Analyzing the Social Awareness in Autistic Children Trained through Multimedia Intervention Tool using Data Mining
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2017, Vol 8, Issue 8
Abstract
This study focuses on creating a guideline for the ASD children by simulating the situation and analyzing the understanding of ASD (Asperger Syndrome) children over social skills by using a multimedia intervention tool designed for this purpose. 84 ASD individuals belonging to NGOs and clinics were selected for studying their social and cultural awareness. Autistic kids were taught social skills using specially designed multimedia intervention tool, in a controlled environment under the supervision of special educators or parents. Data mining technique was used to extract knowledge from the data collected after intervention. The results were analyzed to understand the impact of the designed multimedia intervention tool and share with special educators and parents of autistic children. The proposed multimedia intervention tool is inexpensive and user friendly. Integration of this tool has been observed to improve the quality of training an individual with autism traits. The overall growth in social communication of the ASD children under observation was observed to be 26.19%. There were substantial variances between age groups, training set and behavior parameters on any of the measures at follow-up. It was considered that an intervention starts at early age and proves beneficiary to ASD children. The study is establishing the remarkable benefits of designed multimedia intervention tool to train the ASD children.
Authors and Affiliations
Richa Mishra, Divya Bhatnagar
Keywords
Related Articles
- EP ID EP260449
- DOI 10.14569/IJACSA.2017.080836
- Views 99
- Downloads 0
Applications of Data Envelopment Analysis in Development and Assessment of Sustainability Across Economic, Environmental and Social Dimensions
Recently, senior managers are paying much more attention to the environmental aspects of decision-making units. Technically, global economy is inextricably connected to the environment, as it is heavily dependent on extr...
Diagnosis of Diabetes by Applying Data Mining Classification Techniques
Health care data are often huge, complex and heterogeneous because it contains different variable types and missing values as well. Nowadays, knowledge from such data is a necessity. Data mining can be utilized to extrac...
ENHANCED LINK REDIRECTION INTERFACE FOR SECURED BROWSING USING WEB BROWSER EXTENSIONS
In the present world scenario where data is meant to be protected from intruders and crackers, everyone has the fear to keep their private data safe. As the data is stored on servers accessed through websites by browsers...
Help Tetraplegic People by Means of a Computational Neuronal Control System
In the present document we present an Interface called BrainMouse where its main task is to help people with motor disabilities specially tetraplegic or quadriplegic people that they can move the mouse of the computer by...
An Investigation into the Suitability of k-Nearest Neighbour (k-NN) for Software Effort Estimation
Software effort estimation is an increasingly significant field, due to the overwhelming role of software in today’s global market. Effort estimation involves forecasting the effort in person-months or hours required for...