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Turnitin

From Wikipedia, the free encyclopedia
Internet-based plagiarism-prevention service

Turnitin
Type of businessSubsidiary
Type of site
OnlineSaaS editor
Founded1998
Headquarters2101 Webster Street Suite 1800Oakland, California 94612,
United States
Area servedWorldwide
IndustryEducation
ParentAdvance Publications
URLwww.turnitin.comEdit this at Wikidata
CommercialYes
RegistrationYes
Users
  • 16,000 institutions
  • (71M+ students)
Content license
Proprietary
Location of Turnitin's Oakland office

Turnitin (stylized asturnitin) is an Internet-basedsimilarity detection service run by the American company Turnitin, LLC, asubsidiary ofAdvance Publications. Thesoftware as a service (SaaS) website allows users to check submitted documents against its database and the content of other websites to identifyplagiarism. As of 2025, the company licenses access to its services to over 16,000 universities and high schools worldwide, with more than 71 million students enrolled.[1][2]

In the UK, the service is supported and promoted byJISC as "Plagiarism Detection Service Turnitin UK". The Service is operated by iParadigms, in conjunction with Northumbria Learning, the European reseller of the service.[3]

Company history

[edit]

Turnitin originated in 1994 at the University of California, Berkeley, where graduate student John M. Barrie developed an online peer-review system that later evolved into plagiarism-detection software.[4] To commercialize the system, he and collaborators Christian Storm, Emmanuel (Max-Emmanuel) Briand and Melissa Lipscomb established iParadigms LLC in 1996.[5] Development of the Turnitin platform progressed over the next several years. The company introduced the Turnitin service in 1998, launched its precursor sitePlagiarism.org to the public in April 1999, and released Turnitin.com more broadly in early 2000.[4][6][7]

In 2018, Turnitin acquired the plagiarism-detection service VeriCite, expanding its presence among U.S. higher-education institutions.[8] The following year, it was purchased by Advance Publications for US$1.75 billion, marking one of the largest acquisitions in the educational-technology sector at the time.[9] Turnitin continued to broaden its reach by acquiring Unicheck in 2020[10] and Ouriginal in 2021, the latter formed from the merger of Urkund and PlagScan.[11] These additions consolidated Turnitin’s position as a leading provider of academic-integrity and text-matching software worldwide.

Functionality

[edit]

The Turnitin software checks for potentially unoriginal content by comparing submitted papers to several databases using a proprietaryalgorithm. It scans its own databases and also has licensing agreements with large academic proprietary databases.[citation needed]

Results can identify similarities with existing sources and can also be used informative assessment to help students learn to avoid plagiarism and improve their writing.[12]

Turnitin, LLC also runs the informational website plagiarism.org and offers a similar plagiarism-detection service for newspaper editors and book and magazine publishers callediThenticate. Other tools included with the Turnitinsuite are GradeMark (online grading andcorrective feedback) and PeerMark (student peer-review service).

Artificial intelligence content detection

[edit]

In early 2023, Turnitin released a feature that aims to detect content generated by artificial intelligence applications likeChatGPT; however, the accuracy ofAI content detection remains a topic of debate.[13]

Later that year, some schools disabled Turnitin'sAI detection software due to concerns that, like all other AI detection tools,[14] the software is not entirely accurate.[15][16] Concerns arose after cases were brought with students alleging Turnitin falsely accused them of using AI.[17][18] This has happened when students use the grammar-correcting softwareGrammarly, which is recommended for student use by many schools.[19][20][21] Turnitin says that they believe about 1% of the papers they flag as AI-written were actually written by humans, and that a much higher rate is generated by AI but not flagged.[14][22]

Student-paper database

[edit]

The essays submitted by students are stored in a database used to check for plagiarism. This prevents one student from using another student's paper by identifying matching text between papers. In addition to student papers, the database contains a copy of the publicly accessible Internet, with the company using aweb crawler to add content to Turnitin's archive continually. It also contains commercial and/or copyrighted pages from books, newspapers, and journals.

As of June 2025, the company's student-paper database contained 1.9 billion submissions.[1]

Classroom integration

[edit]

If requested by teachers, students can upload their papers directly to the service for teachers to access them there. Teachers may also submit student papers to Turnitin.com as individual files, by bulk upload, or as aZIP file. Teachers can further set assignment-analysis options so that students can review the system's "originality reports" before they finalize their submission. A peer-review option is also available.

Somevirtual learning environments can be configured to support Turnitin, so that student assignments can be automatically submitted for analysis.Blackboard,Moodle,ANGEL,Instructure,Desire2Learn,Pearson Learning Studio,Sakai, andStudywiz integrate in some way with the software.[23]

Admissions applications

[edit]

In 2019, Turnitin began analyzing admissions application materials through a partner software,Kira Talent.[24]

Reception

[edit]
This sectionmay lendundue weight to certain ideas, incidents, or controversies. Please helpimprove it by rewriting it in abalanced fashion that contextualises different points of view.(August 2023) (Learn how and when to remove this message)

Students may be required to submit work to Turnitin as a requirement of taking a certain course or class. The software has been a source of controversy, with some students refusing to submit, arguing that requiring submission implies apresumption of guilt. Some critics have alleged that the use of thisproprietary software violates educationalprivacy as well as internationalintellectual-property laws, and exploits students' works for commercial purposes by permanently storing them in Turnitin's privately helddatabase.[25]

Privacy

[edit]

TheStudent Union atDalhousie University has criticized the use of Turnitin at Canadian universities because the American government may be able to access the submitted papers and personal information in the database under theUSA PATRIOT Act.[26]Mount Saint Vincent University became the first Canadian university to ban Turnitin's service partly because of implications of the Act.[27][28]

Copyright violation concerns

[edit]

Lawyers for the company claim that student work is covered under the theory of implied license to evaluate, since it would be pointless to write the essays if they were not meant to be graded. That implied license, the lawyers argue, thus grants Turnitin permission to copy, reproduce, and preserve the works. The company's lawyers further claim that dissertations andtheses also carry with them an implied permission to archive in a publicly accessible collection such as a university library.[29]

University of Minnesota Law School Professor Dan Burk countered that the company's use of the papers may not meet the fair-use test for several reasons:

  • The company copies the entire paper, not just a portion
  • Students' work is often original, interpretive, and creative rather than just a compilation of established facts
  • Turnitin is a commercial enterprise[30]

When a group of students filed suit against Turnitin on that basis, inVanderhye et al. v. iParadigms LLC, the district court found the practice fell withinfair use; on appeal, theUnited States Court of Appeals for the Fourth Circuit affirmed.[31]

Presumption of guilt

[edit]

Some students argue that requiring them to submit papers to Turnitin creates apresumption of guilt, which may violate scholastic disciplinary codes and applicable local laws and judicial practice. Some teachers and professors support this argument when attempting to discourage schools from using Turnitin.[32][28]

WriteCheck

[edit]

iParadigms, the company that once owned Turnitin, ran another commercial website called WriteCheck. On this website, students pay a fee to have a paper tested against the database used by Turnitin to determine whether or not that paper would be detected as plagiarism when the student submits that paper to the Turnitin website. It was announced that the WriteCheck product was being withdrawn in 2020 with no new subscriptions being accepted after November 2019.[33] The economistAlex Tabarrok has complained that Turnitin's systems "are warlords who are arming both sides in this plagiarism war".[34] The website is no longer active.

Litigation

[edit]

In one well-publicized dispute over mandatory Turnitin submissions, Jesse Rosenfeld, a student atMcGill University declined, in 2004, to submit his academic work to Turnitin. The University Senate eventually ruled that Rosenfeld's assignments were to be graded without using the service.[35] The following year, another McGill student, Denise Brunsdon, refused to submit her assignment to Turnitin.com and won a similar ruling from the Senate Committee on Student Grievances.[36]

In 2006, the Senate atMount Saint Vincent University in Nova Scotia prohibited the submission of students' academic work to Turnitin.com and any software that requires students' work to become part of an external database where other parties might have access to it.[28] This decision was granted after the students' union alerted the university community of their legal and privacy concerns associated with the use of Turnitin.com and other anti-plagiarism devices that profit from students' academic work. This was the first campus-wide ban of its kind in Canada,[37] following decisions byPrinceton,Harvard,Yale andStanford not to use Turnitin.[38]

AtToronto Metropolitan University in Toronto, students may decide whether to submit their work to Turnitin.com or make alternate arrangements with an instructor.[39]Similar policies are in place atBrock University inSaint Catharines.[40]

On March 27, 2007, with the help of an intellectual property attorney, two students fromMcLean High School inVirginia (with assistance from the Committee For Students' Rights) and two students attendingDesert Vista High School inPhoenix, Arizona, filed suit inUnited States Circuit Court (Eastern District, Alexandria Division) alleging copyright infringement by iParadigms, Turnitin's parent company.[41] Nearly a year later, Judge Claude M. Hilton grantedsummary judgment on the students' complaint in favor of iParadigms/Turnitin,[42] because they had accepted theclick-wrap agreement on the Turnitin website. The students appealed the ruling,[43] and in 2009, theUnited States Court of Appeals for the Fourth Circuit affirmed Judge Hilton's judgment in favor of iParadigms/Turnitin.[44]

Flaws

[edit]

Ad hoc encodings, fonts, and text representation

[edit]

Severalflaws andbugs in the Turnitin plagiarism detection software have been documented inscientific literature.[45] In particular, Turnitin has been proven to bevulnerable to

  1. ad hoctext encodings,
  2. rearrangedglyphs in acomputer font,
  3. text replaced withBézier curves representing its shape.

Automated paraphrasing

[edit]

Another study[46] showed that Turnitin failed to detect text produced by popular free Internet-basedparaphrasing tools. Besides, more sophisticatedmachine learning techniques, such asautomated paraphrasing, can produce natural and expressive text, which is virtually impossible for Turnitin to detect. Also,article spinning was not recognized by Turnitin. Asked about the situation, the then vice president of marketing at Turnitin Chris Harrick said that the company was "working on a solution", but it was "not a big concern" because in his opinion "the quality of these tools is pretty poor".[47]

Turnitin's response

[edit]

Several years later, Turnitin published an article titled "Can students trick Turnitin? Some students believe that they can 'beat' Turnitin by employing various tactics".[48] The company denied any technical issues and said that "the authors of these 'tricks' are mostlyessay mills." The article then listed a few possible "tricks" and how Turnitin intended to take care of them, without mentioning scientific literature, technicaltreatises or examples ofsource code.

Further criticism

[edit]

The Italian scholarMichele Cortelazzo [it], professor oflinguistics who also studiescopyright attribution andsimilarity between texts,[49] noted that, ironically, it is impossible to tell if Turnitin'ssource code has been plagiarized from other sources, because it is notopen source.[50] For the same reason, it is unknown whatscientific methodologies, if any, Turnitin uses to assess papers.[50]

In 2009, a group of researchers fromTexas Tech University reported that many of the instances of "non-originality" that Turnitin finds are not plagiarism but the use ofjargon, courseterms, orphrases that appeared for legitimate reasons. For example, the researchers found high percentages of flagged material in the topic terms of papers (e.g. "global warming") or "topic phrases", which they defined as the paper topic with a few words added (e.g. "the prevalence ofchildhood obesity continues to rise").[51]

Turnitin was also criticized for payingpanelists atconferences on education and writing.[51]

In June 2025,The Markup revealed that Turnitin was charging universities widely divergent prices for access to Turnitin's plagiarism detection services, ranging from $1.79 per student paid by theCity University of New York system to $6.50 per student paid by theUC Irvine Division of Continuing Education during the 2021-2022 academic year.[1] In 2024, theCalifornia State University system was charged $2.71 per student annually, with an additional $3.19 per student for an AI detection upgrade, whileSouth Orange County Community College paid $3.57 per student for the same service. TheUniversity of California, Berkeley, signed a 10-year contract valued at $1.2 million, and the California State University system paid $6 million over seven years through 2024.[1]

See also

[edit]

References

[edit]
  1. ^abcdMathewson, Tara García (June 26, 2025)."Turnitin charged colleges vastly different amounts to detect plagarism".The Markup.CalMatters.Archived from the original on June 26, 2025. RetrievedJune 26, 2025.
  2. ^"Turnitin named 2024's EdTech Breakthrough Awards "Overall Edtech Company of the Year"" (Press release). Turnitin. June 11, 2024. RetrievedNovember 8, 2025.
  3. ^"Turnitin UK 2021-2022"(PDF).University of Bristol.
  4. ^ab"Historicizing the Rise of Turnitin.com".The Eli Review/CCDIGITALPRESS. RetrievedNovember 8, 2025.
  5. ^"iParadigms LLC Company Profile".PrivCo. RetrievedNovember 8, 2025.
  6. ^"Catching Digital Cheaters".Wired. February 24, 2000. RetrievedNovember 8, 2025.
  7. ^"About Us – Our History". Turnitin. RetrievedNovember 8, 2025.
  8. ^"Turnitin Acquires Plagiarism Detection Competitor, VeriCite".EdSurge. February 20, 2018. RetrievedNovember 8, 2025.
  9. ^Korn, Melissa (March 6, 2019)."Advance Publications to Buy Plagiarism-Scanning Company Turnitin for Nearly $1.75 Billion".The Wall Street Journal.
  10. ^"Academics fret as Turnitin nears monopoly on plagiarism checks".Times Higher Education. April 29, 2021. RetrievedNovember 8, 2025.
  11. ^"CEO's statement on Ouriginal's acquisition by Turnitin". November 30, 2021. RetrievedNovember 8, 2025.
  12. ^Ireland, C.; English, J. (2011)."Let Them Plagiarise: Developing Academic Writing in a Safe Environment".Journal of Academic Writing.1 (1):165–172.doi:10.18552/joaw.v1i1.10.
  13. ^Fowler, Geoffrey A. (April 3, 2023)."We tested a new ChatGPT-detector for teachers. It flagged an innocent student".The Washington Post.
  14. ^ab"Can Using a Grammar Checker Set Off AI-Detection Software?".EdSurge. April 4, 2024. RetrievedApril 25, 2024.
  15. ^Quach, Katyanna."Some universities reject Turnitin's AI-writing detector".www.theregister.com. RetrievedNovember 23, 2023.
  16. ^"University removes AI detection feature from Turnitin".The Hawk Newspaper. October 4, 2023. RetrievedNovember 23, 2023.
  17. ^Klee, Miles (June 6, 2023)."She Was Falsely Accused of Cheating With AI -- And She Won't Be the Last".Rolling Stone. RetrievedNovember 23, 2023.
  18. ^Young, Jeffrey R. (April 4, 2024)."What happened after this college student's paper was falsely flagged for AI use after using Grammarly".Fast Company.
  19. ^Menezes, Damita (March 4, 2024)."Student fights academic probation for using Grammarly".The Hill. RetrievedApril 25, 2024.
  20. ^Steere, Elizabeth."The Trouble With AI Writing Detection".Inside Higher Ed. RetrievedApril 25, 2024.
  21. ^Leoffler, Kim (February 20, 2024)."Georgia college student used Grammarly, now she is on academic probation".FOX 5 Atlanta. RetrievedApril 25, 2024.
  22. ^Coffey, Lauren."Professors Cautious of Tools to Detect AI-Generated Writing".Inside Higher Ed. RetrievedApril 25, 2024.
  23. ^"Welcome to help.turnitin.com, the new home for guides".turnitin.com. Turnitin, LLC. 2022.Archived from the original on December 29, 2022. RetrievedJanuary 3, 2023.
  24. ^[1] "Turnitin Partnership Adds Plagiarism Checking to College Admissions"].Campus Technology, Rhea Kelly. June 26, 2019
  25. ^"A Guide for Resisting Edtech: the Case against Turnitin".hybridpedagogy.org. June 15, 2017. RetrievedJanuary 4, 2021.
  26. ^"Turnitin".The Dalhousie Gazette.Dalhousie University. November 4, 2011. RetrievedNovember 18, 2020.
  27. ^"Schools' reliance on turnitin.com questioned".Excalibur.York University. December 1, 2010. Archived fromthe original on December 11, 2010. RetrievedNovember 18, 2020.
  28. ^abc"Minutes of Meeting"(PDF).msvu.ca.Mount Saint Vincent University. March 6, 2006. RetrievedNovember 18, 2020.
  29. ^Foley & Lardner,Id., pp. 3–5
  30. ^Foster, Andrea L.; May 17, 2002;Plagiarism-Detection Tool Creates Legal Quandary;The Chronicle of Higher Education; retrieved September 29, 2006
  31. ^A.V. et al. v. iParadigms, LLC, 562 F.3d 630 (4th Cir. 2009)
  32. ^Carbone, Nick (2001)."Turnitin.com, a Pedagogic Placebo for Plagiarism".Bedford/St. Martin's. Archived fromthe original on January 2, 2006. RetrievedNovember 18, 2020.
  33. ^Schreiner, Valerie (November 20, 2019)."Supporting Originality From the Start: An Update on WriteCheck".Turnitin. RetrievedDecember 9, 2019.
  34. ^Murphy, Elizabeth (September 9, 2011)."Plagiarism software WriteCheck troubles some educators".USA Today. RetrievedOctober 15, 2011.
  35. ^"McGill student wins fight over anti-cheating website".CBC News. January 16, 2004. Archived fromthe original on March 6, 2005. RetrievedApril 15, 2007.
  36. ^Churchill, Liam (December 2, 2005)."Students: 2, Turnitin: 0".McGill Daily. Archived fromthe original on May 17, 2007. RetrievedApril 15, 2007.
  37. ^Amarnath, Ravi (March 15, 2006)."Mount St. Vincent bans Turnitin.com".The Gazette. Archived fromthe original on July 30, 2012. RetrievedNovember 28, 2011.
  38. ^"University opts not to 'Turnitin'".The Daily Princetonian. April 4, 2006. RetrievedNovember 18, 2020.
  39. ^"Turnitin.com Information for Students". Ryerson University. December 5, 2006. Archived fromthe original on September 30, 2012. RetrievedMarch 20, 2009.
  40. ^"Brock Academic Integrity Policy". Brock University. October 3, 2013. RetrievedMarch 8, 2016.
  41. ^Vanderhye, R. (April 16, 2007)."A.V., et. al. v. iParadigms, LLC: Amended Complaint for Copyright Infringement"(PDF). Archived fromthe original(PDF) on March 20, 2009. RetrievedMarch 20, 2009.
  42. ^Hilton, Claude (2008)."Memorandum Opinion"(PDF). United States District Court for the Eastern District of Virginia, Alexandria Division. Archived fromthe original(PDF) on July 5, 2010.{{cite journal}}:Cite journal requires|journal= (help)
  43. ^Barakat, Matthew (April 28, 2008)."Students appeal ruling favoring plagiarism detection service".Boston.com. Archived fromthe original on December 6, 2008. RetrievedApril 29, 2008.
  44. ^A.V. ex rel.Vanderhye v. iParadigms LLC, 562 F.3d 630 (4th Cir. 2009).
  45. ^Heather, James (2010),"Turnitoff: identifying and fixing a hole in current plagiarism detection software"(PDF),Assessment & Evaluation in Higher Education,35 (6), London:Taylor & Francis:647–660,doi:10.1080/02602938.2010.486471,eISSN 1469-297X,ISSN 0260-2938,OCLC 45107128,S2CID 18091789, retrievedNovember 14, 2020
  46. ^Rogerson, Ann; McCarthy, Grace (2017), "Using Internet based paraphrasing tools: Original work, patchwriting or facilitated plagiarism?",International Journal for Educational Integrity,13 (1), London:BioMed Central, 2,doi:10.1007/s40979-016-0013-y,ISSN 1833-2595,OCLC 812152707
  47. ^Straumsheim, Carl (April 28, 2017)."Someone else's words".Inside Higher Ed. RetrievedNovember 16, 2020.
  48. ^Campbell, Audrey (September 25, 2019)."Can students trick Turnitin? Some students believe that they can "beat" Turnitin by employing various tactics".turnitin.com. RetrievedNovember 17, 2020.
  49. ^"Michele Cortelazzo" (in Italian). RetrievedNovember 18, 2020.
  50. ^ab"Luci e ombre (tante) dei software antiplagio" [Lights and (many) shadows of anti plagiarism software] (in Italian). September 17, 2015. RetrievedNovember 18, 2020.
  51. ^abJaschik, Scott (March 13, 2009)."False Positives on Plagiarism".Inside Higher Ed.Archived from the original on April 22, 2025. RetrievedDecember 4, 2020.

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