INFORMATION CHANGE THE WORLD

International Journal of Education and Management Engineering(IJEME)

ISSN: 2305-3623 (Print), ISSN: 2305-8463 (Online)

Published By: MECS Press

IJEME Vol.12, No.5, Oct. 2022

Orphan Adoption Management System using Machine Learning Approach

Full Text (PDF, 415KB), PP.18-23


Views:0   Downloads:0

Author(s)

R. Kaladevi, Jeevitha B, Jeevitha V, Madhumitha P, Shanmugasundaram Hariharan, Andraju Bhanu Prasad

Index Terms

SVM algorithm, Orphan, Record management, Machine Learning.

Abstract

According to UNICEF, the latest estimate states that there are about 2.7 million children in orphanages. Orphanage is a residence for people who are without parental support or any moral support from anyone. Such orphans require help from people who are in a good financial state to donate them. Generally, in orphanage records are usually maintained for future reference, retrieval, and easy management. The objective of this paper is to help the orphans from different orphanages to get help from the donors who wish to donate them by using our web application. The proposed system helps the staff in reducing manual paper work and enhances tidiness in record keeping since the existing one uses manual keeping, i.e., the use of files and papers. The system allows the orphanage owner to add and modify the orphan records. The system provides suggestions for assignment of these orphans to the caretakers/donors by using SVM (Support Vector Machine) algorithm. Donor can select the orphan and request for adoption from the orphanage owner. The Orphanage owner can accept or reject help from the donor. The proposed system is aimed to facilitate donors with the details of an orphan and providing fund specifically to that orphan.

Cite This Paper

R. Kaladevi, Jeevitha B, Jeevitha V, Madhumitha P, Shanmugasundaram Hariharan, Andraju Bhanu Prasad, "Orphan Adoption Management System using Machine Learning Approach", International Journal of Education and Management Engineering (IJEME), Vol.12, No.5, pp. 18-23, 2022. DOI:10.5815/ijeme.2022.05.03

Reference

[1]T. Rekha, S. Meher, K. Nithin, M. Prasanna, U. Bhaskaran, Ramesh Holla, Vaman Kulkarni, B. B. Darshan, Avinash Kumar, “Clinico-Epidemiological Profile of Children Orphaned due to AIDS Residing in Care Giving Institutions in Coastal South India", AIDS Research and Treatment, vol. 2019, Article ID 4712908, 6 pages, 2019. 

[2]S. Abhishek, Sayeed Unisa, “An In-Depth Study of Psychosocial Distress Among Orphan and Vulnerable Children Living in Institutional Care in New Delhi, India and Their Coping Mechanisms”, 2017.

[3]E. Kuupole, Z. Liaoyuan, H.Abubakar, C. Kenneth, E.K. Gyamfi, S. Esther, Salifu, “Digitalized Orphanage Home Management System Consisting of Mass Data Entries”,  International Journal of Industrial Electronics and Electrical Engineering, Volume-8, Issue-6, 2020. 

[4]M. Selvaganapathi, M. Rakheshvarshan, R. Vijayakumar, Online Orphanage Organization (OOO)”, International Research Journal of Engineering and Technology (IRJET), Vol.7, Issue.6, pp.4254-4256, 2020.

[5]D. Srivastava, L. Bhambhu, “Data classification using support vector machine”, Journal of Theoretical and Applied Information Technology, Vol. 12, pp. 1-7, 2015.

[6]M.Archana , K.Mouthami, “Charity Connecting System”, International Journal of Latest Technology in Engineering, Management & Applied Science. (IJLTEMAS), Vol.3, Issue 7,pp.137-1421, 2014. 

[7]M. Hamdani. “Supervised Learning for Orphan Adoption Problem in Software Architecture Recovery”, Malaysian Journal of Computer Science. 29. 287-313, 2016.

[8]Y. Zhang, “Support Vector Machine Classification Algorithm and Its Application”, In: Liu C., Wang L., Yang A. (eds) Information Computing and Applications. ICICA 2012. Communications in Computer and Information Science, vol 308. Springer, Berlin, Heidelberg, 2012. 

[9]S.Muthuselvan, E.Srividhya, S.R.Miruthula, S. Abdul Samad and D.Saranya, “Location Based Orphanage Finder Application for Google Android Phones”, International Journal of Pure and Applied Mathematics Volume 119 No. 16 pp.2009-2015, 2018.  

[10]H.S.Mary, H.B. Malcolm, I. B. Mohamad,, B. Paul, M. Denis, L. Joe, K. Gideon, "The Effectiveness of Educational Support to Orphans and Vulnerable Children in Tanzania and Uganda", International Scholarly Research Notices, vol. 2013, Article ID 518328, 9 pages, 2013. 

[11]https://portal.bazeuniversity.edu.ng/student/assets/thesis/2021020606440184225752.pdf (last accessed 03-09-2022).

[12]McKenzie, Richard B. "Rethinking orphanages for the 21st Century: A search for reforms for the nation's childwelfare.", Spectrum: Journal of State Government 71, no. 2 (1998): 8-12.

[13]Indhu K, Rohan P, Yogesh Kumar. B, Srigurulekha K, Yogalakshmi P and Kirubadevi R, "Orphanage Finder Application", International Journal of Computer Science Trends and Technology (IJCST) – Vol.10 Issue.1,pp. 99-103, Jan-Feb 2022.

[14]https://www.unicef-irc.org/covid-children-library?tag=orphans (last accessed 03-09-2022).

[15]https://github.com/topics/orphanages (last accessed 03-09-2022).

[16]B. B. Ahamed, T. Ramkumar and S. Hariharan, "Data Integration Progression in Large Data Source Using Mapping Affinity," 2014 7th International Conference on Advanced Software Engineering and Its Applications, 2014, pp. 16-21, doi: 10.1109/ASEA.2014.11.