A Dynamic Approach with Automatic Question Paper Generation Using a Randomization Shuffling Algorithm

Abstract

In this paper, an Automatic Question Paper Generator (AQPG) that uses a Randomization Shuffling Algorithm (RSA) is implemented as a dynamic solution to the laborious task of writing question papers for competitive exams. Conventional techniques for creating question papers by hand require a lot of work, especially when it comes to tests with multiple-choice questions (MCQs), which are frequently seen in competitive examinations such as UPSC, GATE, Bank PO, UGC NET, and Railway RRB. In this system Questions are chosen at random from a central database using a randomization mechanism and it includes a system to avoid question repetition and similarity. These selected questions are then further categorized and numbered as I, II, III, and so forth. Following categorization, the questions are shuffled and arranged into various forms, such as Series A, B, and C papers, using a RSA technique and questions are sequenced in a specific form to make sure there are no similar questions on question paper series.  This meticulous procedure ensures that each exam paper is distinct and equitable. The process of creating papers would be quicker, easier, more streamlined, randomized, and secure with an automated approach. Using a random technique, the proposed system commutative exam questions are automatically generated. The randomization technique allows us to choose questions at random.