Distributed Online Pre-Processing Framework for Big Data Sentiment Analytics
Performing sentiment analysis on social networks big data can be helpful for various research and business projects to take useful insights from text-oriented content. In this paper, we propose a general pre-processing framework for sentiment analysis, which is devoted to adopting FastText with Recu...
| Published in: | Journal of Artificial Intelligence and Data Mining |
|---|---|
| Main Authors: | M. Molaei, D. Mohamadpur |
| Format: | Article |
| Language: | English |
| Published: |
Shahrood University of Technology
2022-04-01
|
| Subjects: | |
| Online Access: | https://jad.shahroodut.ac.ir/article_2394_3644e2e9116dad9870c3da1fa96f3f24.pdf |
Similar Items
Implementing a Deep Learning Model for Intrusion Detection on Apache Spark Platform
by: Mohamed Haggag, et al.
Published: (2020-01-01)
by: Mohamed Haggag, et al.
Published: (2020-01-01)
A New Big Data Processing Framework for the Online Roadshow
by: Kang-Ren Leow, et al.
Published: (2023-06-01)
by: Kang-Ren Leow, et al.
Published: (2023-06-01)
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark
by: Athanasios Alexopoulos, et al.
Published: (2020-03-01)
by: Athanasios Alexopoulos, et al.
Published: (2020-03-01)
New distributed-topsis approach for multi-criteria decision-making problems in a big data context
by: Loubna Lamrini, et al.
Published: (2023-06-01)
by: Loubna Lamrini, et al.
Published: (2023-06-01)
Software analysis of scientific texts: comparative study of distributed computing frameworks
by: Serik Altynbek, et al.
Published: (2025-05-01)
by: Serik Altynbek, et al.
Published: (2025-05-01)
Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE
by: Firmania Dwi Utami, et al.
Published: (2024-11-01)
by: Firmania Dwi Utami, et al.
Published: (2024-11-01)
Pre-Processing and Modeling Tools for Bigdata
by: Hashem Hadi, et al.
Published: (2016-09-01)
by: Hashem Hadi, et al.
Published: (2016-09-01)
Machine learning in big data: A performance benchmarking study of Flink-ML and Spark MLlib
by: Messaoud MEZATI, et al.
Published: (2025-06-01)
by: Messaoud MEZATI, et al.
Published: (2025-06-01)
A Brief Review of Big Data Analytics Based on Machine Learning
by: Ahmed Hussein Ali, et al.
Published: (2020-07-01)
by: Ahmed Hussein Ali, et al.
Published: (2020-07-01)
Distributed Supervised Sentiment Analysis of Tweets: Integrating Machine Learning and Streaming Analytics for Big Data Challenges in Communication and Audience Research
by: Carlos Arcila Calderón, et al.
Published: (2019-01-01)
by: Carlos Arcila Calderón, et al.
Published: (2019-01-01)
A NOVEL TRUE REAL-TIME SPATIOTEMPORAL DATA STREAM PROCESSING FRAMEWORK
by: ATURE ANGBERA, et al.
Published: (2022-09-01)
by: ATURE ANGBERA, et al.
Published: (2022-09-01)
Human Behavior Analysis Using Intelligent Big Data Analytics
by: Muhammad Usman Tariq, et al.
Published: (2021-07-01)
by: Muhammad Usman Tariq, et al.
Published: (2021-07-01)
Analiza porównawcza możliwości i ograniczeń wykorzystania silników Apache Flink, Apache Spark oraz Apache Storm w strumieniowym przetwarzaniu danych
by: Tomasz Waksmundzki, et al.
Published: (2024-12-01)
by: Tomasz Waksmundzki, et al.
Published: (2024-12-01)
Optimized Hybrid Framework Versus Spark and Hadoop: Performance Analysis for Big Data Applications in Vehicular Engine Systems
by: Isinka Joseph Chukwudi, et al.
Published: (2025-01-01)
by: Isinka Joseph Chukwudi, et al.
Published: (2025-01-01)
Applying Machine Learning on Big Data With Apache Spark
by: Elias Dritsas, et al.
Published: (2025-01-01)
by: Elias Dritsas, et al.
Published: (2025-01-01)
The Optimization Strategies on Clarification of the Misconceptions of Big Data Processing in Dynamic and Opportunistic Environments
by: Wei Li, et al.
Published: (2021-08-01)
by: Wei Li, et al.
Published: (2021-08-01)
Innovations as a tool for providing cyber security and increasing the efficiency of banking system
by: E. S. Borisova, et al.
Published: (2019-09-01)
by: E. S. Borisova, et al.
Published: (2019-09-01)
New and Existing Approaches Reviewing of Big Data Analysis with Hadoop Tools
by: Watheq Ghanim Mutasher, et al.
Published: (2022-08-01)
by: Watheq Ghanim Mutasher, et al.
Published: (2022-08-01)
A Scalable Framework for Big Data Analytics in Psychological Research: Leveraging Distributed Systems and Cluster Management
by: Nur Banu Ogur, et al.
Published: (2025-01-01)
by: Nur Banu Ogur, et al.
Published: (2025-01-01)
Big Data in Smart City: Management Challenges
by: Mladen Amović, et al.
Published: (2021-05-01)
by: Mladen Amović, et al.
Published: (2021-05-01)
Kajian Performa Efisiensi Infrastruktur Big Data Hemat Energi Menggunakan Single Board Computer dan Framework Apache Spark
by: Syahel Rusfi Razaba, et al.
Published: (2025-09-01)
by: Syahel Rusfi Razaba, et al.
Published: (2025-09-01)
GMAG: An open-source python package for ground-based magnetometers
by: Kyle R. Murphy, et al.
Published: (2022-11-01)
by: Kyle R. Murphy, et al.
Published: (2022-11-01)
Spatiotemporal Aspects of Big Data
by: Karim Saadia, et al.
Published: (2018-12-01)
by: Karim Saadia, et al.
Published: (2018-12-01)
A DISTRIBUTED ALGORITHM FOR PROTEIN IDENTIFICATION FROM TANDEM MASS SPECTROMETRY DATA
by: Katarzyna ORZECHOWSKA, et al.
Published: (2022-06-01)
by: Katarzyna ORZECHOWSKA, et al.
Published: (2022-06-01)
Redundancy and Complexity Metrics for Big Data Classification: Towards Smart Data
by: Jesus Maillo, et al.
Published: (2020-01-01)
by: Jesus Maillo, et al.
Published: (2020-01-01)
A performance enhanced distributed computing framework for clustering by local direction centrality upon Apache Spark
by: Zhipeng Gui, et al.
Published: (2025-07-01)
by: Zhipeng Gui, et al.
Published: (2025-07-01)
Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models
by: Nasim Ahmed, et al.
Published: (2022-05-01)
by: Nasim Ahmed, et al.
Published: (2022-05-01)
Benchmarking Big Data Systems: Performance and Decision-Making Implications in Emerging Technologies
by: Leonidas Theodorakopoulos, et al.
Published: (2024-11-01)
by: Leonidas Theodorakopoulos, et al.
Published: (2024-11-01)
An Efficient Distributed SPARQL Query Processing Scheme Considering Communication Costs in Spark Environments
by: Jongtae Lim, et al.
Published: (2021-12-01)
by: Jongtae Lim, et al.
Published: (2021-12-01)
Big Data Management in Smart Grids: Technologies and Challenges
by: Ameema Zainab, et al.
Published: (2021-01-01)
by: Ameema Zainab, et al.
Published: (2021-01-01)
Investigation on the use of ensemble learning and big data in crop identification
by: Sayed Ahmed, et al.
Published: (2023-02-01)
by: Sayed Ahmed, et al.
Published: (2023-02-01)
Optimizing Apache Spark MLlib: Predictive Performance of Large-Scale Models for Big Data Analytics
by: Leonidas Theodorakopoulos, et al.
Published: (2025-02-01)
by: Leonidas Theodorakopoulos, et al.
Published: (2025-02-01)
Clustering Big Data Based on Distributed Fuzzy K-Medoids: An Application to Geospatial Informatics
by: Magda M. Madbouly, et al.
Published: (2022-01-01)
by: Magda M. Madbouly, et al.
Published: (2022-01-01)
Mining area skyline objects from map-based big data using Apache Spark framework
by: Chen Li, et al.
Published: (2025-03-01)
by: Chen Li, et al.
Published: (2025-03-01)
Algoritmo Random Forest para la detección de fallos en redes de computadoras
by: Selianne Labañino Urbina, et al.
Published: (2019-09-01)
by: Selianne Labañino Urbina, et al.
Published: (2019-09-01)
The Role of Big Data Analytics in Revolutionizing Diabetes Management and Healthcare Decision-Making
by: Muhammad Nauman, et al.
Published: (2025-01-01)
by: Muhammad Nauman, et al.
Published: (2025-01-01)
FHIR-PYrate: a data science friendly Python package to query FHIR servers
by: René Hosch, et al.
Published: (2023-07-01)
by: René Hosch, et al.
Published: (2023-07-01)
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis †
by: Carlos Dafonte, et al.
Published: (2018-05-01)
by: Carlos Dafonte, et al.
Published: (2018-05-01)
An Adaptive Scalable Data Pipeline for Multiclass Attack Classification in Large-Scale IoT Networks
by: Selvam Saravanan, et al.
Published: (2024-06-01)
by: Selvam Saravanan, et al.
Published: (2024-06-01)
THE ROLE OF BIG DATA IN MARKETING 5.0 : A SYSTEMATIC LITERATURE REVIEW
by: Sri Sulistiya Wati, et al.
Published: (2025-11-01)
by: Sri Sulistiya Wati, et al.
Published: (2025-11-01)
Similar Items
-
Implementing a Deep Learning Model for Intrusion Detection on Apache Spark Platform
by: Mohamed Haggag, et al.
Published: (2020-01-01) -
A New Big Data Processing Framework for the Online Roadshow
by: Kang-Ren Leow, et al.
Published: (2023-06-01) -
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark
by: Athanasios Alexopoulos, et al.
Published: (2020-03-01) -
New distributed-topsis approach for multi-criteria decision-making problems in a big data context
by: Loubna Lamrini, et al.
Published: (2023-06-01) -
Software analysis of scientific texts: comparative study of distributed computing frameworks
by: Serik Altynbek, et al.
Published: (2025-05-01)
