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Academic Integrity
Academic integrity is a moral code or ethical policy of academia. The term was popularized by Rutgers University professor Donald McCabe who is considered to be the "grandfather of academic integrity". Other academic integrity scholars and advocates include Tracey Bretag (Australia), Cath Ellis (Australia), Sarah Elaine Eaton (Canada),Eaton, S. E., Guglielmin, M., & Otoo, B. (2017). Plagiarism: Moving from punitive to pro-active approaches. In A. P. Preciado Babb, L. Yeworiew, & S. Sabbaghan (Eds.), ''Selected Proceedings of the IDEAS Conference 2017: Leading Educational Change Conference'' (pp. 28-36). Calgary, Canada: Werklund School of Education, University of Calgary.Eaton, S. E. (2018). Contract cheating: A Canadian perspective.  Retrieved from http://blogs.biomedcentral.com/bmcblog/2018/07/24/contract-cheating-a-canadian-perspective/ Thomas Lancaster (UK),Clarke, R., & Lancaster, T. (2006). ''Eliminating the successor to plagiarism: Identifying the usage of contract ch ...
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Moral Code
Morality () is the categorization of intentions, decisions and actions into those that are ''proper'', or ''right'', and those that are ''improper'', or ''wrong''. Morality can be a body of standards or principles derived from a code of conduct from a particular philosophy, religion or culture, or it can derive from a standard that is understood to be universal. Morality may also be specifically synonymous with " goodness", "appropriateness" or "rightness". Moral philosophy includes meta-ethics, which studies abstract issues such as moral ontology and moral epistemology, and normative ethics, which studies more concrete systems of moral decision-making such as deontological ethics and consequentialism. An example of normative ethical philosophy is the Golden Rule, which states: "One should treat others as one would like others to treat oneself." Immorality is the active opposition to morality (i.e., opposition to that which is good or right), while amorality is various ...
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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 generative pretrained transformers (GPTs), which are largely used in generative chatbots such as ChatGPT or Gemini. LLMs can be fine-tuned for specific tasks or guided by prompt engineering. These models acquire predictive power regarding syntax, semantics, and ontologies inherent in human language corpora, but they also inherit inaccuracies and biases present in the data they are trained in. History Before the emergence of transformer-based models in 2017, some language models were considered large relative to the computational and data constraints of their time. In the early 1990s, IBM's statistical models pioneered word alignment techniques for machine translation, laying the groundwork for corpus-based language modeling. A sm ...
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Plagiarism
Plagiarism is the representation of another person's language, thoughts, ideas, or expressions as one's own original work.From the 1995 ''Random House Dictionary of the English Language, Random House Compact Unabridged Dictionary'': use or close imitation of the language and thoughts of another author and the representation of them as one's own original work qtd. in From the Oxford English Dictionary: The action or practice of taking someone else's work, idea, etc., and passing it off as one's own; literary theft. Although precise definitions vary depending on the institution, in many countries and cultures plagiarism is considered a violation of academic integrity and journalistic ethics, as well as of social norms around learning, teaching, research, fairness, respect, and responsibility. As such, a person or Legal Entity, entity that is determined to have committed plagiarism is often subject to various punishments or sanctions, such as Suspension (punishment), suspension, Expul ...
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Grade Inflation
Grade inflation (also known as grading leniency) is the general awarding of higher grades for the same quality of work over time, which devalues grades. However, higher average grades in themselves do not prove grade inflation. For this to be grade inflation, it is necessary to demonstrate that the quality of work does not deserve the high grade. Grade inflation is frequently discussed in relation to education in the United States, and to GCSEs and A levels in England and Wales. It is also an issue in many other nations, such as Canada, Australia, New Zealand, France, Germany, South Korea, Japan, China and India. Arguments Arguments for taking action on grade inflation *It reduces the incentive for bright students to excel, since mediocre work increasingly qualifies for top grades. *It undermines the corrective feedback function of grading. *It is not uniform between schools. This places students in more stringently graded schools and departments at an unfair disadvantage, u ...
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Exam Proctoring
An exam invigilator, exam proctor or exam supervisor is someone appointed by an educational institution or an examination board to maintain proper conduct in a particular examination in accordance with exam regulations. Typically, the main duty of an exam invigilator is to watch examination candidates to prevent cheating. The purpose of exam invigilating is to ensure each candidate sits the examination under equal conditions. Exam invigilators are appointed to a position of trust and are expected to possess integrity and vigilance to conduct examinations in exact accordance with the board’s instructions. Purpose The purpose of exam invigilation is to ensure that all candidates are under active surveillance for every moment of the duration of the examination. Invigilators should also try to provide a suitably pleasant and supportive atmosphere for candidates. However, they must also prevent any kind of communication between candidates (by copying, whispering or any kind of sig ...
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Diploma Mill
A diploma mill or degree mill is a business that sells illegitimate diplomas or academic degrees, respectively. The term ''diploma mill'' is also used pejoratively to describe any educational institution with low standards for admission and graduation, low career placement rate, or low average starting salaries of its graduates. The degrees can be fabricated, falsified, or misrepresented. These businesses may claim to give credit for relevant life experience but without actual prior learning assessment programs. They may also claim to evaluate work history or require submission of a thesis or dissertation for evaluation to give an appearance of authenticity. Diploma mills are frequently supported by accreditation mills set up for the purpose of providing an appearance of authenticity.Luca LanteroDegree Mills: non-accredited and irregular higher education institutions, Information Centre on Academic Mobility and Equivalence, Information Centre on Academic Mobility and Equivalence (C ...
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Contract Cheating
Contract cheating is a form of academic dishonesty in which students pay others to complete their coursework. The term was coined in a 2006 study by Thomas Lancaster and Robert ClarkeGlendinning, I., Foltýnek, T., Dlabolová, D., Linkeschová, D., & Lancaster, T. (2017). ''South East European Project on Policies for Academic Integrity''. Retrieved from http://www.plagiarism.cz/seeppai/Final-report_SEEPPAI.pdf as a more inclusive way to talk about all forms of academic work, as opposed to more outdated terms such as "term paper mill" or "essay mill", which refer to text-based academic outsourcing. In contrast, Lancaster and Clarke are computer scientists who found evidence of students systematically outsourcing coding assignments. Hence, they coined the term "contract cheating" to include all outsourced academic work, regardless of whether it is from text-based or non-text-based disciplines. Extent The first published material detailing the extent of contract cheating was a study ...
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Accreditation Mill
An accreditation mill is an organization that purports to award educational accreditation to higher education institutions without having government authority or recognition from mainstream academia to operate as an accreditor. Implicit in the terminology is the assumption that the "mill" has low standards (or no standards) for such accreditation. Accreditation mills are much like diploma mills, and in many cases are closely associated with diploma mills. The "accreditation" they supply has no legal or academic value but is used in diploma mill marketing to help attract students.Luca LanteroDegree Mills: non-accredited and irregular higher education institutions, Information Centre on Academic Mobility and Equivalence (CIMEA), Italy. Some institutions obtain accreditation from an independent group with low standards. In other cases, the institution sets up its own seemingly independent accreditation board and then accredits itself.
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Academic Dishonesty
Academic dishonesty, academic misconduct, academic fraud and academic integrity are related concepts that refer to various actions on the part of students that go against the expected norms of a school, university or other learning institution. Definitions of academic misconduct are usually outlined in institutional policies. Therefore, academic dishonesty consists of many different categories of behaviour, as opposed to being a singular concept. History Academic dishonesty dates back to the first tests. Scholars note that cheating was prevalent on the Chinese civil service exams thousands of years ago, even when cheating carried the penalty of death for both examinee and examiner. Bribery of examiners was also common, as represented in works such as the Ming dynasty, Ming-dynasty story collection ''The Book of Swindles''. Standards for citation and Reference work, referencing began at the end of the 19th century with the emergence of guidance provided by scholarly societies ...
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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 then use the software as a service (SaaS) website to check submitted documents against its database and the content of other websites with the aim of identifying plagiarism. Results can identify similarities with existing sources and can also be used in formative assessment to help students learn to avoid plagiarism and improve their writing. 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 a presumption of guilt. Some critics have alleged that use of this proprietary software violates educational privacy as well as international intellectual-property laws, a ...
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Intellectual Property Law
Intellectual property (IP) is a category of property that includes intangible creations of the human intellect. There are many types of intellectual property, and some countries recognize more than others. The best-known types are patents, copyrights, trademarks, and trade secrets. The modern concept of intellectual property developed in England in the 17th and 18th centuries. The term "intellectual property" began to be used in the 19th century, though it was not until the late 20th century that intellectual property became commonplace in most of the world's legal systems."property as a common descriptor of the field probably traces to the foundation of the World Intellectual Property Organization (WIPO) by the United Nations." in Mark A. Lemley''Property, Intellectual Property, and Free Riding'', Texas Law Review, 2005, Vol. 83:1031, page 1033, footnote 4. Supporters of intellectual property laws often describe their main purpose as encouraging the creation of a wide ...
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Intellectual Capital
Intellectual capital is the result of mental processes that form a set of intangible objects that can be used in economic activity and bring income to its owner (organization), covering the competencies of its people (human capital), the value relating to its relationships ( relational capital), and everything that is left when the employees go home ( structural capital), of which intellectual property (IP) is but one component. It is the sum of everything everybody in a company knows that gives it a competitive edge. The term is used in academia in an attempt to account for the value of intangible assets not listed explicitly on a company's balance sheets. On a national level, intellectual capital refers to national intangible capital (NIC). A second meaning that is used in academia and was adopted in large corporations is focused on the recycling of knowledge via knowledge management and intellectual capital management (ICM). Creating, shaping and updating the stock of intelle ...
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