On Cognitive Level Classification of Assessment-items Using Pre-trained BERT-based Model

AS Dipto, MMR Limon, FT Tuba, MM Uddin… - Proceedings of the …, 2023 - dl.acm.org
Outcome based education (OBE) is gaining popularity nowadays due to its effectiveness in
preparing learners for their future roles as active participants. Bloom's taxonomy is a well …

Evaluating the Effectiveness of Different Machine Learning Approaches for Sentiment Classification

S Bayat, G Işık - Journal of the Institute of Science and Technology, 2023 - dergipark.org.tr
This study presents a comparison of four different machine learning algorithms for sentiment
analysis on a small subset of the AR-P (Amazon Reviews-Polarity) dataset. The algorithms …

Evaluation of Machine Learning Algorithms for Text Classification Tasks

MK Aravindan, XM Raajini, YS Ingle… - … on Smart Generation …, 2023 - ieeexplore.ieee.org
Assessing machine-learning algorithms for texttype responsibilities is critical to advancing
the world of herbal language processing (NLP). As using applications that use NLP grows …

A PRELIMINARY STUDY OF SENTIMENT ANALYSIS ON COVID-19 NEWS: LESSON LEARNED FROM DATA ACQUISITION, PRE-PROCESSING, AND …

RN Amalia, K Sadik, KA Notodiputro - BAREKENG: Jurnal Ilmu …, 2023 - ojs3.unpatti.ac.id
Sentiment analysis is a method used to analyze opinions and feelings. The goal of
sentiment analysis is to determine whether a document contains a positive or negative …

Identifying Euroscepticism Using a Text-As-Data Approach: An Experimental Study Employing Parliamentary Speeches

C Djouvas, C Christodoulou… - … on Semantic and …, 2023 - ieeexplore.ieee.org
This study proposes a comprehensive measure of Euroscepticism through textual analysis
of parliamentary speeches. This innovative approach offers direct insights into politicians' …

Identification of Texts Using ML Algorithm for The Accurate Recognition

MJ Pasha, K Kajendran, S Deshmukh… - … on Power Energy …, 2023 - ieeexplore.ieee.org
A Comparative evaluation of device mastering Algorithms for textual content classification
textual content category is an vital assignment in herbal language processing, where the …

Extracting Semantic Topics about Development in Africa from Social Media

S Harriet, A Diattara, A Traore, R Hu, D Zhang… - Authorea …, 2024 - techrxiv.org
The extraction of knowledge about the prevalent issues discussed on social media in Africa
using Artificial Intelligence techniques is vital for informing public governance. The goals of …

Design Strategies for Machine Learning Algorithms for Text Classification

AA Junnarkar, SK Jakhar, M Nagpal… - … on Smart Generation …, 2023 - ieeexplore.ieee.org
The text type is a vital undertaking within the realm of gadget-gaining knowledge of
algorithms and can contain classifying text files into predefined classes. Text category is …

[PDF][PDF] Research Article News Classification and Categorization with Smart Function Sentiment Analysis

MNW Nkongolo - 2023 - academia.edu
Search engines are tools used to find information on the Internet. Since the web has a
plethora of websites, the engine queries the majority of active sites and builds a database …

Sentiment Analysis of Roman Urdu Text Using Machine Learning Techniques

M Malik, H Ghous - Innovative Computing Review, 2023 - journals.umt.edu.pk
Social media has attained popularity during the last few decades due to the rapid growth of
online businesses and social interaction. People can interact with one another and …