Issue 1/2024
Content (94 Articles)
Enhancing cyberbullying detection: a comparative study of ensemble CNN–SVM and BERT models
Hiteshi Saini, Himashri Mehra, Ritu Rani, Garima Jaiswal, Arun Sharma, Amita Dev
VGCas: distinguishing the cascade structure and the global structure in popularity prediction
Wei Yu, Xue Chen, Xiaoming Li, Jun Wang, Ying Sun, Minghu Tang
Multilingual, monolingual and mono-dialectal transfer learning for Moroccan Arabic sentiment classification
Naaima Boudad, Rdouan Faizi, Rachid Oulad Haj Thami
A multilayer network-based framework for investigating the evolution and resilience of multimodal social networks
Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Edoardo Giannelli, Michele Marchetti, Domenico Ursino, Luca Virgili
Knowledge-enhanced graph convolutional networks for Arabic aspect sentiment classification
Rajae Bensoltane, Taher Zaki
Enhancing stance detection through sequential weighted multi-task learning
Nora Alturayeif, Hamzah Luqman, Moataz Ahmed
Toward rumor detection in social networks using multi-layer autoencoder neural network
Amin Qourbani, Mahdi Khodaparast, Rebaz Othman Yahya, Mohammadhossein Habibi, Atieh Nouralishahi, Amin Rezaeipanah
Incorporating historical information by disentangling hidden representations for mental health surveillance on social media
Usman Naseem, Surendrabikram Thapa, Qi Zhang, Liang Hu, Junaid Rashid, Mehwish Nasim
Shaping climate change discourse: the nexus between political media landscape and recommendation systems in social networks
Yousef Sakieh
A novel and precise approach for similarity-based link prediction in diverse networks
Apurva Sharma, Ajay Kumar Yadav, Abhay Kumar Rai
Community detection in social networks by spectral embedding of typed graphs
M. Alfaqeeh, D. B. Skillicorn
Survey-credible conversation and sentiment analysis
Imen Fadhli, Lobna Hlaoua, Mohamed Nazih Omri
Semantic overlapping community detection with embedding multi-dimensional relationships and spatial context
Shulin Cheng, Shan Yang, Xiufang Cheng, Keyu Li, Yu Zheng
Analyzing online public opinion on Thailand-China high-speed train and Laos-China railway mega-projects using advanced machine learning for sentiment analysis
Manussawee Nokkaew, Kwankamol Nongpong, Tapanan Yeophantong, Pattravadee Ploykitikoon, Weerachai Arjharn, Apirat Siritaratiwat, Sorawit Narkglom, Wullapa Wongsinlatam, Tawun Remsungnen, Ariya Namvong, Chayada Surawanitkun
Cybersecurity discussions in Stack Overflow: a developer-centred analysis of engagement and self-disclosure behaviour
Nicolás E. Díaz Ferreyra, Melina Vidoni, Maritta Heisel, Riccardo Scandariato
Review of heterogeneous graph embedding methods based on deep learning techniques and comparing their efficiency in node classification
Azad Noori, Mohammad Ali Balafar, Asgarali Bouyer, Khosro Salmani
Offensive language and hate speech detection using deep learning in football news live streaming chat on YouTube in Thailand
Peerat Pookpanich, Thitirat Siriborvornratanakul
A longitudinal dataset and analysis of Twitter ISIS users and propaganda
Younes Karimi, Anna Squicciarini, Peter Kent Forster
Development of intelligent system based on synthesis of affective signals and deep neural networks to foster mental health of the Indian virtual community
Mandeep Kaur Arora, Jaspreet Singh, Anju Singh
Team performance analysis in football match using network analysis-based approach
Mrinal Kanti Nath, Tapan Chowdhury
Do users adopt extremist beliefs from exposure to hate subreddits?
Matheus Schmitz, Goran Muric, Daniel Hickey, Keith Burghardt
Correction: Public sentiment toward renewable energy in Morocco: opinion mining using a rule-based approach
Mohammed Kasri, Anas El-Ansari, Mohamed El Fissaoui, Badreddine Cherkaoui, Marouane Birjali, Abderrahim Beni-Hssane
Public perception of the Chinese president’s visit to Saudi Arabia and the China–Arab Summit: sentiment analysis of Arabic tweets
Ahmed A. M. Hassan
Correction: Enhancing stance detection through sequential weighted multi-task learning
Nora Alturayeif, Hamzah Luqman, Moataz Ahmed
Correction: Toward rumor detection in social networks using multi‑layer autoencoder neural network
Amin Qourbani, Mahdi Khodaparast, Rebaz Othman Yahya, Mohammadhossein Habibi, Atieh Nouralishahi, Amin Rezaeipanah
A study on the propagation of online public opinion by internet water army
Fuzhong Nian, Chongpei Wang, Duan Zhang, Zhongkai Dang
Evaluating teachers’ effectiveness in classrooms: an ML-based assessment portfolio
Renu Sabharwal, Shah J. Miah
Integrating EEMD and ensemble CNN with X (Twitter) sentiment for enhanced stock price predictions
Nabanita Das, Bikash Sadhukhan, Susmit Sekhar Bhakta, Satyajit Chakrabarti
Arabic sentiment analysis of Monkeypox using deep neural network and optimized hyperparameters of machine learning algorithms
Hasan Gharaibeh, Rabia Emhamed Al Mamlook, Ghassan Samara, Ahmad Nasayreh, Saja Smadi, Khalid M. O. Nahar, Mohammad Aljaidi, Essam Al-Daoud, Mohammad Gharaibeh, Laith Abualigah
Invasiveness, Intrusiveness and Influence: three new metrics to measure communication between political digital echo chambers
Eglantina Kalluçi, Ridvan Peshkopia
Intellectual dark web, alt-lite and alt-right: Are they really that different? a multi-perspective analysis of the textual content produced by contrarians
Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos A. Gonçalves, Rodrygo L. T. Santos
Efficient weighted multi-source trust aggregation scheme for edge computing offloading
Chunxiang Wang, Zhangbing Zhou, Guiping Zheng
Are authorities denying or supporting? Detecting stance of authorities towards rumors in Twitter
Fatima Haouari, Tamer Elsayed
BRaG: a hybrid multi-feature framework for fake news detection on social media
Razieh Chalehchaleh, Mostafa Salehi, Reza Farahbakhsh, Noel Crespi
Performance analysis of semantic veracity enhance (SVE) classifier for fake news detection and demystifying the online user behaviour in social media using sentiment analysis
Monikka Reshmi Sethurajan, K. Natarajan
Twitter’s pulse on hydrogen energy in 280 characters: a data perspective
Deepak Uniyal, Richi Nayak
Keeping it authentic: the social footprint of the trolls’ network
Ori Swed, Sachith Dassanayaka, Dimitri Volchenkov
Fake news detection using recurrent neural network based on bidirectional LSTM and GloVe
Laith Abualigah, Yazan Yehia Al-Ajlouni, Mohammad Sh. Daoud, Maryam Altalhi, Hazem Migdady
A turbulent flow optimized deep fused ensemble model (TFO-DFE) for sentiment analysis using social corpus data
E. Aarthi, S. Jagan, C. Punitha Devi, J. Jeffin Gracewell, Shruti Bhargava Choubey, Abhishek Choubey, S. Gopalakrishnan
Improving association discovery through multiview analysis of social networks
Muhieddine Shebaro, Lia Nogueira de Moura, Jelena Tešić
Online learners’ engagement detection via facial emotion recognition in online learning context using hybrid classification model
Rama Bhadra Rao Maddu, S. Murugappan
Detection of depressive comments on social media using RNN, LSTM, and random forest: comparison and optimization
Manuel Kanahuati-Ceballos, Leonardo J. Valdivia
Assembling a multi-platform ensemble social bot detector with applications to US 2020 elections
Lynnette Hui Xian Ng, Kathleen M. Carley
Multimodal model for the Spanish sentiment analysis in a tourism domain
Julian Monsalve-Pulido, Carlos Alberto Parra, Jose Aguilar
News and ESG investment criteria: What’s behind it?
Naiara Pikatza-Gorrotxategi, Jon Borregan-Alvarado, Aitor Ruiz-de-la-Torre-Acha, Izaskun Alvarez-Meaza
Classifying informative tweets using feature enhanced pre-trained language model
Prakash Babu Yandrapati, R. Eswari
Mapping the global technological landscape of virtual reality in education: a bibliometric and network analysis
Fabio Batista Mota, Luiza Amara Maciel Braga, Cristina Alves Magalhães de Souza, Renato Matos Lopes
Correction: BRaG: a hybrid multi-feature framework for fake news detection on social media
Razieh Chalehchaleh, Mostafa Salehi, Reza Farahbakhsh, Noel Crespi
Structural complexity predicts consensus readability in online discussions
Rafik Hadfi, Takayuki Ito
Correction: Integrating EEMD and ensemble CNN with X (Twitter) sentiment for enhanced stock price predictions
Nabanita Das, Bikash Sadhukhan, Susmit Sekhar Bhakta, Satyajit Chakrabarti
A two-stage framework for Arabic social media text misinformation detection combining data augmentation and AraBERT
Ebtsam A. Mohamed, Walaa N. Ismail, Osman Ali Sadek Ibrahim, Eman M. G. Younis
A two-phase approach for enumeration of maximal -cliques of a temporal network
Suman Banerjee, Bithika Pal
Automatic detection of fake tweets about the COVID-19 Vaccine in Portuguese
Rafael Geurgas, Leandro R. Tessler
Sports, crisis, and social media: a Twitter-based exploration of the Tokyo Olympics in the COVID-19 era
Vishal Mehra, Prabhsimran Singh, Salil Bharany, Ravinder Singh Sawhney
Synews: a synergy-based rumor verification system
Amber Sarfraz, Adnan Ahmad, Furkh Zeshan, Hamid Turab Mirza
Big data meets storytelling: using machine learning to predict popular fanfiction
Duy Nguyen, Stephen Zigmond, Samuel Glassco, Bach Tran, Philippe J. Giabbanelli
A new approach to analyzing microblogging of tweets in social networks based on fuzzy semantic relationships
Ibtissem Mejbri, Lobna Hlaoua, Mohamed Nazih Omri
A hybrid approach in opinion leaders selection using African vultures optimization and hunger games search algorithms
Samad Mohammad Aghdam, Farhad Soleimanian Gharehchopogh, Mohammad Masdari
Analysing public sentiment towards robotic surgery: an X (formerly Twitter) based study
Smriti Kumari, Anamika Sharma, Amit Chhabra, Ankit Gupta, Sarabjeet Singh, Ravi Verma
Interlayer co-similarity matrices for link prediction in multiplex networks
Hadi Shakibian, Nasrollah Moghadam Charkari
Machine learning-based analysis of adverse events in mesh implant surgery reports
Indu Bala, Thu-Lan Kelly, Ty Stanford, Marianne H. Gillam, Lewis Mitchell
Text classification models for personality disorders identification
Deepti Jain, Sandhya Arora, C. K. Jha, Garima Malik
Deep facial expression detection using Viola-Jones algorithm, CNN-MLP and CNN-SVM
Hadhami Aouani, Yassine Ben Ayed
Predicting the impact of internet usage on students’ academic performance using machine learning techniques in Bangladesh perspective
Shajid Hossain Hemal, Md. Ashikur Rahman Khan, Ishtiaq Ahammad, Masudur Rahman, Md. Ahnaf Sa’d Khan, Sabbir Ejaz
Comparative analysis of Deep Learning and Machine Learning algorithms for emoji prediction from Arabic text
Takua Mokhamed, Saad Harous, Nada Hussein, Heba Ismail
Quantification and measurement of relationship between movies and actors for production resources optimisation and box office business success: insights and reflections using network science approach
Sachin Kumar, Pradeep Natrajan, Prabhat Gupta
Effect of social media sentiment on donations received by NPOS
Juan L. Gandía, David Huguet
A survey of hate speech detection in Indian languages
Arpan Nandi, Kamal Sarkar, Arjun Mallick, Arkadeep De
A novel influence quantification model on Instagram using data science approach for targeted business advertising and better digital marketing outcomes
Sachin Kumar, Kartikey Saran, Yashu Garg, Gaurav Dubey, Shivam Goel, Alok Nikhil Jha, Ajit Kumar Verma
Who is mentioning COVID-19 articles on twitter? Classifying twitter users in the context of scholarly communication
Yingxin Estella Ye, Jin-Cheon Na
Analyzing user activity on Twitter during long-lasting crisis events: a case study of the Covid-19 crisis in Spain
Bernat Esquirol, Luce Prignano, Albert Díaz-Guilera, Emanuele Cozzo
Crisis talk: analysis of the public debate around the energy crisis and cost of living
Rrubaa Panchendrarajan, Geri Popova, Tony Russell-Rose
Agent-based simulation of fake news dissemination: the role of trust assessment and big five personality traits on news spreading
Radifan Fitrach Muhammad, Shoji Kasahara
Mining association between different emotion classes present in users posts of social media
Farha Naznin, Irani Hazarika, Dwipen Laskar, Anjana Kakoti Mahanta
Targeted marketing on social media: utilizing text analysis to create personalized landing pages
Yusuf Mücahit Çetinkaya, Emre Külah, İsmail Hakkı Toroslu, Hasan Davulcu
Unraveling minds in the digital era: a review on mapping mental health disorders through machine learning techniques using online social media
Aysha Khan, Rashid Ali
Trust as a determinant of social welfare in the digital economy
Syed Sibghatullah Shah, Syed Akhtar Hussain Shah
Fostering UAM implementation: from bibliometric analysis to insightful knowledge on the demand
Faheem Ahmed Abbasi, Raymond Houé Ngouna, Muhammad Ali Memon, Mana Saleh Al Reshan, Adel Sulaiman, Asadullah Shaikh
CLUS-BET: improving influence propagation and classification in networks using a novel seed selection technique
Rahul Saxena, Pranjal Paira, Mahipal Jadeja
Unlocking travel narratives: a fusion of stacking ensemble deep learning and neural topic modeling for enhanced tourism comment analysis
Nassera Habbat, Hicham Nouri
EADR: an ensemble learning method for detecting adverse drug reactions from twitter
Mohammad Reza Keyvanpour, Behnaz Pourebrahim, Soheila Mehrmolaei
Modeling human trafficking and the limits of dismantling strategies
Sofia De la Mora Tostado, Esteban A. Hernández-Vargas, Mayra Núñez-López
Construction of a training dataset for a sentiment analysis model of dairy products tweets in Brazil
Thallys da Silva Nogueira, Kennya Beatriz Siqueira, Priscila Vanessa Zabala Capriles Goliatt
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers
Ehtesham Hashmi, Sule Yildirim Yayilgan, Sarang Shaikh
Sentiment analysis of movie reviews based on NB approaches using TF–IDF and count vectorizer
Mian Muhammad Danyal, Sarwar Shah Khan, Muzammil Khan, Subhan Ullah, Muhammad Bilal Ghaffar, Wahab Khan
Beyond the use of a novel Ensemble based Random Forest-BERT Model (Ens-RF-BERT) for the Sentiment Analysis of the hashtag COVID19 tweets
Boutheina Jlifi, Chaima Abidi, Claude Duvallet
IDEAL: an inventive optimized deep ensemble augmented learning framework for opinion mining and sentiment analysis
Aditya Mudigonda, Usha Devi Yalavarthi, P. Satyanarayana, Ahmed Alkhayyat, A. N. Arularasan, S. Sankar Ganesh, CH. Mohan Sai Kumar
Using data mining to discover new patterns of social media and smartphone use and emotional states
Yeslam Al-Saggaf, Md Anisur Rahman, Uffe Kock Wiil
Sentiment analysis of tweets on social security and medicare
Unmesh Kumar Chakravarty, Shaikh Arifuzzaman
Uncertainty-aware graph neural network for semi-supervised diversified recommendation
Minjie Cao, Thomas Tran
A comprehensive survey on community detection methods and applications in complex information networks
Abdelhani Diboune, Hachem Slimani, Hassina Nacer, Kadda Beghdad Bey
A temporal graph model to study the dynamics of collective behavior and performance in team sports: an application to basketball
Quentin Bourgeais, Rodolphe Charrier, Eric Sanlaville, Ludovic Seifert