Online Campus Recruitment System-A Machine Learning Model

Main Article Content

Mithilesh Kumar Dubey
Barkha Narang

Abstract

As the job market for college students heats up, firms are paying more attention to campus recruiting as the major way of employing college graduates. This research looks at the indicators and reasons for possible hazards for companies when recruiting on college campuses. Several measures are advised in the interim, which may assist organizations to decrease the hazards connected with campus recruiting and boost its success rate. Training and placement cell operations are expedited, and students are put in the most coordinated scenario feasible, all owing to the campus recruiting system. This promotes the aggregation of student knowledge to boost the selection rate and simplifies the process of automatically creating management data. The major purpose of online training and placement is to automate the placement cell. CV validation, advertising job vacancies to a student community, maintaining contact with companies to invite students to internships and other events, monitoring the selection process, and engaging with a broad variety of users.

Article Details

How to Cite
Dubey, M. K. ., & Narang, B. . (2023). Online Campus Recruitment System-A Machine Learning Model. International Journal on Recent and Innovation Trends in Computing and Communication, 11(10s), 459–474. https://doi.org/10.17762/ijritcc.v11i10s.7655
Section
Articles

References

A.Suresh And K.L. Shunmuganathan (2012), “Important Engineering Factor Analysis Using Data Mining Approach”, International Journal Of Engineering Science And Technology, ISSN: 0975-5462, Vol. 4 No.02 February 2012, Pp. 606-610. March 2011.

Mr. Nilesh T. Rathod, Prof. Seema Shah Paper On“Design Paper On Online Training And Placement System(Otap)” International Conference On Education And Educational Technologies,2013.

Vijay Yadav; Ujjwal Gewali; Suman Khatri;Shree Ram Rauniyar; Aman Shakya, “Smart JobRecruitment Automation: Bridging IndustryAnd University”, IEEE, 2019 Artificial Intelligence For Transforming Engineering AndSociety (AITB)

Lu Shumin; Rao Yuan, “ResearchOn CampusRecruitment Management Platform Based OnDynamic Electronic Commerce”, The 2ndInternational Conference On InformationScience And Engineering, IEEE, 17 January2011

Ying Zhang; Xuanping Luo; Chen Zhong;Xinghua Cai; Xiang Gao, “Research On TheEffectiveness Of Campus Recruitment Based OnBig Data”, IEEE, 2019 International ConferenceOn Smart Grid And Electrical Automation(ICSGEA).

M. Mansourvar And N.B. Mohd Yasin,"Development Of A Job Web Portal To ImproveEducation Quality", International Journal OfComputer Theory And Engineering, Pp. 43-46,January 2014.

K. Kopuri, G.M.H. Aqueel, A.S. Jabeen, And T.K.Shaik Shavali, "An Online Job PortalManagement System", International Journal OfInnovative Research In Technology, Vol. 3, No.9, February 2017.

K. Liza, M.A. Uddin, And M.A. Mahfuz,"Student's Behavioral Intention And AcceptanceOf E-Recruitment System: A BangladeshPerspective", 12th International Conference OnInnovation & Management, Pp. 1297-1303,2015.

O. Shafique, " Recruitment In The 21 St Century", Interdisciplinary Journal Of ContemporaryResearch In Engineering, Vol. 4, No. 2, Pp. 887-901,2012.

E. Parry And S. Tyson, "An Analysis Of Use AndSuccess Of Online Recruitment Methods In TheUK", Human Resource Management Journal,Vol. 18, No. 3, Pp. 257-254, 2008.

M.G.G. Ventura And R.P. Bringula,"Effectiveness Of Online Job RecruitmentSystem: Evidence From The University Of TheEast", IJCSI International Journal Of Computer Science Issues, Vol. 10, No. 4, Pp. 152-159, July2013.

H.H. Frederick And A.D. Plessis, “EffectivenessOf E-Recruiting: Empirical Evidence From TheRosebank Engineering Cluster In Auckland NewZealand", Science Journal Of EngineeringManagement, Vol. 2012, Pp. 1-19, August 2012.

Ashworth, Peter; Saxton, Judy (2019). Managing Work Experience.ISBN-0-415-07126-7

Timothy JA.; Robert BD(2019). Effects of work values on job choice decisions, Journal of Applied Psychology, Vol 77(3), Jun 1992, 261- 271

Sara L. Rynes (2019)., Recruitment, Job Choice, and Post-Hire consequences: A Call for New Research Directions, Center for Advanced Human Resource Studies (CAHRS-Working Paper Series. (pp. 777- 779

Ahmed Shuaib, Tahir Hammad, and Syed Waleed Ali Warsi (2014). E-recruitment Transforming the dimensions of OnlineJob Seeking: A CaseofPakistan,International Journal of Human Resource Studies ISSN 2162- 3058 2014, Vol. 5, No. 1

Wozniak, J. (2014).On E-Recruitment And Four Ways Of Using Its Methods, ISSN print 2029-4441/ ISSN online 2029-929X ISBN print 978-609-457-652- 2/ ISBN online 978-609-457-651-5

Ana Oliveira, Yosef Ben-David, Susan Smit, Elena Popova , Milica Mili?. Enhancing Data-driven Decision Making with Machine Learning in Decision Science. Kuwait Journal of Machine Learning, 2(3). Retrieved from http://kuwaitjournals.com/index.php/kjml/article/view/200

Lane TS, Armin J, Gordon JS, (2015). Online Recruitment Methods for web-based and Mobile Health Studies: A Review of the LiteratureJ Med Internet Res 2015;17(7):e183

Haas, C.T., Glover, R.W., Tucker, R.L. and Terrien,R. K.(2011). Impact of the Internet on the Recruitment of Skilled Labor, A Report of Center for Construction Industry Studies The University of Texas at Austin

Ventura, G. G., And Bringula, P.R. (2013): Effectiveness of Online Job Recruitment System: Evidence from the University of the East, IJCSI International Journal of Computer Science Issues, Vol. 10, Issue 4, No 1, July 2013 ISSN (Print): 1694-0814 | ISSN (Online): 1694-0784

Galhena, L. B and Liyanage, M. D (2014).Effect of E-Recruitment on Behavioural Intention of Candidates: Empirical Evidence From Management Undergraduates in Sri Lanka, Proceedings of the 3rd International Conference on Management and Economics

Zin, M. S. Jaafar, Mat, Alias W. and Ashari (2016). E-Recruitment Technology: The Effective Source of Recruitment, ISSN: 2090-4274 Journal of Applied Environmental and Biological Sciences www.textroad.com, J. Appl. Environ. Biol. Sci., 6(1S)84-89, 2016

Fred, O. M. And Kinange, M. (2016). Effectiveness of E-Recruitment in Organization Development, Management, and Economic Journal ISSN: 2456- 2661, MEJ 2016, 5, 272-282

Lane TS, Armin J, Gordon JS, (2015). Online Recruitment Methods for web-based and Mobile Health Studies: A Review of the LiteratureJ Med Internet Res 2015;17(7):e183

Sarah Taher Y. Al- lami, Ali A. F. Al- Hamadani. (2023). Systematic Review for Comparison Type of Pulse Tube Refrigerator. International Journal of Intelligent Systems and Applications in Engineering, 11(4s), 625–633. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/2740

Santhosh Kumar H,” Online Training and Placement Management system”,International Journal of Engineering Research Technology (IJERT),ICACT - 2016 Conference Proceedings.

Mythili M, Aishwarya R, Shenbagam P, Sandhya C,” E Placement Management”, International Journal of Pure and Applied Mathematics(IJPAM), Volume 119 No. 10 2018, 1823-1834.

Anjali v, Jeyalakshmi PR, Anbubala R,Sri Mathura devi, Ranjini.V, ”Web Based Placement Management System”, International Journal of Computer Science and Information Technologies(IJCSIT), Vol. 7 (2), 2016, 760-763.

Rajnesh Tripathi, Raghvendra Singh, Jaweria Usmani, ”Campus Recruitment and Placement Sys- tem”, International Conference on Recent Innovations in Science and Engineering(Icrise-18), April, 2018.

College Placement Management System Prof. Rupali Komatwar Lecturer, Computer, Atharva College of Engineering, Mumbai, India International Journal of Advanced Research in Computer and Communication Engineering 2020

Online Training and Placement Management System, Santhosh Kumar H Mtech Scholar 4th Sem, Department of CSE AMC Engineering College, Mrs. Srividhya V R Assistant Professor, Department of CSE AMC Engineering College, Bengaluru, India International Journal of Engineering Research & Technology (IJERT) 2016

Mr. Nilesh T. Rathod, Prof. Seema Shah's paper on“Design Paper on Online Training and Placement System(OTaP)” International Conference on Education and Educational Technologies,2013.

Mr. Hitesh K. Kasture, Mr. Abhishek S. Malviya “Training and Placement Web Portal” International Journal on Recent and Innovation Trends in Computing and Communication”.