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Article spinning is a writing technique used to deceitfully create what appears to be new content from pre-existing works. It is commonly used on the internet by websites as a method of
search engine optimization Search engine optimization (SEO) is the process of improving the quality and quantity of Web traffic, website traffic to a website or a web page from web search engine, search engines. SEO targets unpaid search traffic (usually referred to as ...
(SEO) and by students as a form of plagiarism. Content spinning replaces specific words, phrases, sentences, or even entire paragraphs with alternate versions to provide a slightly different variation with each spin — also known as Rogeting. This process can be completely automated or written manually as often as needed. Early content produced through automated methods often resulted in articles which were hard or even impossible to read. However, as article-spinning techniques were refined, they became more sophisticated and can now result in readable articles which, upon cursory review, can appear original. The practice is sometimes considered to fall under the category of
spamdexing Spamdexing (also known as search engine spam, search engine poisoning, black-hat search engine optimization, search spam or web spam) is the deliberate manipulation of search engine indexes. It involves a number of methods, such as link building ...
, a black hat SEO practice, given that no genuinely new content is created. Website authors use article spinning to reduce the similarity ratio of rather redundant pages or pages with minimal or meaningless or uninformative content and to avoid penalties in the
search engine results page A search engine results page (SERP) is a webpage that is displayed by a search engine in response to a query by a user. The main component of a SERP is the listing of results that are returned by the search engine in response to a Keyword (Inter ...
s (SERPs) for using duplicate content. Article spinning is also used in other applications, such as message personalization and chatbots. Regardless of the application, the result is a proliferation of documents that are all similar but are superficially disguised as being different. The spin-generated documents can prove uninformative to the reader, thereby infuriating the end user.


Automatic spinning

Automatic rewriting can change the meaning of a sentence through the use of words with similar but subtly different meanings to the original. For example, the word "picture" could be replaced by the word "image" or "photo". Thousands of word-for-word combinations are stored in either a text file or database thesaurus to draw from. This ensures that a large percentage of words are different from the original article. The problem with simple automatic writing is that it cannot recognize context or grammar in the use of words and phrases. Poorly-done article spinning can result in unidiomatic phrasing that no human writer would choose. Some spinning may substitute a synonym with the wrong
part of speech In grammar, a part of speech or part-of-speech ( abbreviated as POS or PoS, also known as word class or grammatical category) is a category of words (or, more generally, of lexical items) that have similar grammatical properties. Words that are ...
when encountering a word that can be used as either a noun or a verb, use an obscure word that is only used within very specific contexts, or improperly substitute
proper noun A proper noun is a noun that identifies a single entity and is used to refer to that entity ('' Africa''; ''Jupiter''; '' Sarah''; ''Walmart'') as distinguished from a common noun, which is a noun that refers to a class of entities (''continent, ...
s. For example, "Great Britain" could be auto-spun to "Good Britain". While "good" could be considered a synonym for "great", "Good Britain" does not have the same meaning as "Great Britain". Article spinning can use a variety of methods; a straightforward one is "spintax". Spintax (or spin syntax) uses a marked-up version of text to indicate which parts of the text should be altered or rearranged. The different variants of one paragraph, one or several sentences, or groups of words or words are marked. This spintax can be extremely rich and complex, with many depth levels (nested spinning). It acts as a tree with large branches, then many smaller branches up to the leaves. To create readable articles out of spintax, a specific software application chooses any of the possible paths in the tree; this results in wide variations of the base article without significant alteration to its meaning. As of 2017, there are a number of websites which will automatically spin content for an author, often with the end goal of attracting viewers to a website in order to display advertisements to them.


Manual spinning

Because of the problems with automated spinning, website owners may pay writers or specific companies to perform higher quality spinning manually. Writers may also spin their own articles, allowing them to sell the same articles with slight variations to a number of clients or to use the article for multiple purposes, for example as content and also for article marketing.


Plagiarism and duplicate content

In academia, article spinning is sometimes used by students as a way to plagiarise other people's work while evading detection from their teachers or automated checking devices such as
Turnitin Turnitin (stylized as turnitin) is an Internet-based similarity detection service run by the American company Turnitin, LLC, a subsidiary of Advance Publications. Founded in 1998, it sells its licenses to universities and high schools who the ...
or its
IThenticate iThenticate is a plagiarism detection service for the corporate market, from Turnitin, LLC, which also runs Plagiarism.org. History The service was launched in 2004 and is headquartered in Oakland, California. It is marketed to "publishers, n ...
system. There are many websites offering text-spinning services to students. Unlike
large language model A large language model (LLM) is a language model trained with self-supervised machine learning on a vast amount of text, designed for natural language processing tasks, especially language generation. The largest and most capable LLMs are g ...
s, they are not designed to produce natural sounding writing; rather, they are designed to take a source text and preserve the meaning and structure, but swap out enough synonyms such that plagiarism remains undetected. Google representatives say that Google doesn't penalize websites that host duplicate content, but the advances in filtering techniques mean that duplicate content will rarely feature well in SERPs, which is a form of penalty. In 2010 and 2011, changes to
Google Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial ...
's search algorithm targeting content farms aim to penalize sites containing significant duplicate content. In this context, article spinning might help, as it's not detected as duplicate content.


Criticisms

Article spinning is a way to create what looks like new content from existing content. As such, it can be seen as unethical, whether it is paraphrasing of copyrighted material (to try to evade copyright), deceiving readers into wasting their time for the benefit of the spinner (while not providing additional value to them), or both.


References


Bibliography

* {{Cite journal , last=Akbari , first=Alireza , date=2020-01-07 , title=Spinning-translation and the act of plagiarising: how to avoid and resist , url=https://www.tandfonline.com/doi/full/10.1080/0309877X.2019.1709629 , journal=Journal of Further and Higher Education , language=en , volume=45 , issue=1 , pages=49–64 , doi=10.1080/0309877X.2019.1709629 , issn=0309-877X , via=
Taylor & Francis Taylor & Francis Group is an international company originating in the United Kingdom that publishes books and academic journals. Its parts include Taylor & Francis, CRC Press, Routledge, F1000 (publisher), F1000 Research and Dovepress. It i ...
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