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A BLOCKCHAIN-BASED ROBOTIC SYSTEM WITH MULTILINGUAL EXPERT FOR ADVANCED EDUCATIONAL SYSTEM

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A BLOCKCHAIN-BASED ROBOTIC SYSTEM WITH MULTILINGUAL EXPERT FOR ADVANCED EDUCATIONAL SYSTEM

ORDINARY APPLICATION

Published

date

Filed on 22 November 2024

Abstract

he present invention discloses a blockchain-based robotic system designed to revolutionize educational experiences by integrating secure, adaptive, and multilingual learning interactions. The system features a robotic device equipped with advanced sensors, high-definition cameras, microphones, and speakers, supported by a high-performance processor and wireless connectivity options. A multilingual expert module powered by cutting-edge NLP and machine translation algorithms ensures interaction in various languages, including regional dialects, enhancing accessibility and inclusivity. The blockchain network provides a secure, decentralized ledger for storing student data, learning histories, and assessments, employing consensus mechanisms such as PBFT or PoA for data integrity. An AI-powered learning engine adapts educational content dynamically using machine learning models like neural networks and decision trees to tailor learning paths based on student performance. Additional functionalities include recognition of non-verbal cues for supportive interactions, automated assessments and credentialing through smart contracts, and digital identities for secure progress tracking. This system delivers an innovative, secure, and personalized learning environment that bridges educational gaps and enhances learning outcomes.

Patent Information

Application ID202411090737
Invention FieldCOMPUTER SCIENCE
Date of Application22/11/2024
Publication Number49/2024

Inventors

NameAddressCountryNationality
Dr.Aditya Pratap SinghAssociate Professor,Department of Information Technology ,Ajay Kumar Garg Engineering College, 27th KM Milestone, Delhi - Meerut Expy, Ghaziabad, Uttar Pradesh 201015, India.IndiaIndia
Palak ThapliyalDepartment of Information Technology, Ajay Kumar Garg Engineering College, 27th KM Milestone, Delhi - Meerut Expy, Ghaziabad, Uttar Pradesh 201015, India.IndiaIndia

Applicants

NameAddressCountryNationality
Ajay Kumar Garg Engineering College27th KM Milestone, Delhi - Meerut Expy, Ghaziabad, Uttar Pradesh 201015.IndiaIndia

Specification

Description:[014] The following sections of this article will provide various embodiments of the current invention with references to the accompanying drawings, whereby the reference numbers utilised in the picture correspond to like elements throughout the description. However, this invention is not limited to the embodiment described here and may be embodied in several other ways. Instead, the embodiment is included to ensure that this disclosure is extensive and complete and that individuals of ordinary skill in the art are properly informed of the extent of the invention. Numerical values and ranges are given for many parts of the implementations discussed in the following thorough discussion. These numbers and ranges are merely to be used as examples and are not meant to restrict the claims' applicability. A variety of materials are also recognised as fitting for certain aspects of the implementations. These materials should only be used as examples and are not meant to restrict the application of the innovation.
[015] Referring now to the drawings, these are illustrated in FIG. 1, the blockchain-based robotic system comprises the following components:
The system includes a humanoid or stationary robotic unit equipped with multiple sensors, cameras, a microphone, and a speaker. The robotic device acts as a tutor, delivering educational content and interacting with students. This device is powered by a high-performance processor and offers wireless connectivity options, such as Wi-Fi and Bluetooth, to ensure seamless communication and functionality. The array of sensors, including infrared, ultrasonic, and touch sensors, provide comprehensive environmental awareness, enabling the robotic device to interact intelligently with students. Actuators embedded within the device facilitate natural gestures, which enhance the interactive learning experience by mimicking human-like behaviors.
[016] In accordance with another embodiment of the present invention, central to the system is the multilingual expert module, which utilizes advanced natural language processing (NLP) and machine translation algorithms. By leveraging transformer-based architectures such as BERT or GPT, the module interprets and responds to user inputs in various languages, including regional dialects. This ensures that the educational content and interactions are not only accurate but also contextually relevant, making the learning experience more inclusive and effective for students from diverse linguistic backgrounds.
[017] In accordance with another embodiment of the present invention, the system incorporates a robust blockchain network designed for secure data management. This consortium blockchain operates with permissioned access and employs consensus mechanisms such as Practical Byzantine Fault Tolerance (PBFT) or Proof of Authority (PoA) to maintain data integrity and prevent unauthorized modifications. The blockchain securely stores student data, learning histories, and assessment results in a decentralized ledger, ensuring that only verified nodes can access or update the records. This provides a high level of security and privacy, essential for managing sensitive educational data.
[018] In accordance with another embodiment of the present invention, smart contracts are used to automate assessments, reward systems, and credential issuance. They ensure that assessment results are accurate, verifiable, and stored securely. These smart contracts are programmed to trigger specific actions, such as issuing digital badges or certificates upon successful completion of a module, thereby reducing manual intervention and ensuring a seamless learning experience.
[019] In accordance with another embodiment of the present invention, the learning engine is responsible for delivering personalized content, adapting based on a student's progress and learning pace. It uses machine learning algorithms to recommend the next steps in a student's educational journey. The AI-powered learning engine continuously analyzes the student's performance data to identify strengths and areas that need improvement, providing targeted exercises and resources to enhance the learning process.
[020] The robotic device interacts with the student using speech, gestures, and visual aids. The multilingual expert module ensures that interactions can occur in the student's preferred language, breaking language barriers in education. The robotic device can also recognize non-verbal cues, such as facial expressions and body language, to gauge the student's emotional state and adjust its responses to provide a supportive learning environment. All student data, including their progress and assessment scores, are recorded in a secure blockchain ledger. This ensures that the data is immutable and accessible only to authorized parties, safeguarding privacy. The use of blockchain technology also allows for the creation of a digital identity for each student, which can be used to track progress across different educational platforms securely.
[021] The AI-powered learning engine continuously monitors student progress and adjusts the learning path accordingly. The system also uses smart contracts to administer quizzes and assessments, automatically evaluating and recording results in the blockchain. The adaptive learning system provides real-time feedback to students, helping them understand their mistakes and guiding them toward the correct solutions.
[022] The blockchain network allows secure credential issuance and verification, enabling students to share their academic achievements with institutions or employers confidently. The credentials issued are stored as tamper-proof records on the blockchain, allowing for easy verification by third parties without compromising the student's privacy as shown in figure 2.
[023] The use of blockchain technology ensures that educational data is stored securely and is tamper-proof. The decentralized nature of blockchain minimizes the risk of data breaches and unauthorized access, providing a trustworthy environment for students and educators. The multilingual expert allows students from diverse linguistic backgrounds to access quality education in their native language. The system's ability to detect regional dialects further enhances the learning experience, making it more inclusive and effective for non-native speakers. The AI-powered learning engine provides an adaptive educational experience, tailoring content to each student's individual needs and progress. By continuously analyzing student performance, the system ensures that learners receive the right level of challenge and support at every stage of their educational journey. The use of smart contracts automates the assessment process and provides verifiable credentials, reducing administrative burdens and increasing transparency. The automated issuance of digital badges and certificates provides immediate recognition of student achievements, motivating learners to continue progressing.
[024] The benefits and advantages that the present invention may offer have been discussed above with reference to particular embodiments. These benefits and advantages are not to be interpreted as critical, necessary, or essential features of any or all of the embodiments, nor are they to be read as any elements or constraints that might contribute to their occurring or becoming more evident.
[025] Although specific embodiments have been used to describe the current invention, it should be recognized that these embodiments are merely illustrative and that the invention is not limited to them. The aforementioned embodiments are open to numerous alterations, additions, and improvements. These adaptations, changes, additions, and enhancements are considered to be within the purview of the invention. , Claims:1. A blockchain-based robotic system for education, comprising:
a robotic device equipped with sensors, cameras, a microphone, and a speaker, featuring a high-performance processor, wireless connectivity options such as Wi-Fi and Bluetooth, and an array of sensors including infrared, ultrasonic, and touch sensors;
actuators to enable natural gestures and interactions;
a multilingual expert module configured to use natural language processing (NLP) and machine translation algorithms, leveraging advanced AI models such as transformer-based architectures (BERT or GPT) to interact with students in multiple languages, including regional dialects, ensuring accurate interpretation and contextual understanding;
a blockchain network for storing student data, learning progress, and assessment results securely using a decentralized ledger, configured as a consortium blockchain with permissioned access, employing a consensus mechanism such as Practical Byzantine Fault Tolerance (PBFT) or Proof of Authority (PoA) to ensure data integrity and prevent unauthorized modifications;
an AI-powered learning engine that adapts learning content based on student progress, leveraging machine learning algorithms such as neural networks for pattern recognition and decision trees for adaptive decision-making, to provide targeted exercises and real-time feedback.
2. The blockchain-based robotic system as claimed in claim 1, wherein the robotic device is configured to recognize non-verbal cues such as facial expressions and body language to adjust responses to provide a supportive learning environment.
3. The blockchain-based robotic system as claimed in claim 1, wherein smart contracts are used to automate assessments, reward issuance, and credential verification, ensuring verifiable and transparent educational outcomes.
4. The blockchain-based robotic system as claimed in claim 1, wherein the multilingual expert module is configured to detect and adjust responses according to regional dialects, enhancing the inclusivity and effectiveness of the learning experience.
5. The blockchain-based robotic system as claimed in claim 1, wherein the blockchain network is configured to create a digital identity for each student, allowing secure tracking of progress across different educational platforms.
6. The blockchain-based robotic system as claimed in claim 1, wherein the AI-powered learning engine continuously monitors the student's progress to identify strengths and areas for improvement, adapting the learning path accordingly.

Documents

NameDate
202411090737-COMPLETE SPECIFICATION [22-11-2024(online)].pdf22/11/2024
202411090737-DECLARATION OF INVENTORSHIP (FORM 5) [22-11-2024(online)].pdf22/11/2024
202411090737-DRAWINGS [22-11-2024(online)].pdf22/11/2024
202411090737-EDUCATIONAL INSTITUTION(S) [22-11-2024(online)].pdf22/11/2024
202411090737-EVIDENCE FOR REGISTRATION UNDER SSI [22-11-2024(online)].pdf22/11/2024
202411090737-EVIDENCE FOR REGISTRATION UNDER SSI(FORM-28) [22-11-2024(online)].pdf22/11/2024
202411090737-FORM 1 [22-11-2024(online)].pdf22/11/2024
202411090737-FORM 18 [22-11-2024(online)].pdf22/11/2024
202411090737-FORM FOR SMALL ENTITY(FORM-28) [22-11-2024(online)].pdf22/11/2024
202411090737-FORM-9 [22-11-2024(online)].pdf22/11/2024
202411090737-REQUEST FOR EARLY PUBLICATION(FORM-9) [22-11-2024(online)].pdf22/11/2024
202411090737-REQUEST FOR EXAMINATION (FORM-18) [22-11-2024(online)].pdf22/11/2024

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