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Title: :  Design of Wearable Insight for Autism
PaperId: :  22653
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 1 2024
DUI:    16.0415/IJARIIE-22653
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Vikram ChavanSinhgad Institute of Technology, Lonavala, Maharashtra, India
Sanket LohanaSinhgad Institute of Technology, Lonavala, Maharashtra, India
Rishikesh KorpadeSinhgad Institute of Technology, Lonavala, Maharashtra, India
Shrijan KumarSinhgad Institute of Technology, Lonavala, Maharashtra, India
Prathamesh MoreSinhgad Institute of Technology, Lonavala, Maharashtra, India

Abstract

Computer Engineering
Autism, Galvanic Skin Response, Machine Learning, Emotion recognition
This project endeavors to address the critical need for improved emotional recognition methods tailored for individuals on the autism spectrum. The project context emerges from the pervasive challenges faced by individuals with autism in expressing and interpreting emotions, hindering their social interactions and communication skills. Traditional methods of emotion recognition often fall short in accommodating the unique needs of this population. The core problem addressed in this project revolves around the limited effectiveness of existing emotion recognition techniques for autistic individuals, particularly in real-time scenarios. To bridge this gap, we propose a novel approach utilizing Galvanic Skin Response (GSR) sensors, which measure physiological responses indicative of emotional states. By integrating GSR data with advanced machine learning algorithms, our solution aims to provide a more nuanced and accurate portrayal of the emotional experiences of individuals with autism. The project's methodology involves designing and implementing a GSR-based emotion recognition system, tailored to the specific characteristics and sensitivities of the autistic population. The results obtained from our research showcase the potential of GSR sensors in enhancing the precision of emotion recognition for individuals with autism. The system demonstrates promising accuracy in identifying a range of emotions, contributing to a better understanding of the emotional states experienced by autistic individuals. In conclusion, this project not only presents a technically robust solution to the problem of emotion recognition for individuals with autism but also underscores the significance of leveraging emerging technologies for the betterment of neurodiverse communities. The findings provide a foundation for future research and development in the field of assistive technologies, fostering inclusivity and improving the quality of life for individuals with autism.

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IJARIIE Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. "Design of Wearable Insight for Autism" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 1 2024 Page 1529-1532
MLA Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. "Design of Wearable Insight for Autism." International Journal Of Advance Research And Innovative Ideas In Education 10.1(2024) : 1529-1532.
APA Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, & Prathamesh More. (2024). Design of Wearable Insight for Autism. International Journal Of Advance Research And Innovative Ideas In Education, 10(1), 1529-1532.
Chicago Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. "Design of Wearable Insight for Autism." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 1 (2024) : 1529-1532.
Oxford Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. 'Design of Wearable Insight for Autism', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, 2024, p. 1529-1532. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Design_of_Wearable_Insight_for_Autism_ijariie22653.pdf (Accessed : ).
Harvard Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. (2024) 'Design of Wearable Insight for Autism', International Journal Of Advance Research And Innovative Ideas In Education, 10(1), pp. 1529-1532IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Design_of_Wearable_Insight_for_Autism_ijariie22653.pdf (Accessed : )
IEEE Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More, "Design of Wearable Insight for Autism," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 1, pp. 1529-1532, Jan-Feb 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Design_of_Wearable_Insight_for_Autism_ijariie22653.pdf [Accessed : ].
Turabian Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. "Design of Wearable Insight for Autism." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 1 ().
Vancouver Vikram Chavan, Sanket Lohana, Rishikesh Korpade, Shrijan Kumar, and Prathamesh More. Design of Wearable Insight for Autism. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(1) : 1529-1532. Available from: https://ijariie.com/AdminUploadPdf/Design_of_Wearable_Insight_for_Autism_ijariie22653.pdf
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