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
  • [31] An Artificial Intelligence-based Crop Recommendation System using Machine Learning
    Apat, Shraban Kumar
    Mishra, Jyotirmaya
    Raju, K. Srujan
    Padhy, Neelamadhab
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2023, 82 (05): : 558 - 567
  • [32] Agricultural Recommendation System for Crops Using Different Machine Learning Regression Methods
    Garanayak, Mamata
    Sahu, Goutam
    Mohanty, Sachi Nandan
    Jagadev, Alok Kumar
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND ENVIRONMENTAL INFORMATION SYSTEMS, 2021, 12 (01) : 1 - 20
  • [33] A Decision Support System for Crop Recommendation Using Machine Learning Classification Algorithms
    Senapaty, Murali Krishna
    Ray, Abhishek
    Padhy, Neelamadhab
    AGRICULTURE-BASEL, 2024, 14 (08):
  • [34] Personalized Learning Recommendation System in E-learning Platforms Using Collaborative Filtering and Machine Learning
    Alanya-Beltran, Joel
    2024 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND APPLIED INFORMATICS, ACCAI 2024, 2024,
  • [35] Development of a service parts recommendation system using clustering and classification of machine learning
    Choi, Young-Hwan
    Lee, Jinwon
    Yang, Jeongsam
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 188
  • [36] Lifelong Learning Courses Recommendation System to Improve Professional Skills Using Ontology and Machine Learning
    Urdaneta-Ponte, Maria Cora
    Mendez-Zorrilla, Amaia
    Oleagordia-Ruiz, Ibon
    APPLIED SCIENCES-BASEL, 2021, 11 (09):
  • [37] A hybrid machine learning approach to hotel sales rank prediction
    Srivastava, Praveen Ranjan
    Eachempati, Prajwal
    Charles, Vincent
    Rana, Nripendra P.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2023, 74 (06) : 1407 - 1423
  • [38] Prediction System for Prostate Cancer Recurrence Using Machine Learning
    Lee, Sun Jung
    Yu, Sung Hye
    Kim, Yejin
    Kim, Jae Kwon
    Hong, Jun Hyuk
    Kim, Choung-Soo
    Seo, Seong Il
    Byun, Seok-Soo
    Jeong, Chang Wook
    Lee, Ji Youl
    Choi, In Young
    APPLIED SCIENCES-BASEL, 2020, 10 (04):
  • [39] Trends in Using IoT with Machine Learning in Health Prediction System
    Aldahiri, Amani
    Alrashed, Bashair
    Hussain, Walayat
    FORECASTING, 2021, 3 (01): : 181 - 206
  • [40] Air Quality Prediction System Using Machine Learning Models
    Chaturvedi, Pooja
    WATER AIR AND SOIL POLLUTION, 2024, 235 (09):