Stream ETL framework for twitter-based sentiment analysis: Leveraging big data technologies

QR Code

Stream ETL framework for twitter-based sentiment analysis: Leveraging big data technologies

Twitter has emerged as a rich source of real-time data, providing valuable insights across various domains such as healthcare and business. Sentiment analysis is crucial in understanding public reactions and sentiments expressed on Twitter, empowering organizations to make informed decisions. Howeve...

Full description

Bibliographic Details
Published in:	Expert Systems with Applications
Main Author:	Ismail A.; Sazali F.H.; Agos Jawaddi S.N.; Mutalib S.
Format:	Article
Language:	English
Published:	Elsevier Ltd 2025
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85206601204&doi=10.1016%2fj.eswa.2024.125523&partnerID=40&md5=c7f27b8970860bd0aa0c348753aad6e8

Similar Items

Stream ETL framework for twitter-based sentiment analysis: Leveraging big data technologies
by: Ismail, et al.
Published: (2025)

Discovering Hate Sentiment within Twitter Data through Aspect-Based Sentiment Analysis
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2020)

Leveraging social media data using latent dirichlet allocation and naïve bayes for mental health sentiment analytics on Covid-19 pandemic
by: Khalid N.; Abdul-Rahman S.; Wibowo W.; Abdullah N.A.S.; Mutalib S.
Published: (2023)

Hate crime on twitter: Aspect-based sentiment analysis approach
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2019)

Sentiment analysis on footwear products preferences based on Twitter feeds
by: Azman M.L.; Rosdin N.Y.N.; Jasni N.H.; Nasir N.
Published: (2024)

Exploring public sentiments towards courier services in Malaysia through Twitter: a sentiment analysis approach
by: Ariff M.I.M.; Salim R.M.Z.R.; Azizan A.; Ahmad S.; Arshad N.I.; Abdullah M.N.
Published: (2024)

Autonomous anomaly detection for streaming data
by: Iqbal Basheer M.Y.; Mohd Ali A.; Abdul Hamid N.H.; Mohd Ariffin M.A.; Osman R.; Nordin S.; Gu X.
Published: (2024)

Autonomous anomaly detection for streaming data
by: Basheer, et al.
Published: (2024)

Technology, Organization and Environment as Strategic Factors of Big Data Analytics Readiness and Acquisition Intention to adopt Big Data Analytics in Malaysian Libraries
by: Salman, et al.
Published: (2024)

Technology, Organization and Environment as Strategic Factors of Big Data Analytics Readiness and Acquisition Intention to adopt Big Data Analytics in Malaysian Libraries
by: Salman, et al.
Published: (2024)

Enhancing energy efficiency in cloud scaling: A DRL-based approach incorporating cooling power
by: Agos Jawaddi S.N.; Ismail A.; Shafian S.
Published: (2023)

Automatic Labelling of Malay Cyberbullying Twitter Corpus using Combinations of Sentiment, Emotion and Toxicity Polarities
by: Maskat R.; Faizzuddin Zainal M.; Ismail N.; Ardi N.; Ahmad A.; Daud N.
Published: (2020)

Malaysian fibre internet service provider: a naïve Bayes classification Twitter sentiment analysis
by: Samah K.A.F.A.; Fahruddin M.N.; Hamzah R.; Riza L.S.; Ismail K.N.; Roslan R.; Aminuddin R.; Nasaruddin N.I.S.
Published: (2024)

A Review on Student Attrition in Higher Education Using Big Data Analytics and Data Mining Techniques
by: Tarmizi S.S.A.; Mutalib S.; Hamid N.H.A.; Rahman S.A.
Published: (2019)

Energy efficient task scheduling based on deep reinforcement learning in cloud environment: A specialized review
by: Hou H.; Agos Jawaddi S.N.; Ismail A.
Published: (2024)

Aspect-Based Classification and Visualization of Twitter Sentiment Analysis Towards Online Food Delivery Services in Malaysia
by: Samah K.A.F.A.; Jailani N.S.; Hamzah R.; Aminuddin R.; Abidin N.A.Z.; Riza L.S.
Published: (2024)

Big Data: Issues and Challenges in Clustering Data Visualization
by: Zaki U.H.H.; Kamsani I.I.; Fadzil A.F.A.; Idrus Z.; Kandogan E.
Published: (2025)

Evaluating aspect-based sentiment classification on Twitter hate speech using neural networks and word embedding features
by: Zainuddin N.; Selamat A.; Ibrahim R.
Published: (2018)

Enhancing Minority Sentiment Classification in Gastronomy Tourism: A Hybrid Sentiment Analysis Framework With Data Augmentation, Feature Engineering and Business Intelligence
by: Razali, et al.
Published: (2024)

Enhancing Minority Sentiment Classification in Gastronomy Tourism: A Hybrid Sentiment Analysis Framework with Data Augmentation, Feature Engineering and Business Intelligence
by: Razali M.N.; Manaf S.A.; Hanapi R.B.; Salji M.R.; Chiat L.W.; Nisar K.
Published: (2024)

Integrating OpenAI Gym and CloudSim Plus: A simulation environment for DRL Agent training in energy-driven cloud scaling
by: Jawaddi, et al.
Published: (2024)

Analyzing Windstorm Pattern in Malaysia based on Extracted Twitter Data
by: Isa N.A.; Salleh S.A.; Chan A.; Zakaria N.H.; Suif Z.; Abdul Halim M.
Published: (2022)

Optimizing big data in bioinformatics with swarm algorithms
by: Abdul-Rahman S.; Bakar A.A.; Mohamed-Hussein Z.-A.
Published: (2013)

Big data in real time to detect anomalies
by: Abinaya N.; Kumar A.V.S.; Chaturvedi A.; Musirin I.B.; Rao M.; Kaur G.; Kaur S.; Saleh O.S.; Malladi R.; Arya N.
Published: (2024)

LexDeep: Hybrid Lexicon and Deep Learning Sentiment Analysis Using Twitter for Unemployment-Related Discussions during COVID-19
by: Mohamed A.; Zain Z.M.; Shaiba H.; Alturki N.; Aldehim G.; Sakri S.; Yatin S.F.M.; Zain J.M.
Published: (2023)

Malaysia Citizen Sentiment on Government Response Towards Covid-19 Disaster Management: Using LDA-based Topic Visualization on Twitter
by: Ma'ady M.N.P.; Rahim A.F.A.; Syahda T.S.N.; Rizqi A.F.; Ratna M.C.A.
Published: (2024)

Enhancing energy efficiency in cloud scaling: A DRL-based approach incorporating cooling power
by: Jawaddi, et al.
Published: (2023)

Review of Big Data Integration in Construction Industry Digitalization
by: Yousif O.S.; Zakaria R.B.; Aminudin E.; Yahya K.; Mohd Sam A.R.; Singaram L.; Munikanan V.; Yahya M.A.; Wahi N.; Shamsuddin S.M.
Published: (2021)

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Soh Z.H.C.
Published: (2024)

Insights into cloud autoscaling: a unique perspective through MDP and DTMC formal models
by: Agos Jawaddi S.N.; Ismail A.; Mohammad Hatta M.N.H.; Kamarulzaman A.F.
Published: (2024)

The effect of big data competencies and tone at the top on internal auditors fraud detection effectiveness
by: Dewi N.S.; Said J.; Faiza S.N.; Julian L.
Published: (2024)

Sustainability and Technology Go Hand in Hand to Achieve Excellence in Thai Family Businesses: A Big Data Analytical Perspective
by: Sawangchai, et al.
Published: (2024)

Sustainability and Technology Go Hand in Hand to Achieve Excellence in Thai Family Businesses: A Big Data Analytical Perspective
by: Sawangchai A.; Khalid R.; Raza M.; Alshuaibi M.S.; Valeri M.; kasuma J.
Published: (2024)

Big data simulation for surface reconstruction on CPU-GPU platform
by: Hadi N.A.
Published: (2019)

Exploring the Diffusion of Big Data Analytics within Accounting Education
by: Sufian, et al.
Published: (2023)

University students' readiness for job opportunities in big data analytics
by: Yusoff S.; Noh N.H.M.; Isa N.
Published: (2021)

An analysis on performance of different type classifiers in handling big data sets
by: Mohamad M.; Selamat A.
Published: (2019)

Determinants factors of intention to adopt big data analytics in malaysian public agencies
by: Sahid N.Z.; Sani M.K.J.A.; Noordin S.A.; Zaini M.K.; Baba J.
Published: (2021)

A Hybrid Personalized Text Simplification Framework Leveraging the Deep Learning-based Transformer Model for Dyslexic Students
by: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
Published: (2024)

The effect of big data competencies and tone at the top on internal auditors fraud detection effectiveness
by: Dewi, et al.
Published: (2024)