the script we are using for news aggregator is based on Wordpress Plugin. Now, we are fetching those post to Laravel site via one of those Wordpress to Laravel([login to view URL]). So far, we can using TextRank([login to view URL]), we can do following for any posts: Find sentences, Remove stopwords, Create integer values by find and count the matching words, Change the integer values by the related words' integer values, Normalize values to create scores, Order by scores To be more precise, we can get bag of words from any wordpress Post. Now, I am gonna need a complete algorithm and guide, preferably on PHP(if there is any library) that will be able to cluster/ group lists of articles into a same Coverage table. Coverage can have any data(as whatever you say to make algorithm good), what I think is we need coverage ID field, and a field that accepts array of post ID that is similar to each other and has same Coverage ID. We also have a table called newsTag, that has following field: postId, most important topic mentioned. You can ignore the topic mentioned because, it depends on only the topic that is category, so if we cluster based on topic mentioned from newsTag, we will be limiting clustering ability because in some post there are no topic mentioned. Provide me complete algorithm, based on it, ask me any questions if you need to and send me a PDF file of algorithm and possible an examples.
Project ID: 20076336

About the project

5 proposals
Remote project
Active 5 yrs ago

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5 freelancers are bidding on average $27 USD for this job
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I am specialize in website design and development and are excited for the opportunity to work with you in accomplishing your goals. I am Good at Laravel, PHP. lymsl could you please inbox me more detail about this project
$25 USD in 5 days
4.9 (64 reviews)
6.1
6.1
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Hi, I am a professional “WordPress Developer” have a rich exposure of 5+ years in this field and have developed more than enough WordPress websites from scratch. >> Proficient in PHP, MySQL, HTTPS, Apache/ Nginx, script libraries, APP Integration, Theme development and customization, Plug-ins and widgets, WooCommerce, Payment Gateway Integration, Email Integration, HTML5, XHTML, CSS, JavaScript, jQuery, PSD, Bootstrap, Sass etc. >> Specialized in customization of existing websites to implement new features and further improve their UI/UX. Available for more than 40 hours a week so feel free to contact me anytime. Waiting for your positive response. Thanks & Regards Jishan Khan
$20 USD in 7 days
4.8 (26 reviews)
5.2
5.2
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Hello Employer, I will give you the best result with all my experience and excellent academic skills in your project. You can chat with me and let's get started. I'm ready to begin work ASAP. Awaiting your positive response. Regards, Milind
$20 USD in 7 days
4.5 (8 reviews)
4.0
4.0

About the client

Flag of UNITED STATES
Houston, United States
5.0
9
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Member since Mar 31, 2018

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