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Title: :  The Student Carrier Guidance Recommendation System using Machine Learning
PaperId: :  10448
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 3 2019
DUI:    16.0415/IJARIIE-10448
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mane Mrunal SuryakantTSSM's Padmabhooshan Vasantdada Patil Institute of Technology
Kaktikar Shivani ShivajiraoTSSM's Padmabhooshan Vasantdada Patil Institute of Technology
Mohol Payal RajaramTSSM's Padmabhooshan Vasantdada Patil Institute of Technology
Munde Shital VasantTSSM's Padmabhooshan Vasantdada Patil Institute of Technology

Abstract

Computer Engineering
Hidden Markov Model, K Means clustering, Collaborative filtering, Hybrid recommendation
There has been exponential growth in the area of education, especially the education system has seen enormous growth, which has had some unforeseen impacts on the students. Due to the large increase in the choices, it has become increasingly difficult for the students to select appropriate courses. This leads to an increase in the number of dropouts and lower experience for the student. There have been several systems that have been developed that help the students choose a better course through their aptitude analyzed with the help f some tests. But it lacks a technique that can counsel students based on their emotional states, which would also account for their strengths and weaknesses. This paper proposes a hybrid recommendation model which utilizes the Hidden Markov Model and Collaborative Filtering to provide optimum recommendations to the students.

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IJARIIE Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. "The Student Carrier Guidance Recommendation System using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 3 2019 Page 1513-1520
MLA Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. "The Student Carrier Guidance Recommendation System using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 5.3(2019) : 1513-1520.
APA Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, & Munde Shital Vasant. (2019). The Student Carrier Guidance Recommendation System using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 5(3), 1513-1520.
Chicago Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. "The Student Carrier Guidance Recommendation System using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 3 (2019) : 1513-1520.
Oxford Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. 'The Student Carrier Guidance Recommendation System using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, 2019, p. 1513-1520. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/The_Student_Carrier_Guidance_Recommendation_System_using_Machine_Learning_ijariie10448.pdf (Accessed : ).
Harvard Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. (2019) 'The Student Carrier Guidance Recommendation System using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 5(3), pp. 1513-1520IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/The_Student_Carrier_Guidance_Recommendation_System_using_Machine_Learning_ijariie10448.pdf (Accessed : )
IEEE Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant, "The Student Carrier Guidance Recommendation System using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, pp. 1513-1520, May-Jun 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/The_Student_Carrier_Guidance_Recommendation_System_using_Machine_Learning_ijariie10448.pdf [Accessed : ].
Turabian Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. "The Student Carrier Guidance Recommendation System using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 3 ().
Vancouver Mane Mrunal Suryakant, Kaktikar Shivani Shivajirao, Mohol Payal Rajaram, and Munde Shital Vasant. The Student Carrier Guidance Recommendation System using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(3) : 1513-1520. Available from: https://ijariie.com/AdminUploadPdf/The_Student_Carrier_Guidance_Recommendation_System_using_Machine_Learning_ijariie10448.pdf
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