IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE TECHNIQUES FOR MONITORING THE PROCESS OF COMPETITIVE EXAMINATIONS TO AVOID MALPRACTICES AND LEAKAGE OF QUESTION PAPERS

Abstract

Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers is the proposed invention. The proposed invention focuses on understanding the process of competitive examinations to avoid leakage of question papers. The invention focuses on analyzing the parameters of monitoring and avoiding of malpractices in question papers using algorithms of Artificial Intelligence.

Specification

Description:[0001] Background description includes information that may be useful in understanding the present invention. It is not an admission that any of the information provided herein is prior art or relevant to the presently claimed invention, or that any publication specifically or implicitly referenced is prior art.
[0002] Artificial intelligence (AI) is a field of science that uses algorithms, data, and computational power to create machines that can learn, reason, and act in ways that typically require human intelligence. Artificial intelligence (AI) is a broad field that includes many disciplines, such as computer science, statistics, linguistics, and neuroscience. Artificial intelligence (AI) can provide recommendations based on a person's previous searches, purchases, and other online behavior.
[0003] A number of different types of malpractices of students in competitive exams analysis systems that are known in the prior art. For example, the following patents are provided for their supportive teachings and are all incorporated by reference.
[0004] CA3109042A1: Computer-implemented methods, systems, and software of detecting leaks, for example, in a pipeline that conveys a liquid or gas. Embodiments include inputting into a computer system a first set of data acquired (e.g., from the pipeline) during (e.g., normal) operation (e.g., of the pipeline), acquiring a second set of data (e.g., from the pipeline) while simulating leaks (e.g., from the pipeline) by releasing quantities of the liquid or gas (e.g., from the pipeline) from multiple locations (e.g., along the pipeline), inputting into the computer system the second set of data, and training the computer system to detect the leaks (e.g., from the pipeline) including communicating to the computer system that no leaks existed while the first set of data was acquired and communicating to the computer system that leaks existed while the second set of data was acquired.
[0005] Competitive exams are norm-referenced, high-stakes tests in which candidates are ranked according to their grades and/or percentile, and then top rankers are selected. If the examination is open for n positions, then the first n candidates in ranks pass, the others are rejected. They are used as entrance examinations for university and college admissions such as the Joint Entrance Examination or to secondary schools. The proposed invention focuses on analysing the monitoring and avoiding of malpractices in question papers through algorithms of Artificial Intelligence.
[0006] Above information is presented as background information only to assist with an understanding of the present disclosure. No determination has been made, no assertion is made, and as to whether any of the above might be applicable as prior art with regard to the present invention.
[0007] In the view of the foregoing disadvantages inherent in the known types of malpractices of students in competitive exams analysis systems now present in the prior art, the present invention provides an improved system. As such, the general purpose of the present invention, which will be described subsequently in greater detail, is to provide a new and improved AI-based approach for monitoring the students writing competitive exams for malpractices and leaking of question papers that has all the advantages of the prior art and none of the disadvantages.
SUMMARY OF INVENTION
[0008] In the view of the foregoing disadvantages inherent in the known types of malpractices of students in competitive exams analysis systems now present in the prior art, the present invention provides an improved one. As such, the general purpose of the present invention, which will be described subsequently in greater detail, is to provide a new and improved AI-based approach for monitoring the students writing competitive exams for malpractices and leaking of question papers which has all the advantages of the prior art and none of the disadvantages.
[0009] The Main objective of the proposed invention is to design & implement a framework of Artificial Intelligence techniques for analyzing the parameters of monitoring and avoiding of malpractices in question papers. Monitoring the process of competitive examinations to avoid malpractices is analyzed.
[0010] Yet another important aspect of the proposed invention is to design & implement a framework of Artificial Intelligence techniques that will consider on understanding the process of competitive examinations to avoid leakage of question papers. Monitoring the process of competitive examinations to avoid malpractices is analyzed by predictive unit. The results of prediction are displayed on the display unit.
[0011] In this respect, before explaining at least one embodiment of the invention in detail, it is to be understood that the invention is not limited in its application to the details of construction and to the arrangements of the components set forth in the following description or illustrated in the various ways. Also, it is to be understood that the phraseology and terminology employed herein are for the purpose of description and should not be regarded as limiting.
[0012] These together with other objects of the invention, along with the various features of novelty which characterize the invention, are pointed out with particularity in the disclosure. For a better understanding of the invention, its operating advantages and the specific objects attained by its uses, reference should be had to the accompanying drawings and descriptive matter in which there are illustrated preferred embodiments of the invention.
BRIEF DESCRIPTION OF DRAWINGS
[0013] The invention will be better understood and objects other than those set forth above will become apparent when consideration is given to the following detailed description thereof. Such description makes reference to the annexed drawings wherein:
Figure 1 illustrates the schematic view of Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers, according to the embodiment herein.
DETAILED DESCRIPTION OF INVENTION
[0014] In the following detailed description, reference is made to the accompanying drawings which form a part hereof, and in which is shown by way of illustration specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention, and it is to be understood that the embodiments may be combined, or that other embodiments may be utilized and that structural and logical changes may be made without departing from the spirit and scope of the present invention. The following detailed description is, therefore, not to be taken in a limiting sense, and the scope of the present invention is defined by the appended claims and their equivalents.
[0015] While the present invention is described herein by way of example using several embodiments and illustrative drawings, those skilled in the art will recognize that the invention is neither intended to be limited to the embodiments of drawing or drawings described, nor intended to represent the scale of the various components. Further, some components that may form a part of the invention may not be illustrated in certain figures, for ease of illustration, and such omissions do not limit the embodiments outlined in any way. It should be understood that the drawings and detailed description thereto are not intended to limit the invention to the particular form disclosed, but on the contrary, the invention covers all modification/s, equivalents and alternatives falling within the spirit and scope of the present invention as defined by the appended claims. The headings are used for organizational purposes only and are not meant to limit the scope of the description or the claims. As used throughout this description, the word "may" be used in a permissive sense (i.e., meaning having the potential to), rather than the mandatory sense (i.e., meaning must). Further, the words "a" or "a" mean "at least one" and the word "plurality" means one or more, unless otherwise mentioned. Furthermore, the terminology and phraseology used herein is solely used for descriptive purposes and should not be construed as limiting in scope. Language such as "including," "comprising," "having," "containing," or "involving," and variations thereof, is intended to be broad and encompass the subject matter listed thereafter, equivalents, and any additional subject matter not recited, and is not intended to exclude any other additives, components, integers or steps. Likewise, the term "comprising" is considered synonymous with the terms "including" or "containing" for applicable legal purposes. Any discussion of documents, acts, materials, devices, articles and the like are included in the specification solely for the purpose of providing a context for the present invention.
[0016] In this disclosure, whenever an element or a group of elements is preceded with the transitional phrase "comprising", it is understood that we also contemplate the same element or group of elements with transitional phrases "consisting essentially of, "consisting", "selected from the group consisting of", "including", or "is" preceding the recitation of the element or group of elements and vice versa.
[0017] Malpractice in an examination refers to any form of cheating, dishonesty, or unfair practice carried out by a student or individual during an exam to gain an advantage. It violates the rules and regulations set by the examining authority. Examination malpractice undermines fairness and the credibility of academic systems and can lead to penalties like disqualification, suspension, or other disciplinary actions.
[0018] To avoid malpractice in examinations, both students and institutions can implement various strategies and practices. Establish and communicate strict rules and consequences regarding malpractice. Ensure students understand what constitutes cheating and plagiarism. Utilize invigilators in physical exam settings and online proctoring software for virtual exams to monitor student's behavior during tests. Create multiple versions of an exam to reduce the chances of copying from peers. The proposed invention focuses on implementing the algorithms of Artificial Intelligence Approach for studying the process of competitive examinations to avoid leakage of question papers.
[0019] Reference will now be made in detail to the exemplary embodiment of the present disclosure. Before describing the detailed embodiments that are in accordance with the present disclosure, it should be observed that the embodiment resides primarily in combinations arrangement of the system according to an embodiment herein and as exemplified in FIG. 1
[0020] Figure 1 illustrates the schematic view of Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers 100. The proposed invention 100 includes a student 101 who are sitting across various locations for writing competitive exam. The monitoring device 103 includes a camera 102. The camera 102 is a HD camera. The question paper server 104 will serve the questions to students 101 through firewall 105 which is controlled by artificial intelligence unit 106. The CNN unit 107 will be predicting the malpractices and leakage of question papers.
[0021] In the following description, for the purpose of explanation, numerous specific details are set forth in order to provide a thorough understanding of the arrangement of the system according to an embodiment herein. It will be apparent, however, to one skilled in the art that the present embodiment can be practiced without these specific details. In other instances, structures are shown in block diagram form only in order to avoid obscuring the present invention.
, Claims:1. Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers, comprises of:
Question paper server and
CNN unit.
2. Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers, according to claim 1, includes a question paper server, wherein the question paper server will serve the questions to students through firewall which is controlled by artificial intelligence unit.
3. Implementation of Artificial intelligence techniques for monitoring the process of competitive examinations to avoid malpractices and leakage of question papers, according to claim 1, includes a CNN unit, wherein the CNN unit will be predicting the malpractices and leakage of question papers.

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