Social Network Analysis and Mining 1/2025

A comparative evaluation of social network analysis tools: performance and community engagement perspectives

Open Access
Original Article

Ridwan Amure, Nitin Agarwal

Proto-Att-FSL: enhanced prototypical network for cross-domain few-shot airline sentiment classification

Open Access
Original Article

Pratik Joshi, Shikha Mundra, Ankit Mundra

Developing a network-centric approach for anomalous behavior detection on youtube

Open Access
Original Article

Shadi Shajari, Nitin Agarwal

Large language models (LLM) in computational social science: prospects, current state, and challenges

Open Access
Review Paper

Surendrabikram Thapa, Shuvam Shiwakoti, Siddhant Bikram Shah, Surabhi Adhikari, Hariram Veeramani, Mehwish Nasim, Usman Naseem

Inference and visualization of community structure in attributed hypergraphs using mixed-membership stochastic block models

Open Access
Original Article

Kazuki Nakajima, Takeaki Uno

Personality analysis for social media users using Arabic language and its effect on sentiment analysis

Open Access
Original Article

Mokhaiber Dandash, Masoud Asadpour

Dissecting a social bot powered by generative AI: anatomy, new trends and challenges

Open Access
Original Article

Salvador Lopez-Joya, Jose A. Diaz-Garcia, M. Dolores Ruiz, Maria J. Martin-Bautista

Principal component analysis of link prediction scores to propose a binary classification model for the betweenness of edges in complex networks

Open Access
Original Article

Natarajan Meghanathan

Syngo: synthetic genetic oversampling technique for textual data

Open Access
Original Article

Sihem Nouas, Lamia Oukid, Fatima Boumahdi

Learning automata-enabled ant colony optimization for group influence maximization in social networks: a two-stage approach

Open Access
Original Article

Gouri Kundu, Sankhayan Choudhury

Analyzing interactions in donation-based live streaming platforms: a multi-leader-follower game approach

Open Access
Original Article

Georgia Fargetta, Alessandro Ortis, Sebastiano Battiato, Laura R. M. Scrimali

Realistic models for diffusion of innovation

Open Access
Original Article

Balázs R. Sziklai, Kate Barnes, József Pintér

Unveiling temporal patterns in information for improved rumor detection

Open Access
Original Article

Omel Mairaj, Shafiq Ur Rehman Khan

Refined graph encoder embedding via self-training and latent community recovery

Open Access
Original Article

Cencheng Shen, Jonathan Larson, Ha Trinh, Carey E. Priebe

Minimizing spread of misinformation in social networks: a network topology based approach

Open Access
Original Article

Arnab Kumar Ghoshal, Nabanita Das, Soham Das, Subhankar Dhar

Public perception towards deepfake through topic modelling and sentiment analysis of social media data

Open Access
Original Article

Zhaoxiang Xu, Xin Wen, Guifeng Zhong, Qingguo Fang

TwitterTagNet: an extensive graph dataset for node classification in co-occurring hashtag networks

Open Access
Original Article

Sina Firuzbakht, Mohammad Khansari

A model for web services reputation based on social networks data with application to X

Open Access
Original Article

Youssef Gamha, Lotfi Ben Romdhane

Multilingual user perceptions analysis from twitter using zero shot learning for border control technologies

Open Access
Original Article

Sarang Shaikh, Sule Yildirim Yayilgan, Mohamed Abomhara, Erjon Zoto

Advancing sentiment analysis by addressing negation handling challenge via unsupervised mathematical approach

Open Access
Original Article

Neha Punetha, Goonjan Jain

ScrutNet: a deep ensemble network for detecting fake news in online text

Open Access
Original Article

Aryan Verma, P. Priyanka, Tayyab Khan, Karan Singh, Lawal .O. Yesufu, Mazeyanti Mohd Ariffin, Ali Ahmadian

Exploring emotion classification of indonesian tweets using large scale transfer learning via IndoBERT

Open Access
Original Article

Connor Shaw, Phillip LaCasse, Lance Champagne

A community-based entropic method to identify influential nodes across multiple social networks

Open Access
Original Article

Narges Vafaei, Farnaz Sheikhi, Abdorasoul Ghasemi

Knowing our choices: unveiling true voting patterns through machine learning (ML) and natural language processing (NLP) in European Parliament

Open Access
Original Article

Marina Guadarrama Rios, Federico Zamberlan, Paris Mavromoustakos Blom, Nevena Rankovic

Kanformer: an attention-enhanced deep learning model for predicting student performance in virtual learning environments

Open Access
Original Article

Bayan Alnasyan, Mohammed Basheri, Madini Alassafi, Khozama Alnasyan

Enhancing misinformation countermeasures: a multimodal approach to twitter bot detection

Open Access
Original Article

Olmar Arranz-Escudero, Lara Quijano-Sanchez, Federico Liberatore

Applying meta-heuristic dynamic algorithms to maximize impact and discover significant nodes in social networks

Open Access
Original Article

Hooman Motevalli, Edris Khezri, Hiwa Hassanzadeh, Jamal Azizbeygi Boukani, Mohammad Trik, Anvar Vaezi, Lili Liu

Multi-objective model to protect infrastructure networks from disinformation diffusion

Open Access
Original Article

Claudio M. Rocco, Kash Barker, Sridhar Radhakrishnan, Jose E. Ramirez-Marquez

Adoption of modern digital innovations: a systematic review of social impacts in online community forums

Open Access
Review Paper

Hasnain Ahmad, Muhammad Majid Gulzar, Ijaz Ahmed, Muhammad Khalid

Pre-trained language model for code-mixed text in Indonesian, Javanese, and English using transformer

Open Access
Original Article

Ahmad Fathan Hidayatullah, Rosyzie Anna Apong, Daphne Teck Ching Lai, Atika Qazi

Longitudinal analysis of Covid-19 vaccine-related tweets in india: linking sentiment fluctuations with topic modeling

Open Access
Case Report

Seba Susan, Anmol Bansal, Arjun Choudhry, Anubhav Sharma

Leveraging social media for public health: NLP implementations for blood donation data analysis in Japan

Open Access
Original Article

Roberto Espinoza, Kazumasa Kishimoto, Chang Liu, Luciano H.O. Santos, Yukiko Mori, Goshiro Yamamoto, Tomohiro Kuroda

Constructing a multi-theoretical framework for mob modeling

Open Access
Original Article

Rebecca Murray, Bridget Orr, Samer Al-khateeb, Nitin Agarwal

Social network analysis in driver monitoring systems: understanding the impact of predictive models on driver safety

Open Access
Original Article

S. Madhumita, A. Jeyasekar

Estimation of the influence of the threshold model on directed hypergraphs

Open Access
Original Article

Xin-Jian Xu, Ze-Yuan Wu, Li-Jie Zhang

An analysis of colleganza contracts in the Republic of Venice and its relationship to the Serrata of the Great Council

Open Access
Original Article

Juan J. Merelo-Guervós, M. Cristina Molinari

Development of a framework using deep learning for the identification and classification of engagement levels in distance learning students

Open Access
Original Article

Fernando Rodrigues Trindade Ferreira, Loena Marins do Couto, Guilherme de Melo Baptista Domingues, Camila Martins Saporetti

A multi-criteria attention-LSTM approach for enhancing privacy and accuracy in recommender systems

Open Access
Original Article

Yahya Bougteb, Brahim Ouhbi, Bouchra Frikh, El Moukhtar Zemmouri

Smart flattening cuckoo search algorithm for community detection in multiplex networks

Open Access
Original Article

Randa Boukabene, Fatima Benbouzid-Si Tayeb, Narimene Dakiche

Modeling public opinion dynamics in social networks using a GAN-SEIR framework

Open Access
Original Article

Jintao Wang, Yulong Yin, Lina Wei

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Social Network Analysis and Mining

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