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Social Network Analysis and Mining

Issue 1/2020

Content (92 Articles)

Like-tasted user groups to predict ratings in recommender systems

  • Original Article

Soufiene Jaffali, Salma Jamoussi, Kamel Smaili, Abdelmajid Ben Hamadou

Spectral evolution with approximated eigenvalue trajectories for link prediction

  • Original Article

Miguel Romero, Jorge Finke, Camilo Rocha, Luis Tobón

Bullshit in a network structure: the two-sided influence of self-generated signals

  • Original Article

Tomer Tuchner, Gail Gilboa-Freedman

Good and bad events: combining network-based event detection with sentiment analysis

  • Open Access
  • Original Article

Iraklis Moutidis, Hywel T. P. Williams

Using complex networks to identify patterns in specialty mathematical language: a new approach

  • Original Article

A. Criado-Alonso, E. Battaner-Moro, D. Aleja, M. Romance, R. Criado

Discovering patterns of customer financial behavior using social media data

  • Original Article

Alexander Kalinin, Danila Vaganov, Klavdiya Bochenina

Enhancing information retrieval performance by using social analysis

  • Review Article

Hamid Khalifi, Sarah Dahir, Abderrahim El Qadi, Youssef Ghanou

A systematic mapping on automatic classification of fake news in social media

  • Review Article

João Victor de Souza, Jorão Gomes Jr., Fernando Marques de Souza Filho, Alessandreia Marta de Oliveira Julio, Jairo Francisco de Souza

Deep learning for misinformation detection on online social networks: a survey and new perspectives

  • Review Paper

Md Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu

Automatic extraction of urban outdoor perception from geolocated free texts

  • Review Paper

Frances A. Santos, Thiago H. Silva, Antonio A. F. Loureiro, Leandro A. Villas

Examining the evolution of the Twitter elite network

  • Original Article

Reza Motamedi, Soheil Jamshidi, Reza Rejaie, Walter Willinger

Information verification in social networks based on user feedback and news agencies

  • Original Article

Arefeh Yavary, Hedieh Sajedi, Mohammad Saniee Abadeh

Resilience and coevolution of preferential interdependent networks

  • Original Article

Auroop Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari

Dynamic wavelet fingerprint for differentiation of tweet storm types

  • Original Article

Spencer Lee Kirn, Mark K. Hinders

A computational study of homophily and diffusion of common knowledge on social networks based on a model of Facebook

  • Original Article

Gizem Korkmaz, Chris J. Kuhlman, Joshua Goldstein, Fernando Vega-Redondo

Modeling the impact of Python and R packages using dependency and contributor networks

  • Original Article

Gizem Korkmaz, Claire Kelling, Carol Robbins, Sallie Keller

A fine-grained social network recommender system

  • Original Article

Markos Aivazoglou, Antonios O. Roussos, Dionisis Margaris, Costas Vassilakis, Sotiris Ioannidis, Jason Polakis, Dimitris Spiliotopoulos

Accurate link prediction method based on path length between a pair of unlinked nodes and their degree

  • Original Article

Jibouni Ayoub, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch

OMLML: a helpful opinion mining method based on lexicon and machine learning in social networks

  • Original Paper

Mohammadreza Keyvanpour, Zahra Karimi Zandian, Maryam Heidarypanah

Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework

  • Original Article

Vanessa Cedeno-Mieles, Zhihao Hu, Yihui Ren, Xinwei Deng, Abhijin Adiga, Christopher Barrett, Noshir Contractor, Saliya Ekanayake, Joshua M. Epstein, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Michael W. Macy, Madhav V. Marathe, Naren Ramakrishnan, S. S. Ravi, Parang Saraf, Nathan Self

A new method for organizational process model discovery through the analysis of workflows and data exchange networks

  • Original Paper

Roshanak Aghabaghery, Alireza Hashemi Golpayegani, Leila Esmaeili

Analyzing the sentiment correlation between regular tweets and retweets

  • Original Paper

Jundong Chen, Md Shafaeat Hossain, Huan Zhang

Change detection in noisy dynamic networks: a spectral embedding approach

  • Original Paper

Isuru Udayangani Hewapathirana, Dominic Lee, Elena Moltchanova, Jeanette McLeod

A systematic literature review of sparsity issues in recommender systems

  • Original Article

Nouhaila Idrissi, Ahmed Zellou

Tweets can tell: activity recognition using hybrid gated recurrent neural networks

  • Original Paper

Renhao Cui, Gagan Agrawal, Rajiv Ramnath

Link and interaction polarity predictions in signed networks

  • Original Paper

Tyler Derr, Zhiwei Wang, Jamell Dacon, Jiliang Tang

Ranking and grouping social media requests for emergency services using serviceability model

  • Open Access
  • Original Paper

Hemant Purohit, Carlos Castillo, Rahul Pandey

Channel retrieval: finding relevant broadcasters on Telegram

  • Original Paper

Asal Jalilvand, Mahmood Neshati

MR-IBC: MapReduce-based incremental betweenness centrality in large-scale complex networks

  • Original Article

Ranjan Kumar Behera, Debadatta Naik, Dharavath Ramesh, Santanu Kumar Rath

Modeling and analysis of crime prediction and prevention

  • Original Article

Akhil Kumar Srivastav, S. Athithan, Mini Ghosh

A classification approach to link prediction in multiplex online ego-social networks

  • Original Article

Amin Rezaeipanah, Gholamreza Ahmadi, Samaneh Sechin Matoori

A novel iterated greedy algorithm for detecting communities in complex network

  • Original Article

Wenquan Li, Qinma Kang, Hanzhang Kong, Chao Liu, Yunfan Kang

Core expansion: a new community detection algorithm based on neighborhood overlap

  • Original Article

Ali Choumane, Ali Awada, Ali Harkous

Centrality-based epidemic control in complex social networks

  • Original Article

Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan

Using deep learning methods for discovering associations between drugs and side effects based on topic modeling in social network

  • Original Article

Behnaz Eslami, Zahra Rezaei, Mehdi Habibzadeh, Majid Fouladian, Hossein Ebrahimpour-Komleh

A Twitter-based approach of news media impartiality in multipartite political scenes

  • Original Article

Sotirios Gyftopoulos, George Drosatos, Giorgos Stamatelatos, Pavlos S. Efraimidis

A graph modification approach for k-anonymity in social networks using the genetic algorithm

  • Original Article

Sara Rajabzadeh, Pedram Shahsafi, Mostafa Khoramnejadi

A framework for improving electoral forecasting based on time-aware polling

  • Original Article

Alexandru Topîrceanu, Radu-Emil Precup

A new approach for affinity relationship discovery in online forums

  • Original Article

Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang

A general method of active friending in different diffusion models in social networks

  • Original Article

Shuyang Gu, Chuangen Gao, Ruiqi Yang, Weili Wu, Hua Wang, Dachuan Xu

An ego network analysis of sextortionists

  • Original Article

Frédérique Oggier, Anwitaman Datta, Silivanxay Phetsouvanh

Neutrality may matter: sentiment analysis in reviews of Airbnb, Booking, and Couchsurfing in Brazil and USA

  • Original Article

Gustavo Santos, Vinicius F. S. Mota, Fabrício Benevenuto, Thiago H. Silva

t-PINE: tensor-based predictable and interpretable node embeddings

  • Original Article

Saba Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam

On knowledge-transfer characterization in dynamic attributed networks

  • Original Article

Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo

AppMonitor: restricting information leakage to third-party applications

  • Original Article

Nemi Chandra Rathore, Somanath Tripathy

Comparing temporal graphs using dynamic time warping

  • Open Access
  • Original Article

Vincent Froese, Brijnesh Jain, Rolf Niedermeier, Malte Renken

Developing a Twitter bot that can join a discussion using state-of-the-art architectures

  • Original Article

Yusuf Mücahit Çetinkaya, İsmail Hakkı Toroslu, Hasan Davulcu

Mining latent academic social relationships by network fusion of multi-type data

  • Original Article

Feiyu Long, Nianwen Ning, Yunlei Zhang, Chenguang Song, Pengpeng Zhou, Bin Wu

FIFA World Cup referees’ networks: a constant-size clique approach

  • Original Article

Inácio de Sousa Fadigas, Marcos Grilo, Trazíbulo Henrique, Hernane Borges de Barros Pereira

Hiding Your Face Is Not Enough: user identity linkage with image recognition

  • Original Article

Leondardo Ranaldi, Fabio Massimo Zanzotto

Feature selection methods for event detection in Twitter: a text mining approach

  • Original Article

Ahmad Hany Hossny, Lewis Mitchell, Nick Lothian, Grant Osborne

Neighborhood and PageRank methods for pairwise link prediction

  • Original Article

Huda Nassar, Austin R. Benson, David F. Gleich

Online social network trend discovery using frequent subgraph mining

  • Original Article

Saif Ur Rehman, Sohail Asghar

Analyzing the relationship between relevance and extremist discourse in an alt-right network on Twitter

  • Original Article

Javier Torregrosa, Ángel Panizo-Lledot, Gema Bello-Orgaz, David Camacho

A numerical evaluation of the accuracy of influence maximization algorithms

  • Original Article

Hautahi Kingi, Li-An Daniel Wang, Tom Shafer, Minh Huynh, Mike Trinh, Aaron Heuser, George Rochester, Antonio Paredes

Basketball lineup performance prediction using edge-centric multi-view network analysis

  • Original Article

Mahboubeh Ahmadalinezhad, Masoud Makrehchi

Optimal control of a delayed rumor propagation model with saturated control functions and -type objectives

  • Original Article

Abdelhadi Abta, Hassan Laarabi, Mostafa Rachik, Hamad Talibi Alaoui, Salahaddine Boutayeb

Achieving spectral localization of network using betweenness-based edge perturbation

  • Original Article

Debasis Mohapatra, Soubhagya Ranjan Pradhan

ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages

  • Original Article

Imane Guellil, Faical Azouaou, Francisco Chiclana

FauxWard: a graph neural network approach to fauxtography detection using social media comments

  • Original Article

Lanyu Shang, Yang Zhang, Daniel Zhang, Dong Wang

A deep learning-based social media text analysis framework for disaster resource management

  • Original Article

Ashutosh Bhoi, Sthita Pragyan Pujari, Rakesh Chandra Balabantaray

Influence of Twitter activity on the stock price of soccer clubs

  • Original Article

Attila Sóti, Alessandro Ancarani, József Stéger, Gábor Vattay

Stability of network centrality measures: a numerical study

  • Open Access
  • Original Article

Orsolya Kardos, András London, Tamás Vinkó

Efficient influence spread estimation for influence maximization

  • Original Article

Zahra Aghaee, Sahar Kianian

Topics extraction in incremental short texts based on LSTM

  • Original Article

Xubo Zhang, Li Zhang

Influence modeling of opinion switching by Twitter users in public shaming events

  • Original Article

Rajesh Basak, Soumya K. Ghosh, Shamik Sural

GCNEXT: graph convolutional network with expanded balance theory for fraudulent user detection

  • Open Access
  • Original Article

Wataru Kudo, Mao Nishiguchi, Fujio Toriumi

A cross-country study on cultural similarities based on book preferences

  • Original Article

Nazanin Sabri, Sadaf Sadeghian, Behnam Bahrak

A framework for quantifying controversy of social network debates using attributed networks: biased random walk (BRW)

  • Original Article

Hanif Emamgholizadeh, Milad Nourizade, Mir Saman Tajbakhsh, Mahdieh Hashminezhad, Farzaneh Nasr Esfahani

Elite versus mass polarization on the Brazilian impeachment proceedings of 2016

  • Original Article

Roberta C. N. Moreira, Pedro O. S. Vaz-de-Melo, Gisele L. Pappa

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