Performance Analysis on Student Feedback using Machine Learning Algorithms

被引:0
|
作者
Katragadda, Sharnitha [1 ]
Ravi, Varshitha [1 ]
Kumar, Prasanna [1 ]
Lakshmi, G. Jaya [1 ]
机构
[1] VR Siddhartha Engn Coll, IT Dept, Vijayawada, India
关键词
Opinion mining; Sentiment analysis; Supervised learning; Natural Language Processing;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
It investigates opinion mining by means of supervised learning techniques to search out the emotion of the student input bolstered characterized choices of instructing and learning. The examination led includes the apparatus of a blend of Al and common language preparing systems on understudy input data accumulated from module investigation overview consequences of YR Siddhartha Engineering College, Vijayawada. Additionally, to offer a grade by grade clarification of the technique of accomplishment of opinion mining on or after scholar remarks using the open source tool Python, the work additionally offers a comparative overall performance take a look remarks supported, extracted alternatives like examination, teaching and so on. The consequences are as compared to be trying to find out higher overall performance with relevance several evaluation standards designed for the various techniques.
引用
收藏
页码:1161 / 1163
页数:3
相关论文
共 50 条
  • [1] Student Performance Prediction Using Machine Learning Algorithms
    Ahmed, Esmael
    APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING, 2024, 2024
  • [2] Student Performance Prediction and Classification Using Machine Learning Algorithms
    Sekeroglu, Boran
    Dimililer, Kamil
    Tuncal, Kubra
    PROCEEDINGS OF 2019 8TH INTERNATIONAL CONFERENCE ON EDUCATIONAL AND INFORMATION TECHNOLOGY (ICEIT 2019), 2019, : 7 - 11
  • [3] Classification and prediction of student performance data using various machine learning algorithms
    Pallathadka H.
    Wenda A.
    Ramirez-Asís E.
    Asís-López M.
    Flores-Albornoz J.
    Phasinam K.
    Materials Today: Proceedings, 2023, 80 : 3782 - 3785
  • [4] Enhancing Student Academic Performance Forecasting: A Comparative Analysis of Machine Learning Algorithms
    Ishaan Dawar
    Sakshi Negi
    Sumita Lamba
    Ashok Kumar
    SN Computer Science, 5 (6)
  • [5] Sentiment Analysis of Student Feedback Using Machine Learning and Lexicon Based Approaches
    Nasim, Zarmeen
    Rajput, Quratulain
    Haider, Sajjad
    2017 5TH INTERNATIONAL CONFERENCE ON RESEARCH AND INNOVATION IN INFORMATION SYSTEMS (ICRIIS 2017): SOCIAL TRANSFORMATION THROUGH DATA SCIENCE, 2017,
  • [6] Performance Analysis of Digit Recognizer Using Various Machine Learning Algorithms
    Chittem, Lakshmi Alekya
    Logofatu, Doina
    Mim, Sheikh Sharfuddin
    24TH INTERNATIONAL CONFERENCE ON ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EAAAI/EANN 2023, 2023, 1826 : 340 - 351
  • [7] Experimental Performance Analysis of Machine Learning Algorithms
    Khekare, Ganesh
    Turukmane, Anil V.
    Dhule, Chetan
    Sharma, Pooja
    Kumar Bramhane, Lokesh
    Lecture Notes in Electrical Engineering, 2022, 942 LNEE : 1041 - 1052
  • [8] Student Dropout Prediction in MOOC using Machine Learning Algorithms
    Magalhaes, Elias B. M.
    Santos, Giovanni A.
    Molina Junior, Francisco Carlos D.
    da Costa, Joao Paulo J.
    de Mendonca, Fabio L. L.
    de Sousa Junior, Rafael T.
    2021 WORKSHOP ON COMMUNICATION NETWORKS AND POWER SYSTEMS (WCNPS), 2021,
  • [9] Analysis of Machine learning algorithms for predicting a student's grade
    Sparsh Palkhiwala
    Manush Shah
    Manan Shah
    Journal of Data, Information and Management, 2022, 4 (3-4): : 329 - 341
  • [10] Assessment and Evaluation of Different Machine Learning Algorithms for Predicting Student Performance
    Alsariera, Yazan A.
    Baashar, Yahia
    Alkawsi, Gamal
    Mustafa, Abdulsalam
    Alkahtani, Ammar Ahmed
    Ali, Nor'ashikin
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022