Systematic reviews in sentiment analysis: a tertiary study

A Ligthart, C Catal, B Tekinerdogan - Artificial intelligence review, 2021 - Springer
With advanced digitalisation, we can observe a massive increase of user-generated content
on the web that provides opinions of people on different subjects. Sentiment analysis is the …

Sentiment analysis for Hausa: Classifying students' comments

O Rakhmanov, T Schlippe - … of the 1st Annual Meeting of the …, 2022 - aclanthology.org
We describe our work on sentiment analysis for Hausa, where we investigated monolingual
and cross-lingual approaches to classify student comments in course evaluations …

Detecting abusive Instagram comments in Turkish using convolutional Neural network and machine learning methods

H Karayiğit, Çİ Acı, A Akdağlı - Expert Systems with Applications, 2021 - Elsevier
Instagram is a free photo-sharing platform where each user has a profile and can upload
photos for followers to view, like, and comment. Abusive comments on images can be …

A text mining approach to determinants of attitude towards Syrian immigration in the Turkish Twittersphere

HZ Koytak, MH Celik - Social Science Computer Review, 2023 - journals.sagepub.com
This study uses novel deep learning-based language models to extract meaningful
information from vast chunks of textual data from Twitter on the competing narratives of the …

Sentiment analysis of reviews in kazakh with transfer learning techniques

A Nugumanova, Y Baiburin… - … Conference on Smart …, 2022 - ieeexplore.ieee.org
Heavily pretrained transformer models, such as Bidirectional Encoder Representations from
Transformers (BERT) or Generative Pre-trained Transformer (GPT), have successfully …

Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks

S Yildirim - arXiv preprint arXiv:2401.17396, 2024 - arxiv.org
Deep learning-based and lately Transformer-based language models have been
dominating the studies of natural language processing in the last years. Thanks to their …

Clubhouse experience: sentiment analysis of an alternative platform From the eyes of classic social media users

ID Kocakoç, P Özkan - Data Mining Approaches for Big Data and …, 2022 - igi-global.com
Clubhouse is an invitation-only social networking application that differs from the usual
social media platforms in that it is “audio only.” In this chapter, the sentiments in the social …

[PDF][PDF] An Approach for Audio-Visual Content Understanding of Video using Multimodal Deep Learning Methodology

EB Boztepe, B Karakaya, B Karasulu… - … University Journal of …, 2022 - dergipark.org.tr
This study contains an approach for recognizing the sound environment class from a video
to understand the spoken content with its sentimental context via some sort of analysis that is …

Enhancing Turkish sentiment analysis using pre-trained language models

Ö Köksal - 2021 29th Signal Processing and Communications …, 2021 - ieeexplore.ieee.org
Sentiment Analysis is a particular natural language processing task that is widely used in
obtaining the customer's opinion for a product and measuring customer satisfaction. As with …

LOJİSTİK REGRESYON İLE FAYDALI MÜŞTERİ YORUMLARINI TAHMİNLEME

A Akbıyık, O Arı - Journal of Research in Business, 2022 - dergipark.org.tr
Tüketicilerin elektronik ortamda gerçekleştirdiği satınalma deneyimlerini paylaştıkları yorum
ve değerlendirme sayılarındaki! artış, yapılan yorumlarla! ilgilenen potansiyel müşteriler için …