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Social Network Analysis and Mining

Ausgabe 1/2022

Inhalt (176 Artikel)

Review Paper

Opinion mining in online social media: a survey

Chaima Messaoudi, Zahia Guessoum, Lotfi Ben Romdhane

Review Paper

Getting decision support from context-specific online social networks: a case study

Manuela Freire, Francisco Antunes, João Paulo Costa

Review Paper

Applications of machine learning for COVID-19 misinformation: a systematic review

A. R. Sanaullah, Anupam Das, Anik Das, Muhammad Ashad Kabir, Kai Shu

Review Article

A data-centric artificial intelligent and extended reality technology in smart healthcare systems

Tawseef Ayoub Shaikh, Tabasum Rasool Dar, Shabir Sofi

Review Paper

A Survey on Social Media Influence Environment and Influencers Identification

Feriel Gammoudi, Mondher Sendi, Mohamed Nazih Omri

Open Access Review Paper

Detection of dangerous events on social media: a critical review

M. Luqman Jamil, Sebastião Pais, João Cordeiro

Original Article

Profile generation from web sources: an information extraction system

Rishabh Ranjan, H. Vathsala, Shashidhar G. Koolagudi

Original Article

A longitudinal analysis on Instagram characteristics of Olympic champions

Amirhosein Bodaghi, Jonice Oliveira

Original Article

GANBOT: a GAN-based framework for social bot detection

Shaghayegh Najari, Mostafa Salehi, Reza Farahbakhsh

Original Article

A deep dive into COVID-19-related messages on WhatsApp in Pakistan

R. Tallal Javed, Muhammad Usama, Waleed Iqbal, Junaid Qadir, Gareth Tyson, Ignacio Castro, Kiran Garimella

Original Article

Decision tree Thompson sampling for mining hidden populations through attributed search

Suhansanu Kumar, Heting Gao, Changyu Wang, Kevin Chen-Chuan Chang, Hari Sundaram

Original Article

Bees colonies for terrorist communities evolution detection

Y. Chaabani, J. Akaichi

Open Access Original Article

Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis

Kia Dashtipour, Mandar Gogate, Alexander Gelbukh, Amir Hussain

Original Article

Multi-agent celebrity recommender system (MACeRS): Twitter use case

Mir Saman Tajbakhsh, Hanif Emamgholizadeh, Vahid Solouk, Farnaz Ayough, Jamshid Bagherzade

Original Article

Natural disaster evacuation modeling: the dichotomy of fear of crime and social influence

Chris J. Kuhlman, Achla Marathe, Anil Vullikanti, Nafisa Halim, Pallab Mozumder

Original Article

Bipolar-valued hesitant fuzzy graph and its application

Sakshi Dev Pandey, A. S. Ranadive, Sovan Samanta

Original Article

Utilizing microblogs for optimized real-time resource allocation in post-disaster scenarios

Moumita Basu, Sipra Das Bit, Saptarshi Ghosh

Original Article

Medical social networks content mining for a semantic annotation

Mouhamed Gaith Ayadi, Riadh Bouslimi, Jalel Akaichi

Original Article

Measuring the effects of repeated and diversified influence mechanism for information adoption on Twitter

Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai

Original Article

Computing small temporal modules in time logarithmic in history length

Binh-Minh Bui-Xuan, Hugo Hourcade, Cédric Miachon

Open Access Original Article

Learning network embeddings using small graphlets

Luce le Gorrec, Philip A. Knight, Auguste Caen

Original Article

A dynamic data structure for temporal reachability with unsorted contact insertions

Luiz F. A. Brito, Marcelo K. Albertini, Arnaud Casteigts, Bruno A. N. Travençolo

Original Article

Abusive Bangla comments detection on Facebook using transformer-based deep learning models

Tanjim Taharat Aurpa, Rifat Sadik, Md Shoaib Ahmed

Open Access Original Article

Disrupting networks of hate: characterising hateful networks and removing critical nodes

Wafa Alorainy, Pete Burnap, Han Liu, Matthew Williams, Luca Giommoni

Original Article

Impact of Twitter sentiment on stock price returns

Imen Hamraoui, Adel Boubaker

Original Article

Modeling the popularity of twitter hashtags with master equations

Oscar Fontanelli, Demian Hernández, Ricardo Mansilla

Open Access Original Article

Characterizing the role of bots’ in polarized stance on social media

Abeer Aldayel, Walid Magdy

Original Article

A local updating algorithm for personalized PageRank via Chebyshev polynomials

Esteban Bautista, Matthieu Latapy

Original Article

A core-periphery structure-based network embedding approach

Soumya Sarkar, Aditya Bhagwat, Animesh Mukherjee

Original Article

Social media analytics system for action inspection on social networks

Marco Mameli, Marina Paolanti, Christian Morbidoni, Emanuele Frontoni, Antonio Teti

Original Article

Unveiling music genre structure through common-interest communities

Zhiheng Jiang, Hoai Nguyen Huynh

Original Article

Musical preference in an online music community in China

Jintong Zhang, Haibo Hu

Original Article

UACD: A Local Approach for Identifying the Most Influential Spreaders in Twitter in a Distributed Environment

T M Tariq Adnan, Md Saiful Islam, Tarikul Islam Papon, Shourav Nath, Muhammad Abdullah Adnan

Original Article

Cuckoo search in threshold optimization for better event detection in social networks

B. S. A. S. Rajita, Mihir Bansal, Bipin Sai Narwa, Subhrakanta Panda

Original Article

Evolving friendship? Essential changes, from social networks to artificial companions

Magdalena Bosch, Gabriel Fernandez-Borsot, Abel Miró I. Comas, Jaume Figa Vaello

Original Article

Quantitative analysis of fanfictions’ popularity

Zhivar Sourati Hassan Zadeh, Nazanin Sabri, Houmaan Chamani, Behnam Bahrak

Open Access Original Article

DeeProBot: a hybrid deep neural network model for social bot detection based on user profile data

Kadhim Hayawi, Sujith Mathew, Neethu Venugopal, Mohammad M. Masud, Pin-Han Ho

Original Article

A framework to preserve distance-based graph properties in network embedding

Shweta Garg, Ramasuri Narayanam, Sambaran Bandyopadhyay

Original Article

TSCDA: a dynamic two-stage community discovery approach

Arman Ferdowsi, Maryam Dehghan Chenary, Alireza Khanteymoori

Original Article

Understanding social engagements: A comparative analysis of user and text features in Twitter

Cagri Toraman, Furkan Şahinuç, Eyup Halit Yilmaz, Ibrahim Batuhan Akkaya

Original Article

Detecting shadow lobbying

Ivan Slobozhan, Peter Ormosi, Rajesh Sharma

Original Article

: a new edge centrality measure to identify and rank critical edges pertaining to SIR diffusion in complex networks

Kushal Kanwar, Sakshi Kaushal, Harish Kumar, Gaurav Gupta, Manju Khari

Open Access Original Article

Measurement of the social construction of knowledge: validation and reliability of the K-Social-C instrument

José-Antonio Yañez-Figueroa, María-Soledad Ramírez-Montoya, Francisco-José García-Peñalvo

Original Article

Novel approaches to fake news and fake account detection in OSNs: user social engagement and visual content centric model

Santosh Kumar Uppada, K. Manasa, B. Vidhathri, R. Harini, B. Sivaselvan

Original Article

TrajectoryVis: a visual approach to explore movement trajectories

Samiha Fadloun, Yacine Morakeb, Erick Cuenca, Kheireddine Choutri

Original Article

UCred: fusion of machine learning and deep learning methods for user credibility on social media

Pawan Kumar Verma, Prateek Agrawal, Vishu Madaan, Charu Gupta

Open Access Original Article

Detection of extreme sentiments on social networks with BERT

M. Luqman Jamil, Sebastião Pais, João Cordeiro, Gaël Dias

Original Article

Sport-fanaticism lexicons for sentiment analysis in Arabic social text

Mohammed Alqmase, Husni Al-Muhtaseb

Original Article

Public reactions towards Covid-19 vaccination through twitter before and after second wave in India

Siddhi Mishra, Abhigya Verma, Kavita Meena, Rishabh Kaushal

Original Article

Detection of fake images on whatsApp using socio-temporal features

Manmeet Kaur, Priyanka Daryani, Megha Varshney, Rishabh Kaushal

Open Access Original Article

Identifying lexical change in negative word-of-mouth on social media

Wienke Strathern, Raji Ghawi, Mirco Schönfeld, Jürgen Pfeffer

Original Article

Pathways to suicide or collections of vicious cycles? Understanding the complexity of suicide through causal mapping

Philippe J. Giabbanelli, Ketra L. Rice, Michael C. Galgoczy, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper, Minh Duc Nguyen, Romain Foy

Open Access Original Article

Extracting time patterns from the lifespans of TikTok challenges to characterize non-dangerous and dangerous ones

Gianluca Bonifazi, Silvia Cecchini, Enrico Corradini, Lorenzo Giuliani, Domenico Ursino, Luca Virgili

Open Access Correction

Correction to: Extracting time patterns from the lifespans of TikTok challenges to characterize non‑dangerous and dangerous ones

Gianluca Bonifazi, Silvia Cecchini, Enrico Corradini, Lorenzo Giuliani, Domenico Ursino, Luca Virgili

Original Article

Scalable real-time health data sensing and analysis enabling collaborative care delivery

Ilias Dimitriadis, Ioannis Mavroudopoulos, Styliani Kyrama, Theodoros Toliopoulos, Anastasios Gounaris, Athena Vakali, Antonis Billis, Panagiotis Bamidis

Open Access Original Article

Promoting and countering misinformation during Australia’s 2019–2020 bushfires: a case study of polarisation

Derek Weber, Lucia Falzon, Lewis Mitchell, Mehwish Nasim

Original Article

Fake news spreader detection using trust-based strategies in social networks with bot filtration

Bhavtosh Rath, Aadesh Salecha, Jaideep Srivastava

Original Article

Spatio-temporal approach for classification of COVID-19 pandemic fake news

I. Y. Agarwal, D. P. Rana, M. Shaikh, S. Poudel

Original Article

Constant community identification in million-scale networks

Anjan Chowdhury, Sriram Srinivasan, Sanjukta Bhowmick, Animesh Mukherjee, Kuntal Ghosh

Original Article

A large-scale analysis of COVID-19 tweets in the Arab region

Aya Mourad, Shady Elbassuoni

Original Article

Social data provenance framework based on zero-information loss graph database

Asma Rani, Navneet Goyal, Shashi K. Gadia

Open Access Original Article

Community deception: from undirected to directed networks

Valeria Fionda, Saif Aldeen Madi, Giuseppe Pirrò

Open Access Original Article

Hope speech detection in YouTube comments

Bharathi Raja Chakravarthi

Original Article

Predicting the type and target of offensive social media posts in Marathi

Marcos Zampieri, Tharindu Ranasinghe, Mrinal Chaudhari, Saurabh Gaikwad, Prajwal Krishna, Mayuresh Nene, Shrunali Paygude

Original Article

Event prediction in social network through Twitter messages analysis

A. Yavari, H. Hassanpour, B. Rahimpour Cami, M. Mahdavi

Open Access Original Article

Online polarization and cross-fertilization in multi-cleavage societies: the case of Spain

Rubén Rodríguez Casañ, Enrique García-Vidal, Didier Grimaldi, Carlos Carrasco-Farré, Francisco Vaquer-Estalrich, Joan Vila-Francés

Original Article

Link predictability classes in large node-attributed networks

Andrey Antonov, Elizaveta Stavinova, Elizaveta Evmenova, Petr Chunaev

Open Access Original Article

Indexing complex networks for fast attributed kNN queries

Suomi Kobayashi, Shohei Matsugu, Hiroaki Shiokawa

Open Access Original Article

Analyzing voter behavior on social media during the 2020 US presidential election campaign

Loris Belcastro, Francesco Branda, Riccardo Cantini, Fabrizio Marozzo, Domenico Talia, Paolo Trunfio

Original Article

Link segmentation entropy for measuring the network complexity

Hadi Shakibian, Nasrollah Moghadam Charkari

Open Access Original Article

Deep learning based topic and sentiment analysis: COVID19 information seeking on social media

Md Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam

Original Article

Public opinion monitoring through collective semantic analysis of tweets

Dionysios Karamouzas, Ioannis Mademlis, Ioannis Pitas

Original Article

Effect of public sentiment on stock market movement prediction during the COVID-19 outbreak

Nabanita Das, Bikash Sadhukhan, Tanusree Chatterjee, Satyajit Chakrabarti

Original Article

Feature selection from disaster tweets using Spark-based parallel meta-heuristic optimizers

Mohammed Ahsan Raza Noori, Bharti Sharma, Ritika Mehra

Original Article

Towards a standard modeling of social health care practice

Mouhamed Gaith Ayadi, Riadh Bouslimi, Jalel Akaichi

Open Access Original Article

Mining and modelling temporal dynamics of followers’ engagement on online social networks

Luca Vassio, Michele Garetto, Emilio Leonardi, Carla Fabiana Chiasserini

Original Article

Investigating political polarization in India through the lens of Twitter

Anindita Borah, Sanasam Ranbir Singh

Original Article

Credibility aspects’ perceptions of social networks, a survey

Amira M. Idrees, Yehia Helmy, Ayman E. Khedr

Original Article

Performance analysis of transformer-based architectures and their ensembles to detect trait-based cyberbullying

Tasnim Ahmed, Shahriar Ivan, Mohsinul Kabir, Hasan Mahmud, Kamrul Hasan

Original Article

Lifetime of tweets: a statistical analysis

Yashasvi Koul, Kanishk Mamgain, Ankit Gupta

Original Article

Social media activity forecasting with exogenous and endogenous signals

Kin Wai Ng, Sameera Horawalavithana, Adriana Iamnitchi

Original Article

Contextualizing focal structure analysis in social networks

Mustafa Alassad, Nitin Agarwal

Original Article

From curious hashtags to polarized effect: profiling coordinated actions in indonesian twitter discourse

Adya Danaditya, Lynnette Hui Xian Ng, Kathleen M. Carley

Original Article

AI-enabled persuasive personal health assistant

Ivan Donadello, Mauro Dragoni

Original Article

Machine learning-based method to predict influential nodes in dynamic social networks

Wafa Karoui, Nesrine Hafiene, Lotfi Ben Romdhane

Original Article

Bibliometric analysis of the published literature on machine learning in economics and econometrics

Ebru Çağlayan Akay, Naciye Tuba Yılmaz Soydan, Burcu Kocarık Gacar

Original Article

Strong ties and where to find them: or, why Neville and Bellatrix might be more important than Harry and Tom

Sean Everton, Tara Everton, Aaron Green, Cassie Hamblin, Robert Schroeder

Original Article

HyperMan: detecting misbehavior in online forums based on hyperlink posting behavior

Risul Islam, Ben Treves, Md Omar Faruk Rokon, Michalis Faloutsos

Open Access Original Article

Workplace gossip and the evolution of friendship relations: the role of complex contagion

José Luis Estévez, Rafael Wittek, Francesca Giardini, Lea Ellwardt, Robert W. Krause

Original Article

An Implementation of Fake News Prevention by Blockchain and Entropy-based Incentive Mechanism

Chien-Chih Chen, Yuxuan Du, Richards Peter, Wojciech Golab

Original Article

Analyzing extremist social media content: a case study of Proud Boys

Hieu Nguyen, Swapna S. Gokhale

Open Access Original Article

Epidemic forecasting based on mobility patterns: an approach and experimental evaluation on COVID-19 Data

Maria Pia Canino, Eugenio Cesario, Andrea Vinci, Shabnam Zarin

Open Access Original Article

Disrupting drive-by download networks on Twitter

Amir Javed, Ruth Ikwu, Pete Burnap, Luca Giommoni, Matthew L. Williams

Original Article

Analyzing the uncharted territory of monetizing scam Videos on YouTube

Ashutosh Tripathi, Mohona Ghosh, Kusum Bharti

Original Article

Graph support measures and flows

Natalia Vanetik

Original Article

Data warehouse building to support opinion analysis in social media

Imen Moalla, Ahlem Nabli, Mohamed Hammami

Original Article

Levantine hate speech detection in twitter

Medyan AbdelHamid, Assef Jafar, Yasser Rahal

Open Access Original Article

Hubs of belief networks across sociodemographic and ideological groups

E. Camina, F. Guell, J. Sepulcre, J. Bernacer

Original Article

Automatically detecting and understanding the perception of COVID-19 vaccination: a middle east case study

Wajdi Aljedaani, Ibrahem Abuhaimed, Furqan Rustam, Mohamed Wiem Mkaouer, Ali Ouni, Ilyes Jenhani

Original Article

Avatar marketing: a study on the engagement and authenticity of virtual influencers on Instagram

Marianny Jessica de Brito Silva, Lorena de Oliveira Ramos Delfino, Kaetana Alves Cerqueira, Patrícia de Oliveira Campos

Original Article

Cross-platform information spread during the January 6th capitol riots

Lynnette Hui Xian Ng, Iain J. Cruickshank, Kathleen M. Carley

Original Article

Studying topic engagement and synergy among candidates for 2020 US Elections

Manmeet Kaur Baxi, Rajesh Sharma, Vijay Mago

Original Article

A self-attention hybrid emoji prediction model for code-mixed language: (Hinglish)

Gadde Satya Sai Naga Himabindu, Rajat Rao, Divyashikha Sethia

Original Article

Mood detection and prediction using conventional machine learning techniques on COVID19 data

Subhayan Bhattacharya, Abhay Agarwala, Sarbani Roy

Original Article

Political polarization on Twitter during the COVID-19 pandemic: a case study in Brazil

Pedro Brum, Matheus Cândido Teixeira, Renato Vimieiro, Eric Araújo, Wagner Meira Jr, Gisele Lobo Pappa

Open Access Original Article

The effects of scheduling network models in predictive processes in sports

Marc Garnica Caparrós, Daniel Memmert, Fabian Wunderlich

Original Article

BERT- and CNN-based TOBEAT approach for unwelcome tweets detection

Sarra Ouni, Fethi Fkih, Mohamed Nazih Omri

Original Article

A network exploration model based on memory and local information

Koji Takashima, Tomoko Sakiyama

Original Article

Predictive modeling for suspicious content identification on Twitter

Surendra Singh Gangwar, Santosh Singh Rathore, Satyendra Singh Chouhan, Sanskar Soni

Open Access Original Article

Social network interventions in the space of topological relationships between communities

Padraig Corcoran, Philipp Reinecke, Martin Innes

Open Access Original Article

Question routing via activity-weighted modularity-enhanced factorization

Vaibhav Krishna, Vaiva Vasiliauskaite, Nino Antulov-Fantulin

Original Article

Network analysis of international export pattern

Dilek Gönçer-Demiral, Meltem İnce-Yenilmez

Original Article

A framework to improve smartphone supply chain defects: social media analytics approach

Masoud Ramezaninia, Sajjad Shokouhyar, Seyed Hamed GhanadPour, Sayyed Mohammad Mutallebi, Sina Shokoohyar

Original Article

Fractional-order rumor propagation model with memory effect

Xu Gao, Fengming Liu, Chang Liu

Original Article

On computing Banzhaf power index for k-edge connectivity in graphs

Lakshmi Satya Vani Narayanam, Satish V. Motammanavar

Original Article

Analyzing the far-right political action on Twitter: the Chilean constituent process

Fabián Riquelme, Diego Rivera, Benjamín Serrano

Open Access Original Article

Analysis of car parking industry from social community perspective

Nabil Arhab, Mourad Oussalah, Henna Kokkonen, Ari Ollakka

Open Access Correction

Correction to: Analysis of car parking industry from social community perspective

Nabil Arhab, Mourad Oussalah, Henna Kokkonen, Ari Ollakka

Open Access Original Article

Public wellbeing analytics framework using social media chatter data

Heba Ismail, M. Adel Serhani, Nada Hussien, Rawan Elabyad, Alramzana Navaz

Original Article

Adaptive multi-feature budgeted profit maximization in social networks

Tiantian Chen, Jianxiong Guo, Weili Wu

Original Article

Towards better representation learning using hybrid deep learning model for fake news detection

Nabeela Kausar, Asghar AliKhan, Mohsin Sattar

Open Access

Misogynoir: challenges in detecting intersectional hate

Joseph Kwarteng, Serena Coppolino Perfumi, Tracie Farrell, Aisling Third, Miriam Fernandez

Open Access Correction

Correction to: Misogynoir: challenges in detecting intersectional hate

Joseph Kwarteng, Serena Coppolino Perfumi, Tracie Farrell, Aisling Third, Miriam Fernandez

Original Article

Do Twitter users change their behavior after exposure to misinformation? An in-depth analysis

Yichen Wang, Richard Han, Tamara Silbergleit Lehman, Qin Lv, Shivakant Mishra

Original Article

A novel framework for remote management of social media big data analytics

Ahmad M. Al-Shomar, Muhammad Al-Qurish, Wajdi Aljedaani

Original Article

Delivery structure of nationalism message on Twitter in the context of Indonesian netizens

Dewi Kartika Sari, Wahyudi Kumorotomo, Novi Kurnia

Original Article

Media moments: how media events and business incentives drive twitter engagement within the small business community

Briana Trifiro, Michael Clarke, Sunny Huang, Brittney Mills, Yijun Ye, Siming Zhang, Maoxin Zhou, Chris Chao Su

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