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
  • [41] Traffic Prediction for Intelligent Transportation System Using Machine Learning
    Swathi, V
    Yerraboina, Sirisha
    Mallikarjun, G.
    JhansiRani, M.
    2022 SECOND INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL, COMPUTING, COMMUNICATION AND SUSTAINABLE TECHNOLOGIES (ICAECT), 2022,
  • [42] Chaotic System Prediction Using Data Assimilation and Machine Learning
    Guo Yanan
    Cao Xiaoqun
    Peng Kecheng
    2020 INTERNATIONAL CONFERENCE ON ENERGY, ENVIRONMENT AND BIOENGINEERING (ICEEB 2020), 2020, 185
  • [43] An Intelligent Disease Prediction and Drug Recommendation Prototype by Using Multiple Approaches of Machine Learning Algorithms
    Nayak, Suvendu Kumar
    Garanayak, Mamata
    Swain, Sangram Keshari
    Panda, Sandeep Kumar
    Godavarthi, Deepthi
    IEEE ACCESS, 2023, 11 : 99304 - 99318
  • [44] Effectiveness of Crop Recommendation and Yield Prediction using Hybrid Moth Flame Optimization with Machine Learning
    Gopi, Subbu Raman
    Karthikeyan, Mani
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2023, 13 (04) : 11360 - 11365
  • [45] Systematic Review on Machine Learning based Recommendation System
    Abinaya, S.
    Sharma, Keerti
    2024 5TH INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN INFORMATION TECHNOLOGY, ICITIIT 2024, 2024,
  • [46] Supporting the Design of Machine Learning Workflows with a Recommendation System
    Jannach, Dietmar
    Jugovac, Michael
    Lerche, Lukas
    ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS, 2016, 6 (01)
  • [47] A Machine Learning based Music Retrieval and Recommendation System
    Mostafa, Naziba
    Wan, Yan
    Amitabh, Unnayan
    Fung, Pascale
    LREC 2016 - TENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2016, : 1970 - 1977
  • [48] A Machine Learning approach for automation of Resume Recommendation system
    Roy, Pradeep Kumar
    Chowdhary, Sarabjeet Singh
    Bhatia, Rocky
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 2318 - 2327
  • [49] Research on Personalized Recommendation System Based on Machine Learning
    Fang, Yong
    2022 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, BIG DATA AND ALGORITHMS (EEBDA), 2022, : 1209 - 1213
  • [50] A Machine Learning Based Crop Recommendation System: A Survey
    Jadhav, Rohini
    Bhaladhare, Pawan
    JOURNAL OF ALGEBRAIC STATISTICS, 2022, 13 (01) : 426 - 430