A meta-heuristic algorithm for the minimal high-quality feature extraction of online reviews
Feature extraction and selection are critical in sentiment analysis (SA) to extract and select only the appropriate features by removing those deemed redundant. As such, the successful implementation of this process leads to better classification accuracy. Inevitably, selecting high-quality minimal...
| Main Authors: | Mat Zin, Harnani, Mustapha, Norwati, Azmi Murad, Masrah Azrifah, Mohd Sharef, Nurfadhlina |
|---|---|
| Format: | Article |
| Published: |
Universiti Utara Malaysia Press
2022
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/100181/ |
Similar Items
A Meta-heuristic Algorithm for the Minimal High-Quality Feature Extraction of Online Reviews
by: Mat Zin, Harnani, et al.
Published: (2022)
by: Mat Zin, Harnani, et al.
Published: (2022)
Term weighting scheme effect in sentiment analysis of online movie reviews
by: Mat Zin, Harnani, et al.
Published: (2018)
by: Mat Zin, Harnani, et al.
Published: (2018)
Recent advances in meta-heuristic algorithms for training multilayer perceptron neural networks
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
Detecting deceptive reviews using lexical and syntactic features
by: Shojaee, Somayeh, et al.
Published: (2013)
by: Shojaee, Somayeh, et al.
Published: (2013)
A hybrid method of feature extraction and naive bayes classification for splitting identifiers
by: Alanee, Nahla, et al.
Published: (2017)
by: Alanee, Nahla, et al.
Published: (2017)
Improving sentiment classification accuracy of financial news using n-gram approach and feature weighting methods
by: Yazdani, Sepideh Foroozan, et al.
Published: (2015)
by: Yazdani, Sepideh Foroozan, et al.
Published: (2015)
Aspect extraction performance with POS tag pattern of dependency relation in aspect-based sentiment analysis
by: Shafie, Ana Salwa, et al.
Published: (2018)
by: Shafie, Ana Salwa, et al.
Published: (2018)
Emerging and prospering trends in crime analysis and investigation systems: a literature review
by: Iqbal, Rizwan, et al.
Published: (2013)
by: Iqbal, Rizwan, et al.
Published: (2013)
Conceptually related lexicon clustering based on word context association mining.
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
Sarcastic tweets detection based on sentiment hashtags analysis
by: Nadali, Samaneh, et al.
Published: (2018)
by: Nadali, Samaneh, et al.
Published: (2018)
Sentiment classification of financial news using statistical features
by: Yazdani, Sepideh Foroozan, et al.
Published: (2017)
by: Yazdani, Sepideh Foroozan, et al.
Published: (2017)
An ontology engineering approach with a focus on human centered design
by: Iqbal, Rizwan, et al.
Published: (2013)
by: Iqbal, Rizwan, et al.
Published: (2013)
An analysis of ontology engineering methodologies : a literature review.
by: Iqbal, Rizwan, et al.
Published: (2013)
by: Iqbal, Rizwan, et al.
Published: (2013)
Semantic question answering of umrah pilgrims to enable self-guided education
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
A proposed framework for the development of an interactive natural language interface to ontologies
by: Agaie, Aliyu Isah, et al.
Published: (2014)
by: Agaie, Aliyu Isah, et al.
Published: (2014)
User guidance for effective query interpretation in natural language interfaces to ontologies
by: Agaie, Aliyu Isah, et al.
Published: (2016)
by: Agaie, Aliyu Isah, et al.
Published: (2016)
Framework of Meta-Heuristic Variable Length Searching for
Feature Selection in High-Dimensional Data
by: Qadir Sara, Tara Othman, et al.
Published: (2023)
by: Qadir Sara, Tara Othman, et al.
Published: (2023)
Hybrid Meta-Heuristic Algorithms For Solving Vehicle Routing Problems
by: Adnan, Sarah Hazwani
Published: (2021)
by: Adnan, Sarah Hazwani
Published: (2021)
A review of cyberbullying detection: an overview
by: Nadali, Samaneh, et al.
Published: (2013)
by: Nadali, Samaneh, et al.
Published: (2013)
Issues and challenges in semantic question answering through natural language interface.
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2013)
Linguistic rule-based translation of natural language question into SPARQL query for effective semantic question answering
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
A survey of searching and information extraction on a classical text using ontology-based semantics modeling: a case of Quran
by: Ahmad, Omar, et al.
Published: (2013)
by: Ahmad, Omar, et al.
Published: (2013)
Dropping down the maximum item set: improving the stylometric authorship attribution algorithm in the text mining for authorship investigation
by: Mustafa, Tareef Kamil, et al.
Published: (2010)
by: Mustafa, Tareef Kamil, et al.
Published: (2010)
Overview and future opportunities of sentiment analysis approaches for big data
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2016)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2016)
MRFGRO: a hybrid meta-heuristic feature selection method for screening COVID-19 using deep features
by: Dey, Arijit, et al.
Published: (2021)
by: Dey, Arijit, et al.
Published: (2021)
Time series predictive analysis based on hybridization of meta-heuristic algorithms
by: Zuriani, Mustaffa, et al.
Published: (2018)
by: Zuriani, Mustaffa, et al.
Published: (2018)
Enhancing generality of meta-heuristic algorithms through adaptive selection and hybridization
by: Kamal Z., Zamli
Published: (2018)
by: Kamal Z., Zamli
Published: (2018)
Time series predictive analysis based on hybridization
of meta-heuristic algorithms
by: Mustaffa, Zuriani, et al.
Published: (2018)
by: Mustaffa, Zuriani, et al.
Published: (2018)
Locust- inspired meta-heuristic algorithm for optimising cloud computing performance
by: Fadhil, Mohammed Alaa
Published: (2023)
by: Fadhil, Mohammed Alaa
Published: (2023)
A model for enhancing pattern recognition in clinical narrative datasets through text-based feature selection and SHAP technique
by: Dalhatu, Sirajo Muhammad, et al.
Published: (2024)
by: Dalhatu, Sirajo Muhammad, et al.
Published: (2024)
Estimation of Middle-East oil
consumption using hybrid
meta-heuristic algorithms
by: Haruna, Chiroma, et al.
Published: (2019)
by: Haruna, Chiroma, et al.
Published: (2019)
Enriching non-taxonomic relations extracted from domain texts
by: Mohd Rafei Heng, Nur Fatin Nabila, et al.
Published: (2011)
by: Mohd Rafei Heng, Nur Fatin Nabila, et al.
Published: (2011)
Online information seeking: a review of the literature in the health domain
by: Azmi Murad, Masrah Azrifah, et al.
Published: (2018)
by: Azmi Murad, Masrah Azrifah, et al.
Published: (2018)
Nature inspired meta-heuristic algorithms for deep learning: recent progress and novel perspective
by: Abubakar, Adamu, et al.
Published: (2019)
by: Abubakar, Adamu, et al.
Published: (2019)
Comparison of meta-heuristic algorithms for fuzzy modelling of covid-19 illness’ severity classification
by: Nur Azieta, Mohamad Aseri, et al.
Published: (2022)
by: Nur Azieta, Mohamad Aseri, et al.
Published: (2022)
Optimizing title and Meta tags based on distribution of keywords; Lexical and semantic approaches
by: Farahmand, Mohammad, et al.
Published: (2011)
by: Farahmand, Mohammad, et al.
Published: (2011)
Multitasking learning model based on hierarchical attention network for Arabic sentiment analysis classification
by: Alali, Muath, et al.
Published: (2021)
by: Alali, Muath, et al.
Published: (2021)
A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
Developing novel meta-heuristic, hyper-heuristic and cooperative search for course timetabling problems
by: Henry Obit, Joe
Published: (2010)
by: Henry Obit, Joe
Published: (2010)
Studying the effect of training Levenberg
Marquardt neural network by using hybrid
meta-heuristic algorithms
by: Abubakar, Adamu, et al.
Published: (2016)
by: Abubakar, Adamu, et al.
Published: (2016)
Similar Items
-
A Meta-heuristic Algorithm for the Minimal High-Quality Feature Extraction of Online Reviews
by: Mat Zin, Harnani, et al.
Published: (2022) -
Term weighting scheme effect in sentiment analysis of online movie reviews
by: Mat Zin, Harnani, et al.
Published: (2018) -
Recent advances in meta-heuristic algorithms for training multilayer perceptron neural networks
by: Al-Asaady, Maher Talal, et al.
Published: (2025) -
Detecting deceptive reviews using lexical and syntactic features
by: Shojaee, Somayeh, et al.
Published: (2013) -
A hybrid method of feature extraction and naive bayes classification for splitting identifiers
by: Alanee, Nahla, et al.
Published: (2017)