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Content similarity detection information


Plagiarism detection or content similarity detection is the process of locating instances of plagiarism or copyright infringement within a work or document. The widespread use of computers and the advent of the Internet have made it easier to plagiarize the work of others.[1][2]

Detection of plagiarism can be undertaken in a variety of ways. Human detection is the most traditional form of identifying plagiarism from written work. This can be a lengthy and time-consuming task for the reader[2] and can also result in inconsistencies in how plagiarism is identified within an organization.[3] Text-matching software (TMS), which is also referred to as "plagiarism detection software" or "anti-plagiarism" software, has become widely available, in the form of both commercially available products as well as open-source[examples needed] software. TMS does not actually detect plagiarism per se, but instead finds specific passages of text in one document that match text in another document.

  1. ^ Culwin, Fintan; Lancaster, Thomas (2001). "Plagiarism, prevention, deterrence and detection". CiteSeerX 10.1.1.107.178. Archived from the original on 18 April 2021. Retrieved 11 November 2022 – via The Higher Education Academy.
  2. ^ a b Bretag, T., & Mahmud, S. (2009). A model for determining student plagiarism: Electronic detection and academic judgement. Journal of University Teaching & Learning Practice, 6(1). Retrieved from http://ro.uow.edu.au/jutlp/vol6/iss1/6
  3. ^ Macdonald, R., & Carroll, J. (2006). Plagiarism—a complex issue requiring a holistic institutional approach. Assessment & Evaluation in Higher Education, 31(2), 233–245. doi:10.1080/02602930500262536

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Content similarity detection

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Duplicate content

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results pages (SERPs) for duplicate content considered “spammy.” Plagiarism detection or content similarity detection is the process of locating instances...

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Labs. Content similarity detection Document classification Outline of object recognition Music information retrieval Search by sound Video content analysis...

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thesis with content similarity detection for potential plagiarism cases. Misconduct cases would move from an uninformed general similarity score to a precise...

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Turnitin

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Turnitin (stylized as turnitin) is an Internet-based similarity detection service run by the American company Turnitin, LLC, a subsidiary of Advance Publications...

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Semantic similarity

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the likeness of their meaning or semantic content[citation needed] as opposed to lexicographical similarity. These are mathematical tools used to estimate...

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Video copy detection

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Video copy detection is the process of detecting illegally copied videos by analyzing them and comparing them to original content. The goal of this process...

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motivate people to study the most. Copyright Author editing Content similarity detection Academic dishonesty Comparison of anti-plagiarism software LanguageTool...

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written by chatbot ChatGPT". The Guardian. Artificial intelligence content detection Ethics of artificial intelligence Natural language processing OpenAI...

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models. The top performing models with the highest detection accuracy were analyzed for similarities and differences; these findings are areas of interest...

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envelope detection, chroma, and auditory representations. Musical knowledge structures: analysis of tonality, rhythm, and harmonies. Sound similarity: methods...

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transition detection (or simply shot detection) also called cut detection is a field of research of video processing. Its subject is the automated detection of...

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High frequency content measure

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can be useful for some applications, such as onset detection. The measure has close similarities to the spectral centroid measure, being essentially...

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Medoid

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representative of the content of a cluster instead of the length. Jaccard similarity, also known as the Jaccard coefficient, measures the similarity between two...

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Recommender system

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that could suggest items based on general user trends or apparent similarities in content. In comparison, AI-powered systems have the capability to detect...

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a list of publicly available content-based image retrieval (CBIR) engines. These image search engines look at the content (pixels) of images in order to...

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Computer vision

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Sub-domains of computer vision include scene reconstruction, object detection, event detection, activity recognition, video tracking, object recognition, 3D...

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Unicheck

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(previously known as Unplag) is a cloud-based plagiarism detection software that finds similarities, citations and references in texts. Unicheck is primarily...

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relevant information. Keyword Detection: Autoencoders can be trained to identify keywords and important concepts within the content of web pages. This can assist...

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Information

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information retrieval, intelligence gathering, plagiarism detection, pattern recognition, anomaly detection and even art creation. Often information can be viewed...

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Music information retrieval

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surprisingly few are based upon MIR techniques, instead of making use of similarity between users or laborious data compilation. Pandora, for example, uses...

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Social network analysis

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extent to which actors form ties with similar versus dissimilar others. Similarity can be defined by gender, race, age, occupation, educational achievement...

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MediaWiki

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existence detection, unless an extension is installed to treat blanked pages as though they were nonexistent. Blanking also leaves the content accessible...

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"Structural superposition of proteins with unknown alignment and detection of topological similarity using a six-dimensional search algorithm". Proteins. 23 (2):...

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