ISSN 2394-5125
 

Research Article 


CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S.

Abstract
Students in the current era are very clear in opting their education and career. In studies and to pursue the desired course, it is
necessary for the students to evaluate their skills and to recognize their area of interest. The proposed work uses Random Forest
and K-Nearest Neighbors algorithms to allow students to identify the field of interests and talents to bring them in. The work also
helps the students in motivating their interests and improve the performance to direct towards their goal. The marks scored by the
students in the academics, the interests in different courses,obtained by the set of questions answered are used to predict the
career. This kind of career recommender system helps to decide the job role of a particular candidate, which is very useful for job
recruiters.

Key words: Career recommendation; recruitment; random forest; machine learning, classification.


 
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REFERENCES
1. Shewade DG, Pradhan SC. Auditing of prescriptions in a government teaching hospital and four retail medical stores in Pondicherry. Indian J Pharmacol 1998;30:408-10.


2. Kshirsagar MJ, Langade D, Patil S, Patki PS. Prescribing patterns among medical practitioners in Pune, India. Bull World Health Organ 1998;76:271-5.

[
Pubmed]    [PMC Free Fulltext]   

3. Kastury N, Singh S, Ansari KU. An audit of prescription for rational use of fixed dose drug combinations. Indian J Pharmacol 1999;31:367-9.


4. WHO Model list of Essential drugs 2011, 17th edition (March 2011). Available at http://www.who.int/medicines/publications/essentialmedicines/en/. Accessed 12 September 2012.


5. Tripathi KD. Essentials of Medical Pharmacology, 6th edition, Jaypee Brothers Medical Publishers (P) Ltd, New Delhi, 2008.


6. Beares WT. Analgesic combinations. In: Lasagna, editor. Combination drugs: Their uses and regulation. New York, Stration International Medical Book Corporation, 1975:52-72.


7. Ansari KU, Singh S, Pandey RC. Evaluation of doctors for rational drug therapy. Indian J Pharmacol 1998;30:43-46.


8. Current index of medical specialities (CIMS), July-Oct 2011 (update 3). Bangalore, India: CMP Medica India; 2011.


9. DRUG TODAY, July-Sept 2011 (volume 1 & 2) Delhi, Lorina Publication (India) Inc., 2011.


10. Gautam CS, Aditya S. Irrational drug combinations: Need to sensitize undergraduates. Indian J Pharmacol 2006;38:169-70.

http://dx.doi.org/10.4103/0253-7613.25802


11. Rahman Z, Nazneen R, Begum M. Evaluation of prescribing pattern of the private practitioners by the undergraduate medical students. Bangladesh J Pharmacol 2009;4:73-5.

How to Cite this Article
Pubmed Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. JCR. 2020; 7(17): 1234-1240. doi:10.31838/jcr.07.17.157


Web Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. http://www.jcreview.com/?mno=28536 [Access: August 18, 2021]. doi:10.31838/jcr.07.17.157


AMA (American Medical Association) Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. JCR. 2020; 7(17): 1234-1240. doi:10.31838/jcr.07.17.157



Vancouver/ICMJE Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. JCR. (2020), [cited August 18, 2021]; 7(17): 1234-1240. doi:10.31838/jcr.07.17.157



Harvard Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S (2020) CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. JCR, 7 (17), 1234-1240. doi:10.31838/jcr.07.17.157



Turabian Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. 2020. CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. Journal of Critical Reviews, 7 (17), 1234-1240. doi:10.31838/jcr.07.17.157



Chicago Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. "CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM." Journal of Critical Reviews 7 (2020), 1234-1240. doi:10.31838/jcr.07.17.157



MLA (The Modern Language Association) Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S. "CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM." Journal of Critical Reviews 7.17 (2020), 1234-1240. Print. doi:10.31838/jcr.07.17.157



APA (American Psychological Association) Style

Sheba Selvam, Aparna.N, Deepika.V, Bhoomika.K.M, Gunashree.S (2020) CAREER RECOMMENDER SYSTEM USING RANDOM FOREST ALGORITHM. Journal of Critical Reviews, 7 (17), 1234-1240. doi:10.31838/jcr.07.17.157