Recommendation system: National Institute rank prediction using Machine Learning

被引:0
|
作者
Himaja, Gadi [1 ]
Rao, Gadu Srinivasa [1 ]
Naidu, Gali Akarsh [2 ]
Nagothi, Tirumalesh [2 ]
Dalli, Susmitha [2 ]
机构
[1] Gitam Deemed Be Univ, Visakhapatnam, Andhra Pradesh, India
[2] Gitam Deemed Univ, Visakhapatnam, Andhra Pradesh, India
关键词
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Predicts future university or college rankings and to design a Recommendation system that notifies institutions of which factors could be addressed to improve their future rankings. The approach for constructing a system that predicts the ranking of university by evaluating the indicators of performance for national university is provided in this research. Here the datasets used are from the NIRF. Then based on the score of previous years, we predict the rank by giving the performance indicators to the model. Later, a recommendation system was built which tells a university or college which parameters must be improved so as to get better rankings in the future [1] [2].
引用
收藏
页码:146 / 152
页数:7
相关论文
共 50 条
  • [1] Depression prediction and therapy recommendation using machine learning technique
    Saranya, K.G.
    Babitha Reddy, C.H.
    Bhavyasree, M.
    Rubika, M.
    Varsha, E.
    International Journal of Computational Systems Engineering, 2024, 8 (1-2) : 120 - 127
  • [2] Crop Recommendation System using Machine learning Classifiers
    Guharoy, Rabel
    Revar, Ashish
    Nalluri, Varshita
    Deshkar, Dhaval
    Lunagaria, Munindra
    2024 1ST INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND ARTIFICIAL INTELLIGENCE, SESAI 2024, 2024, : 126 - 131
  • [3] IoT-based group size prediction and recommendation system using machine learning and deep learning techniques
    Chopra, Deepti
    Kaur, Arvinder
    SN APPLIED SCIENCES, 2021, 3 (02):
  • [4] IoT-based group size prediction and recommendation system using machine learning and deep learning techniques
    Deepti Chopra
    Arvinder Kaur
    SN Applied Sciences, 2021, 3
  • [5] Prediction of an educational institute learning environment using machine learning and data mining
    Shoaib, Muhammad
    Sayed, Nasir
    Amara, Nedra
    Latif, Abdul
    Azam, Sikandar
    Muhammad, Sajjad
    EDUCATION AND INFORMATION TECHNOLOGIES, 2022, 27 (07) : 9099 - 9123
  • [6] Prediction of an educational institute learning environment using machine learning and data mining
    Muhammad Shoaib
    Nasir Sayed
    Nedra Amara
    Abdul Latif
    Sikandar Azam
    Sajjad Muhammad
    Education and Information Technologies, 2022, 27 : 9099 - 9123
  • [7] An Ensemble Prediction Model for Potential Student Recommendation Using Machine Learning
    Yan, Lijuan
    Liu, Yanshen
    SYMMETRY-BASEL, 2020, 12 (05):
  • [8] Personalized Book Recommendation System using Machine Learning Algorithm
    Sarma, Dhiman
    Mittra, Tanni
    Hossain, Mohammad Shahadat
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (01) : 212 - 219
  • [9] Video Recommendation System Using Machine-Learning Techniques
    Meesala Sravani
    Ch Vidyadhari
    S Anjali Devi
    Journal of Harbin Institute of Technology(New Series), 2024, 31 (04) : 24 - 33
  • [10] Optimized Doctor Recommendation System using Supervised Machine Learning
    Singh, Himanshu
    Singh, Moirangthem Biken
    Sharma, Ranju
    Gat, Jayesh
    Agrawal, Ayush Kumar
    Pratap, Ajay
    PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING AND NETWORKING, ICDCN 2023, 2023, : 360 - 365