Ausgabe 1/2020
Inhalt (92 Artikel)
Like-tasted user groups to predict ratings in recommender systems
Soufiene Jaffali, Salma Jamoussi, Kamel Smaili, Abdelmajid Ben Hamadou
Spectral evolution with approximated eigenvalue trajectories for link prediction
Miguel Romero, Jorge Finke, Camilo Rocha, Luis Tobón
Bullshit in a network structure: the two-sided influence of self-generated signals
Tomer Tuchner, Gail Gilboa-Freedman
Good and bad events: combining network-based event detection with sentiment analysis
Iraklis Moutidis, Hywel T. P. Williams
Using complex networks to identify patterns in specialty mathematical language: a new approach
A. Criado-Alonso, E. Battaner-Moro, D. Aleja, M. Romance, R. Criado
Discovering patterns of customer financial behavior using social media data
Alexander Kalinin, Danila Vaganov, Klavdiya Bochenina
Enhancing information retrieval performance by using social analysis
Hamid Khalifi, Sarah Dahir, Abderrahim El Qadi, Youssef Ghanou
A systematic mapping on automatic classification of fake news in social media
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
Md Rafiqul Islam, Shaowu Liu, Xianzhi Wang, Guandong Xu
Automatic extraction of urban outdoor perception from geolocated free texts
Frances A. Santos, Thiago H. Silva, Antonio A. F. Loureiro, Leandro A. Villas
Examining the evolution of the Twitter elite network
Reza Motamedi, Soheil Jamshidi, Reza Rejaie, Walter Willinger
Information verification in social networks based on user feedback and news agencies
Arefeh Yavary, Hedieh Sajedi, Mohammad Saniee Abadeh
Resilience and coevolution of preferential interdependent networks
Auroop Ganguly, Tanay Mehta, Tirthak Patel, Ravi Sundaram, Devesh Tiwari
Dynamic wavelet fingerprint for differentiation of tweet storm types
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
Gizem Korkmaz, Chris J. Kuhlman, Joshua Goldstein, Fernando Vega-Redondo
Behavioral differences: insights, explanations and comparisons of French and US Twitter usage during elections
Ian Davidson, Antoine Gourru, Julien Velcin, Yue Wu
Modeling the impact of Python and R packages using dependency and contributor networks
Gizem Korkmaz, Claire Kelling, Carol Robbins, Sallie Keller
A fine-grained social network recommender system
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
Jibouni Ayoub, Dounia Lotfi, Mohamed El Marraki, Ahmed Hammouch
OMLML: a helpful opinion mining method based on lexicon and machine learning in social networks
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
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
Roshanak Aghabaghery, Alireza Hashemi Golpayegani, Leila Esmaeili
Analyzing the sentiment correlation between regular tweets and retweets
Jundong Chen, Md Shafaeat Hossain, Huan Zhang
Change detection in noisy dynamic networks: a spectral embedding approach
Isuru Udayangani Hewapathirana, Dominic Lee, Elena Moltchanova, Jeanette McLeod
A systematic literature review of sparsity issues in recommender systems
Nouhaila Idrissi, Ahmed Zellou
Tweets can tell: activity recognition using hybrid gated recurrent neural networks
Renhao Cui, Gagan Agrawal, Rajiv Ramnath
The dynamics of polarized beliefs in networks governed by viral diffusion and media influence
Mohammad Reza Sanatkar
Link and interaction polarity predictions in signed networks
Tyler Derr, Zhiwei Wang, Jamell Dacon, Jiliang Tang
Earlier detection of rumors in online social networks using certainty-factor-based convolutional neural networks
S. Santhoshkumar, L. D. Dhinesh Babu
Test for triadic closure and triadic protection in temporal relational event data
Rūta Užupytė, Ernst C. Wit
Ranking and grouping social media requests for emergency services using serviceability model
Hemant Purohit, Carlos Castillo, Rahul Pandey
Channel retrieval: finding relevant broadcasters on Telegram
Asal Jalilvand, Mahmood Neshati
MR-IBC: MapReduce-based incremental betweenness centrality in large-scale complex networks
Ranjan Kumar Behera, Debadatta Naik, Dharavath Ramesh, Santanu Kumar Rath
Modeling and analysis of crime prediction and prevention
Akhil Kumar Srivastav, S. Athithan, Mini Ghosh
A classification approach to link prediction in multiplex online ego-social networks
Amin Rezaeipanah, Gholamreza Ahmadi, Samaneh Sechin Matoori
A novel iterated greedy algorithm for detecting communities in complex network
Wenquan Li, Qinma Kang, Hanzhang Kong, Chao Liu, Yunfan Kang
Core expansion: a new community detection algorithm based on neighborhood overlap
Ali Choumane, Ali Awada, Ali Harkous
Promoting social media analytics in capital raising: a design science-based approach
Maria Prokofieva, Shah J. Miah
Centrality-based epidemic control in complex social networks
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
Behnaz Eslami, Zahra Rezaei, Mehdi Habibzadeh, Majid Fouladian, Hossein Ebrahimpour-Komleh
A novel framework based on bi-objective optimization and LAN2FIS for Twitter sentiment analysis
R. Nagamanjula, A. Pethalakshmi
Towards establishing the effect of self-similarity on influence maximization in online social networks
Bhawna Saxena, Vikas Saxena
A Twitter-based approach of news media impartiality in multipartite political scenes
Sotirios Gyftopoulos, George Drosatos, Giorgos Stamatelatos, Pavlos S. Efraimidis
Lifetime distribution of information diffusion on simultaneously growing networks
Emily M. Fischer
A graph modification approach for k-anonymity in social networks using the genetic algorithm
Sara Rajabzadeh, Pedram Shahsafi, Mostafa Khoramnejadi
A framework for improving electoral forecasting based on time-aware polling
Alexandru Topîrceanu, Radu-Emil Precup
A new approach for affinity relationship discovery in online forums
Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang
A general method of active friending in different diffusion models in social networks
Shuyang Gu, Chuangen Gao, Ruiqi Yang, Weili Wu, Hua Wang, Dachuan Xu
A comparative analysis of similarity measures akin to the Jaccard index in collaborative recommendations: empirical and theoretical perspective
Vijay Verma, Rajesh Kumar Aggarwal
An ego network analysis of sextortionists
Frédérique Oggier, Anwitaman Datta, Silivanxay Phetsouvanh
Neutrality may matter: sentiment analysis in reviews of Airbnb, Booking, and Couchsurfing in Brazil and USA
Gustavo Santos, Vinicius F. S. Mota, Fabrício Benevenuto, Thiago H. Silva
t-PINE: tensor-based predictable and interpretable node embeddings
Saba Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
On knowledge-transfer characterization in dynamic attributed networks
Thiago H. P. Silva, Alberto H. F. Laender, Pedro O. S. Vaz de Melo
AppMonitor: restricting information leakage to third-party applications
Nemi Chandra Rathore, Somanath Tripathy
Comparing temporal graphs using dynamic time warping
Vincent Froese, Brijnesh Jain, Rolf Niedermeier, Malte Renken
Developing a Twitter bot that can join a discussion using state-of-the-art architectures
Yusuf Mücahit Çetinkaya, İsmail Hakkı Toroslu, Hasan Davulcu
Mining latent academic social relationships by network fusion of multi-type data
Feiyu Long, Nianwen Ning, Yunlei Zhang, Chenguang Song, Pengpeng Zhou, Bin Wu
Deep learning CNN–LSTM framework for Arabic sentiment analysis using textual information shared in social networks
Abubakr H. Ombabi, Wael Ouarda, Adel M. Alimi
FIFA World Cup referees’ networks: a constant-size clique approach
Inácio de Sousa Fadigas, Marcos Grilo, Trazíbulo Henrique, Hernane Borges de Barros Pereira
The impact of political party/candidate on the election results from a sentiment analysis perspective using #AnambraDecides2017 tweets
Ikechukwu Onyenwe, Samuel Nwagbo, Njideka Mbeledogu, Ebele Onyedinma
Hiding Your Face Is Not Enough: user identity linkage with image recognition
Leondardo Ranaldi, Fabio Massimo Zanzotto
Discount advertisement in social platform: algorithm and robust analysis
Jianxiong Guo, Weili Wu
On detecting urgency in short crisis messages using minimal supervision and transfer learning
Mayank Kejriwal, Peilin Zhou
Design and development of a friendly user interface for building social network traceability system
Aamir Junaid Ahmad, Sabina Priyadarshini
Feature selection methods for event detection in Twitter: a text mining approach
Ahmad Hany Hossny, Lewis Mitchell, Nick Lothian, Grant Osborne
YouTube of porn: longitudinal measurement, analysis, and characterization of a large porn streaming service
Cameron Wong, Yo-Der Song, Aniket Mahanti
Neighborhood and PageRank methods for pairwise link prediction
Huda Nassar, Austin R. Benson, David F. Gleich
Identification of medical resource tweets using Majority Voting-based Ensemble during disaster
Sreenivasulu Madichetty, Sridevi M
Online social network trend discovery using frequent subgraph mining
Saif Ur Rehman, Sohail Asghar
Analyzing the relationship between relevance and extremist discourse in an alt-right network on Twitter
Javier Torregrosa, Ángel Panizo-Lledot, Gema Bello-Orgaz, David Camacho
A numerical evaluation of the accuracy of influence maximization algorithms
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
Mahboubeh Ahmadalinezhad, Masoud Makrehchi
Optimal control of a delayed rumor propagation model with saturated control functions and -type objectives
Abdelhadi Abta, Hassan Laarabi, Mostafa Rachik, Hamad Talibi Alaoui, Salahaddine Boutayeb
Achieving spectral localization of network using betweenness-based edge perturbation
Debasis Mohapatra, Soubhagya Ranjan Pradhan
ArAutoSenti: automatic annotation and new tendencies for sentiment classification of Arabic messages
Imane Guellil, Faical Azouaou, Francisco Chiclana
FauxWard: a graph neural network approach to fauxtography detection using social media comments
Lanyu Shang, Yang Zhang, Daniel Zhang, Dong Wang
A deep learning-based social media text analysis framework for disaster resource management
Ashutosh Bhoi, Sthita Pragyan Pujari, Rakesh Chandra Balabantaray
Influence of Twitter activity on the stock price of soccer clubs
Attila Sóti, Alessandro Ancarani, József Stéger, Gábor Vattay
Stability of network centrality measures: a numerical study
Orsolya Kardos, András London, Tamás Vinkó
Efficient influence spread estimation for influence maximization
Zahra Aghaee, Sahar Kianian
Influence modeling of opinion switching by Twitter users in public shaming events
Rajesh Basak, Soumya K. Ghosh, Shamik Sural
GCNEXT: graph convolutional network with expanded balance theory for fraudulent user detection
Wataru Kudo, Mao Nishiguchi, Fujio Toriumi
A cross-country study on cultural similarities based on book preferences
Nazanin Sabri, Sadaf Sadeghian, Behnam Bahrak
Nonlinear dynamic information propagation mathematic modeling and analysis based on microblog social network
Xiaoyang Liu, Daobing He
Social networking mood recognition algorithm for conflict detection and management of Indian educational institutions
Sarthak Sengupta, Anurika Vaish
A framework for quantifying controversy of social network debates using attributed networks: biased random walk (BRW)
Hanif Emamgholizadeh, Milad Nourizade, Mir Saman Tajbakhsh, Mahdieh Hashminezhad, Farzaneh Nasr Esfahani
Enhancing data quality in real-time threat intelligence systems using machine learning
Ariel Rodriguez, Koji Okamura
Elite versus mass polarization on the Brazilian impeachment proceedings of 2016
Roberta C. N. Moreira, Pedro O. S. Vaz-de-Melo, Gisele L. Pappa
Correction to: Complex networks are structurally distinguishable by domain
Ryan A. Rossi, Nesreen K. Ahmed
Correction to: Diachronic equivalence: an examination of the international news network
George A. Barnett, Carlos Algara