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Social Network Analysis and Mining

Issue 1/2023

Content (155 Articles)

Network structures of urban ride-pooling problems and their properties

  • Open Access
  • Original Article

Michal Bujak, Rafal Kucharski

Social sentiment and impact in US equity market: an automated approach

  • Open Access
  • Original Article

José Antonio Nuñez-Mora, Román A. Mendoza-Urdiales

Reactions to science communication: discovering social network topics using word embeddings and semantic knowledge

  • Open Access
  • Original Article

Bernardo Cerqueira de Lima, Renata Maria Abrantes Baracho, Thomas Mandl, Patricia Baracho Porto

Community deception in directed influence networks

  • Open Access
  • Original Article

Saif Aldeen Madi, Giuseppe Pirrò

Dense subgraphs in temporal social networks

  • Open Access
  • Original Article

Riccardo Dondi, Pietro Hiram Guzzi, Mohammad Mehdi Hosseinzadeh, Marianna Milano

The effect of the Katz parameter on node ranking, with a medical application

  • Open Access
  • Original Article

Hunter Rehm, Mona Matar, Puck Rombach, Lauren McIntyre

Emotion spreading carried by emoji in social network

  • Original Article

Fuzhong Nian, Xiaochen Yang, Zheming Wang

Social bot metrics

  • Original Article

Maxim Kolomeets, Andrey Chechulin

Machine learning-based new approach to films review

  • Original Article

Mustafa Abdalrassual Jassim, Dhafar Hamed Abd, Mohamed Nazih Omri

Expert retrieval based on local journals metadata to drive small-medium industries (SMI) collaboration for product innovation

  • Original Article

Shidiq Al Hakim, Dana Indra Sensuse, Indra Budi, Imam Much Ibnu Subroto, Al Hafiz Akbar Maulana Siagian

Multimodal fake news detection on social media: a survey of deep learning techniques

  • Original Article

Carmela Comito, Luciano Caroprese, Ester Zumpano

A federated approach for detecting data hidden in icons of mobile applications delivered via web and multiple stores

  • Open Access
  • Original Article

Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Marco Zuppelli

Text mining of veterinary forums for epidemiological surveillance supplementation

  • Open Access
  • Original Article

Samuel Munaf, Kevin Swingler, Franz Brülisauer, Anthony O’Hare, George Gunn, Aaron Reeves

On the usage of epidemiological models for information diffusion over twitter

  • Original Article

Nirmal Kumar Sivaraman, Shivansh Baijal, Sakthi Balan Muthiah

Contribution to the Moroccan Darija sentiment analysis in social networks

  • Original Article

Sara El Ouahabi, Safâa El Ouahabi, El Wardani Dadi

A survey on bipartite graphs embedding

  • Open Access
  • Review Paper

Edward Giamphy, Jean-Loup Guillaume, Antoine Doucet, Kevin Sanchis

Events management in social media: a systematic literature review

  • Review Paper

Siraj Mohammed, Fekade Getahun, Richard Chbeir

Influence maximization in social networks: a survey of behaviour-aware methods

  • Open Access
  • Review Paper

Ahmad Zareie, Rizos Sakellariou

The rise of user profiling in social media: review, challenges and future direction

  • Review Paper

Justin Gilbert, Suraya Hamid, Ibrahim Abaker Targio Hashem, Norjihan Abdul Ghani, Fatokun Faith Boluwatife

Higher education’s influence on social networks and entrepreneurship in Brazil

  • Original Article

Michelle Reddy, Júlio C. Nardelli, Yuri L. Pereira, Leonardo B. Oliveira, Thiago H. Silva, Marisa Vasconcelos, Mark Horowitz

A spectral method to detect community structure based on Coulomb’s matrix

  • Original Article

Brahim Laassem, Ali Idarrou, Loubna Boujlaleb, M’bark Iggane

Finding early adopters of innovation in social networks

  • Open Access
  • Original Article

Balázs R. Sziklai, Balázs Lengyel

Link prediction using betweenness centrality and graph neural networks

  • Original Article

Jibouni Ayoub, Dounia Lotfi, Ahmed Hammouch

DEES: a real-time system for event extraction from disaster-related web text

  • Original Article

Nilani Algiriyage, Raj Prasanna, Kristin Stock, Emma E. H. Doyle, David Johnston

A reliable sentiment analysis for classification of tweets in social networks

  • Original Article

Masoud AminiMotlagh, HadiShahriar Shahhoseini, Nina Fatehi

A performant deep learning model for sentiment analysis of climate change

  • Original Article

Mustapha Lydiri, Yousef El Mourabit, Youssef El Habouz, Mohamed Fakir

Homophily and polarization on political twitter during the 2017 Norwegian election

  • Open Access
  • Original Article

Bernard Enjolras, Andrew Salway

An ensemble transformer-based model for Arabic sentiment analysis

  • Original Article

Omar Mohamed, Aly M. Kassem, Ali Ashraf, Salma Jamal, Ensaf Hussein Mohamed

Inferring attitudinal spaces in social networks

  • Original Article

Pedro Ramaciotti Morales, Jean-Philippe Cointet, Gabriel Muñoz Zolotoochin, Antonio Fernández Peralta, Gerardo Iñiguez, Armin Pournaki

Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis

  • Open Access
  • Original Article

Jisu Kim, Francesca Pratesi, Giulio Rossetti, Alina Sîrbu, Fosca Giannotti

Early multi-class ensemble-based fake news detection using content features

  • Original Article

Sajjad Rezaei, Mohsen Kahani, Behshid Behkamal, Abdulrahman Jalayer

Emotional sentiment analysis of social media content for mental health safety

  • Original Article

Ferdaous Benrouba, Rachid Boudour

Differentiable characteristics of Telegram mediums during protests in Belarus 2020

  • Original Article

Ivan Slobozhan, Tymofii Brik, Rajesh Sharma

Machine learning-based social media bot detection: a comprehensive literature review

  • Open Access
  • Original Article

Malak Aljabri, Rachid Zagrouba, Afrah Shaahid, Fatima Alnasser, Asalah Saleh, Dorieh M. Alomari

Hashtag recommendation for enhancing the popularity of social media posts

  • Original Article

Purnadip Chakrabarti, Eish Malvi, Shubhi Bansal, Nagendra Kumar

A framework of fake news detection on web platform using ConvNet

  • Original Article

Dinesh Kumar Vishwakarma, Priyanka Meel, Ashima Yadav, Kuldeep Singh

Identifying COVID-19 english informative tweets using limited labelled data

  • Original Article

Srinivasulu Kothuru, A. Santhanavijayan

Old crimes reported in new bottles: the disclosure of child sexual abuse on Twitter through the case #MeTooInceste

  • Open Access
  • Original Article

Jesús C. Aguerri, Lorena Molnar, Fernando Miró-Llinares

An employee retention model using organizational network analysis for voluntary turnover

  • Original Article

Sundus Younis, Ali Ahsan, Fiona M. Chatteur

Nuclear energy: Twitter data mining for social listening analysis

  • Open Access
  • Original Article

Enara Zarrabeitia-Bilbao, Maite Jaca-Madariaga, Rosa María Rio-Belver, Izaskun Álvarez-Meaza

Fake news, disinformation and misinformation in social media: a review

  • Original Article

Esma Aïmeur, Sabrine Amri, Gilles Brassard

Acquiring information for the social organization: the role of social media use and social capital

  • Original Article

Susana Bernardino, J. Freitas Santos, Pedro Silva

A community-aware centrality framework based on overlapping modularity

  • Original Article

Stephany Rajeh, Hocine Cherifi

An enhanced approach for sentiment analysis based on meta-ensemble deep learning

  • Open Access
  • Original Article

Rania Kora, Ammar Mohammed

Sentiment analysis and emotion detection of post-COVID educational Tweets: Jordan case

  • Original Article

Evon Qaqish, Aseel Aranki, Wael Etaiwi

Exploiting stacked embeddings with LSTM for multilingual humor and irony detection

  • Original Article

Radiathun Tasnia, Nabila Ayman, Afrin Sultana, Abu Nowshed Chy, Masaki Aono

Social media discourse and voting decisions influence: sentiment analysis in tweets during an electoral period

  • Open Access
  • Original Article

Paulo Rita, Nuno António, Ana Patrícia Afonso

Towards more robust hate speech detection: using social context and user data

  • Original Article

Seema Nagar, Ferdous Ahmed Barbhuiya, Kuntal Dey

Online hate speech and emotions on Twitter: a case study of Greta Thunberg at the UN Climate Change Conference COP25 in 2019

  • Original Article

Sergio Arce-García, Jesús Díaz-Campo, Belén Cambronero-Saiz

Go vegan! digital influence and social media use in the purchase intention of vegan products in the cosmetics industry

  • Original Article

Rennan Carvalho dos Santos, Marianny Jessica de Brito Silva, Marconi Freitas da Costa, Karen Batista

Gender dynamics on Twitter during the 2020 U.S. Democratic presidential primary

  • Open Access
  • Original Article

Catherine King, Kathleen M. Carley

Diachronic profile of startup companies through social media

  • Open Access
  • Original Article

Ana Rita Peixoto, Ana de Almeida, Nuno António, Fernando Batista, Ricardo Ribeiro

A hybrid recommendation system for researchgate academic social network

  • Original Article

M’hamed Mataoui, Faouzi Sebbak, Abdellah Hamouda Sidhoum, Taki Eddine Harbi, Mustapha Reda Senouci, Khadidja Belmessous

Mean–variance scaling and stability in commercial sex work networks

  • Original Article

Tad A. Dallas, Bret D. Elderd

FNR: a similarity and transformer-based approach to detect multi-modal fake news in social media

  • Original Article

Faeze Ghorbanpour, Maryam Ramezani, Mohammad Amin Fazli, Hamid R. Rabiee

Deep learning-based credibility conversation detection approaches from social network

  • Original Article

Imen Fadhli, Lobna Hlaoua, Mohamed Nazih Omri

HAkAu: hybrid algorithm for effective k-automorphism anonymization of social networks

  • Open Access
  • Original Article

Jana Medková, Josef Hynek

Pattern of Facebook use by university students during the COVID-19 pandemic: relations with loneliness and resilience

  • Open Access
  • Original Article

Thanos Touloupis, Maria Sofologi, Dimitrios Tachmatzidis

Social network analysis of Twitter interactions: a directed multilayer network approach

  • Original Article

Austin P. Logan, Phillip M. LaCasse, Brian J. Lunday

Empirical characterization of graph sampling algorithms

  • Original Article

Muhammad Irfan Yousuf, Izza Anwer, Raheel Anwar

Quantum-inspired measures of network distinguishability

  • Original Article

Athanasia Polychronopoulou, Jumanah Alshehri, Zoran Obradovic

Deep learning for Arabic healthcare: MedicalBot

  • Open Access
  • Original Article

Mohammed Abdelhay, Ammar Mohammed, Hesham A. Hefny

Policy semantic networks associated with ICT utilization in Africa

  • Original Article

James A Danowski, Aaron Van Klyton, Juan Fernando Tavera-Mesías, Kevin Duque, Amr Radwan, Said Rutabayiro-Ngoga

Sentiment analysis algorithm using contrastive learning and adversarial training for POI recommendation

  • Original Article

Shaowei Huang, Xiangping Wu, Xiangyang Wu, Ke Wang

A two-stage model for change point detection in large-scale weighted directed social networks using a MEWMA chart

  • Original Article

Ali Salmasnia, Mohammadreza Mohabbati, Mohammad Reza Maleki, Maryam Kiani Anbohi

Modeling and predicting individual transitions within the homelessness system

  • Original Article

Khandker Sadia Rahman, Charalampos Chelmis

Community detection in directed graphs using stationary distribution and hitting times methods

  • Original Article

Tien Dat Dang, Duy Hieu Do, Thi Ha Duong Phan

One-to-one marketing management via customer complaint

  • Original Article

Shawanluck Kunathikornkit, Intaka Piriyakul, Rapepun Piriyakul

Correction: Policy semantic networks associated with ICT utilization in Africa

  • Correction

James A. Danowski, Aaron Van Klyton, Juan Fernando Tavera‑Mesías, Kevin Duque, Amr Radwan, Said Rutabayiro‑Ngoga

Online monitoring of dynamic networks using flexible multivariate control charts

  • Open Access
  • Original Article

Jonathan Flossdorf, Roland Fried, Carsten Jentsch

Detecting rumor outbreaks in online social networks

  • Open Access
  • Original Article

Damian Frąszczak

Relation extraction: advancements through deep learning and entity-related features

  • Original Article

Youwen Zhao, Xiangbo Yuan, Ye Yuan, Shaoxiong Deng, Jun Quan

Multiplex key roles to disrupt criminal networks

  • Original Article

Alex S. O. Toledo, Laura C. Carpi, Allbens P. F. Atman, Antônio P. B. Scarpelli

BERT-deep CNN: state of the art for sentiment analysis of COVID-19 tweets

  • Original Article

Javad Hassannataj Joloudari, Sadiq Hussain, Mohammad Ali Nematollahi, Rouhollah Bagheri, Fatemeh Fazl, Roohallah Alizadehsani, Reza Lashgari, Ashis Talukder

Modeling rabbit-holes on YouTube

  • Original Article

Erwan Le Merrer, Gilles Tredan, Ali Yesilkanat

Conceptual modeling of big data SPJ operations with Twitter social medium

  • Original Article

Hana Mallek, Faiza Ghozzi, Faiez Gargouri

An analysis of the public consequences of cybersecurity incidents in Brazil

  • Original Article

Vitória de Lemos, Luciano Ignaczak

Hybrid optimization-based deep learning classifier for sentiment classification using review data

  • Original Article

Jyotsna Anthal, Bhavna Sharma, Jatinder Manhas

A satin optimized dynamic learning model (SODLM) for sentiment analysis using opinion mining

  • Original Article

D. Shanthi, S. Santhana Prabha, N. Indumathi, S. Naganandhini, S. T. Shenbagavalli, M. Jayanthi

Fast local community discovery relying on the strength of links

  • Original Article

Mohammadmahdi Zafarmand, Yashar Talebirad, Eric Austin, Christine Largeron, Osmar R. Zaïane

Analyzing the changing landscape of the Covid-19 vaccine debate on Twitter

  • Open Access
  • Original Article

Arnaldo Santoro, Alessandro Galeazzi, Teresa Scantamburlo, Andrea Baronchelli, Walter Quattrociocchi, Fabiana Zollo

ARTICONF decentralized social media platform for democratic crowd journalism

  • Open Access
  • Original Paper

Inês Rito Lima, Vasco Filipe, Claudia Marinho, Alexandre Ulisses, Antorweep Chakravorty, Atanas Hristov, Nishant Saurabh, Zhiming Zhao, Ruyue Xin, Radu Prodan

Public sentiment toward renewable energy in Morocco: opinion mining using a rule-based approach

  • Original Article

Mohammed Kasri, Anas El-Ansari, Mohamed El Fissaoui, Badreddine Cherkaoui, Marouane Birjali, Abderrahim Beni-Hssane

Economic hubs and the domination of inter-regional ties in world city networks

  • Original Article

Mohammad Yousuf Mehmood, Syed Junaid Haqqani, Faraz Zaidi, Céline Rozenblat

Domain-adaptive pre-training on a BERT model for the automatic detection of misogynistic tweets in Spanish

  • Original Article

Dalia A. Rodríguez, Julia Diaz-Escobar, Arnoldo Díaz-Ramírez, Leonardo Trujillo

Who joins which network, and why?

  • Original Article

Yuxin Zhang, Dafeng Xu

Locating community smells in software development processes using higher-order network centralities

  • Open Access
  • Original Article

Christoph Gote, Vincenzo Perri, Christian Zingg, Giona Casiraghi, Carsten Arzig, Alexander von Gernler, Frank Schweitzer, Ingo Scholtes

Greedy optimization of resistance-based graph robustness with global and local edge insertions

  • Open Access
  • Original Article

Maria Predari, Lukas Berner, Robert Kooij, Henning Meyerhenke

Infection curve flattening via targeted interventions and self-isolation

  • Original Article

Mohammadreza Doostmohammadian, Houman Zarrabi, Azam Doustmohammadian, Hamid R. Rabiee

How COVID-19 affects user interaction with online streaming service providers on twitter

  • Open Access
  • Original Article

Marco Arazzi, Daniele Murer, Serena Nicolazzo, Antonino Nocera

Investigating the cyberbullying risk in digital media: protecting victims in school teenagers

Ibrahim Obaidat, Aseel Al-zou’bi, Ala Mughaid, Laith Abualigah

Identifying discernible indications of psychological well-being using ML: explainable AI in reddit social media interactions

  • Original Article

Pahalage Dona Thushari, Nitisha Aggarwal, Vajratiya Vajrobol, Geetika Jain Saxena, Sanjeev Singh, Amit Pundir

Influence blocking maximization under refutation

  • Original Article

Qi Luo, Dongxiao Yu, Dongbiao Wang, Yafei Zhang, Yanwei Zheng, Zhipeng Cai

A large-scale analysis of Persian Tweets regarding Covid-19 vaccination

  • Original Article

Taha ShabaniMirzaei, Houmaan Chamani, Amirhossein Abaskohi, Zhivar Sourati Hassan Zadeh, Behnam Bahrak

Assessing the situation in the face of crisis

  • Original Article

Agnieszka Pluwak, Emilia Kacprzak, Michał Stańczyk, Michał Lew, Aleksander Obuchowski

Tracking the structure and sentiment of vaccination discussions on Mumsnet

  • Open Access
  • Original Article

Miguel E. P. Silva, Rigina Skeva, Thomas House, Caroline Jay

Identification of clickbait news articles using SBERT and correlation matrix

  • Original Article

Supriya, Jyoti Prakash Singh, Gunjan Kumar

Enhancing decision-making support by mining social media data with social network analysis

  • Case Report

Manuela Freire, Francisco Antunes, João Paulo Costa

Song lyrics recommendation for social media captions using image captioning, image emotion, and caption-lyric matching via universal sentence embedding

  • Case Report

Navapol Sanguansub, Pakawut Kamolrungwarakul, Supisara Poopair, Kantima Techaphonprasit, Thitirat Siriborvornratanakul

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