Synthetic Content Writer


Generation of semi-synthetic textual content for search engine optimization.


Search machines use strong algorithms to gain higher relevance to human related information and filter out recognized synthetic contents. Widely used search indexing algorithms of modern crawlers implements a kind of calculations statistical distribution of occurrence of textual components (words, phrases, idioms) and compare it with values known from a natural language.


The recommended algorithm is based on a multidimensional matrix of normalized item relationship probability and allows computational predictions of occurrence individual content items in a natural language to achieve smooth item randomization without notable statistical distortion. The algorithm is learnable and requires a human teacher in initial learning phase fitting it with example texts to collect the statistic. By “item” is meant an arbitrary subpart of a text – a paragraph, a sentence, a word; the most complexity of the algorithm consists in optimal calculation of a statistical value on all nesting levels.

The work flow:

The process consists of two phases: teaching, and productive generation. The teaching phase is essential at the beginning to achieve a desired level of quality, and is optional later to gain further improvements.


The software provides a special administrative backend interface allowing to:

- enter an example text content, sized in range from a page down to individual words,

- provide categorizing keywords (tags), which will be used internally to track content relations,

- cause the system to generate an example content containing explanations about possible variability of individual text items,

- use a markup to extend the input text with information about special usage cases, but also to enter placeholders, for example individual or company names, addresses and so on, which should be handled differently than the rest of text (%NAME%, %COMPANY% ...)

- eventually repeat the process more times to achieve a desirable result quality,

- save configuration for the text, which will fix up (freeze) the relations in the matrix and allow to reuse gained “artificial knowledge” for next text examples.


For productive usage the software will provide an API allowing external system, for example a CMS module, to query and obtain a generated text by providing:

- a sufficient list of categorizing keywords (tags),

- an identification of requester environment to track already generated results and avoid repeats,

- a list of special values like above mentioned names and addresses, which will be entered in generated text in place of previously marked placeholders.

Additional, the administrative backend will also provide an area to manually enter required values and generate a text for productive use, for example intended to be used externally (email and so on) instead of be delivered by a CMS.

Compétences : MySQL, PHP, Python, Ruby on Rails, Architecture Logicielle

en voir plus : writer names, word search algorithms, text search algorithms, text search algorithm, text compare algorithm, statistical algorithm, solution of probability problems, search algorithm examples, search algorithm example, range search algorithm, production company names, problems in algorithms, problems.algorithms, probability problems with solution, probability problems examples, probability problems, probability example problems with solution, probability and or problems, probability algorithms, php writer software, on the computational complexity of algorithms, names generation, name search algorithms, list search algorithms, list of search algorithms

Concernant l'employeur :
( 0 commentaires ) Hollywood, United States

Nº du projet : #8490066

8 freelance font une offre moyenne de $2741 pour ce travail


Hi, I have read your post and understood your requirement. I have great experience in handling /PHP/MySQL/HTML5/jQuery/Wordpress/Magento/Joomla/Drupal/AngularJS/node.js/CSS3/Java/Python/Django/Javascript/iOS/Andr Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(86 Commentaires)

I can handle such a project easily. I am a fast coder and usually write bug-free code. I won about 35 competitions in algorithms and development. You can look at my resume in the portfolio section at http://freelancer. Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(112 Commentaires)

Dear Hiring Manager, Greetings !! I hope your day is going well and all is good with you. We would like to discuss the project in details before confirming the bid, so kindly let me know when you are available. Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(45 Commentaires)

Ah, it is good to see another serious job posting on here! I can absolutely help you with your web development project. We specialize in eCommerce, Advanced/Complex web development and Mobile App Development. You can Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 90 jours
(21 Commentaires)

Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to work !Ready to Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(39 Commentaires)

A proposal has not yet been provided

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(40 Commentaires)

Thank you for viewing my profile you can check have 5***/5*** also you can check happy customer. always trying to get customer satisfaction. I have gone through your project requirement specification and as per my p Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 20 jours
(12 Commentaires)

Hello Sir/Ma'm, Greetings from WinspireWeb Solution! we are new freelancer at Freelancer, we are glad to brief you about WinspireWeb Solution. Custom Web & Smartphone Apps design & development 2+ years of Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 25 jours
(1 Évaluation)

Hello, Greetings We work for quality and produce quality work . i have gone through your requirement deeply and like to discuss more so we can provide quality work. We work for quality Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 15 jours
(0 Commentaires)

A proposal has not yet been provided

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 30 jours
(0 Commentaires)