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12th ASONAM 2020: The Hague, Netherlands
- Martin Atzmüller, Michele Coscia, Rokia Missaoui:
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2020, The Hague, Netherlands, December 7-10, 2020. IEEE 2020, ISBN 978-1-7281-1056-1 - Yue Sun, Zhi Yang, Yafei Dai:
TrustGCN: Enabling Graph Convolutional Network for Robust Sybil Detection in OSNs. 1-7 - Fatemeh Salehi Rizi, Michael Granitzer:
Multi-task Network Embedding with Adaptive Loss Weighting. 1-5 - Styliani Bourli, Evaggelia Pitoura:
Bias in Knowledge Graph Embeddings. 6-10 - Koosha Zarei, Reza Farahbakhsh, Noël Crespi, Gareth Tyson:
Impersonation on Social Media: A Deep Neural Approach to Identify Ingenuine Content. 11-15 - Duy-Tin Vo, Richard Khoury:
Language Identification on Massive Datasets of Short Messages using an Attention Mechanism CNN. 16-23 - Palash Goyal
, Sachin Raja, Di Huang, Sujit Rokka Chhetri, Arquimedes Canedo, Ajoy Mondal, Jaya Shree, C. V. Jawahar:
Graph Representation Ensemble Learning. 24-31 - Munira Syed, Daheng Wang
Overcoming Data Sparsity in Predicting User Characteristics from Behavior through Graph Embeddings. 32-36 - Jiyang Bai, Yuxiang Ren, Jiawei Zhang:
DEAM: Adaptive Momentum with Discriminative Weight for Stochastic Optimization. 37-41 - Hao-Shang Ma, Jen-Wei Huang:
User Preference Translation Model for Recommendation System with Item Influence Diffusion Embedding. 50-54 - Md. Saqib Hasan, Rukshar Alam
Truth or Lie: Pre-emptive Detection of Fake News in Different Languages Through Entropy-based Active Learning and Multi-model Neural Ensemble. 55-59 - Stefanos Antaris, Dimitrios Rafailidis:
Distill2Vec: Dynamic Graph Representation Learning with Knowledge Distillation. 60-64 - Helen C. Purchase
Proximity, Communities, and Attributes in Social Network Visualisation. 65-72 - Neil Gupta
Detection and Visualization of Dense Subgroups at Multiple Resolutions in Large Social Networks. 73-80 - Chaoqi Yang, Jinyang Li, Ruijie Wang, Shuochao Yao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Tianshi Wang, Tarek F. Abdelzaher:
Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization. 81-88 - Derek Weber
Who's in the Gang? Revealing Coordinating Communities in Social Media. 89-93 - Ehsan ul Haq
Community Matters more than Anonymity: Analysis of User Interactions on the Quora Q&A Platform. 94-98 - Soroosh Shalileh
A Data Recovery Method for Community Detection in Feature-Rich Networks. 99-104 - Subhasis Dasgupta
Discovering Interesting Subgraphs in Social Media Networks. 105-109 - Rahul Goel, Rajesh Sharma:
Mobility Based SIR Model For Pandemics - With Case Study Of COVID-19. 110-117 - Rana Tallal Javed
A First Look at COVID-19 Messages on WhatsApp in Pakistan. 118-125 - Viet Duong, Jiebo Luo
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic. 126-130 - Yang Zhang, Ruohan Zong, Dong Wang:
A Hybrid Transfer Learning Approach to Migratable Disaster Assessment in Social Media Sensing. 131-138 - Shuaidong Pan, Faner Lin, Jiebo Luo
Do Sports and Politics Mix? Cross-Analysis of Fan Bases of Major League Sports and Presidential Candidates. 139-142 - Fan Yang, Eduard C. Dragut, Arjun Mukherjee:
Claim Verification under Positive Unlabeled Learning. 143-150 - Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi:
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response. 151-158 - Matteo Cardaioli, Pallavi Kaliyar, Pasquale Capuozzo, Mauro Conti
Predicting Twitter Users' Political Orientation: An Application to the Italian Political Scenario. 159-165 - Maram Kurdi
"Video Unavailable": Analysis and Prediction of Deleted and Moderated YouTube Videos. 166-173 - Abiola Osho
An Implicit Crowdsourcing Approach to Rumor Identification in Online Social Networks. 174-182 - Bhavtosh Rath, Aadesh Salecha, Jaideep Srivastava:
Detecting Fake News Spreaders in Social Networks using Inductive Representation Learning. 182-189 - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
On Predicting Behavioral Deterioration in Online Discussion Forums. 190-195 - Khurshed Ali, Chih-Yu Wang, Mi-Yen Yeh, Yi-Shin Chen:
Addressing Competitive Influence Maximization on Unknown Social Network with Deep Reinforcement Learning. 196-203 - Jihoon Ko, Kyuhan Lee, Kijung Shin, Noseong Park:
MONSTOR: An Inductive Approach for Estimating and Maximizing Influence over Unseen Networks. 204-211 - Ehsan ul Haq
Enemy at the Gate: Evolution of Twitter User's Polarization During National Crisis. 212-216 - Pedro Ramaciotti Morales
Your most telling friends: Propagating latent ideological features on Twitter using neighborhood coherence. 217-221 - Ece Çigdem Mutlu, Toktam A. Oghaz, Ege Tütüncüler, Ivan Garibay
Do Bots Have Moral Judgement? The Difference Between Bots and Humans in Moral Rhetoric. 222-226 - Xiaoyun Fu, Madhavan R. Padmanabhan, Raj Gaurav Kumar, Samik Basu, Shawn F. Dorius, Aduri Pavan:
Measuring the Impact of Influence on Individuals: Roadmap to Quantifying Attitude. 227-231 - Fernando C. Erd, André Luís Vignatti, Murilo V. G. da Silva:
Blocking the Spread of Misinformation in a Network under Distinct Cost Models. 232-236 - Jaqueline Faria de Oliveira, Humberto Torres Marques-Neto, Márton Karsai
Information Adoption via Repeated or Diversified Social Influence on Twitter. 237-241 - Emmanouil Krasanakis
Stopping Personalized PageRank without an Error Tolerance Parameter. 242-249 - Pedro Ramaciotti Morales, Lionel Tabourier, Raphaël Fournier-S'niehotta:
Testing the Impact of Semantics and Structure on Recommendation Accuracy and Diversity. 250-257 - Spiros Apostolou, Panayiotis Tsaparas
Template-Driven Team Formation. 258-265 - Aparup Khatua, Wolfgang Nejdl
Matching Recruiters and Jobseekers on Twitter. 266-269 - Mahreen Nasir, Christie I. Ezeife:
Semantics Embedded Sequential Recommendation for E-Commerce Products (SEMSRec). 270-274 - Debashish Roy
Movie Recommendation using YouTube Movie Trailer Data as the Side Information. 275-279 - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
A Pre-training Approach for Stance Classification in Online Forums. 280-287 - Yan Zhong
Scalable Social Tie Strength Measuring. 288-295 - Marc-André Larochelle, Richard Khoury:
Generalisation of Cyberbullying Detection. 296-300 - Oyesh Mann Singh, Sandesh Timilsina, Bal Krishna Bal, Anupam Joshi:
Aspect Based Abusive Sentiment Detection in Nepali Social Media Texts. 301-308 - Yang Chen, Jiamou Liu:
Social Capital Games as A Framework for Social Structural Pattern Emergence. 309-316 - Derek Weber
A method to evaluate the reliability of social media data for social network analysis. 317-321 - Wienke Strathern, Mirco Schönfeld
Against the Others! Detecting Moral Outrage in Social Media Networks. 322-326 - Koosha Zarei, Damilola Ibosiola, Reza Farahbakhsh, Zafar Gilani, Kiran Garimella, Noël Crespi, Gareth Tyson:
Characterising and Detecting Sponsored Influencer Posts on Instagram. 327-331 - Rouzbeh Hasheminezhad, Moses Boudourides, Ulrik Brandes:
Scale-free networks need not be fragile. 332-339 - Cindarella Petz
A Longitudinal Analysis of a Social Network of Intellectual History. 340-347 - Shima Moghtasedi, Cristina Ioana Muntean, Franco Maria Nardini
High-Quality Prediction of Tourist Movements using Temporal Trajectories in Graphs. 348-352 - Siegfried Müller
Using Communication Networks to Predict Team Performance in Massively Multiplayer Online Games. 353-360 - Risul Islam, Md Omar Faruk Rokon
HackerScope: The Dynamics of a Massive Hacker Online Ecosystem. 361-368 - Karen Kuhlman Amos, Chris J. Kuhlman, S. S. Ravi:
Despotic Regimes Instilling Fear in Citizens to Suppress Protests. 369-373 - Sergey Shvydun
Dynamic Analysis of the Global Financial Network. 374-378 - Natalia Meshcheryakova
Network Analysis of Bilateral Trade Data Under Asymmetry. 379-383 - Konstantinos Semertzidis, Evaggelia Pitoura:
A Hybrid Approach to Temporal Pattern Matching. 384-388 - Ai-Ni Lee, Kuan-Ying Chen, Cheng-Te Li:
ActRec: A Word Embedding-based Approach to Recommend Movie Actors to Match Role Descriptions. 389-392 - Takayasu Fushimi, Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda:
Opening and Closing Dynamics of Competing Shop Groups over Spatial Networks. 393-400 - Ekta Gujral
C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. 401-408 - Jitin Krishnan, Hemant Purohit
Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Tweets for Emergency Services. 409-416 - Dominic Seyler, Lunan Li, ChengXiang Zhai:
Semantic Text Analysis for Detection of Compromised Accounts on Social Networks. 417-424 - Lanyu Shang
CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. 425-429 - Lucas Lima, Julio C. S. Reis, Philipe F. Melo, Fabricio Murai, Fabrício Benevenuto:
Characterizing (Un)moderated Textual Data in Social Systems. 430-434 - John Palowitch, Bryan Perozzi:
Debiasing Graph Representations via Metadata-Orthogonal Training. 435-442 - Aman Tyagi
Affective Polarization in Online Climate Change Discourse on Twitter. 443-447 - Samuel S. Guimarães, Julio C. S. Reis, Lucas Henrique C. Lima, Filipe N. Ribeiro, Marisa Vasconcelos
Identifying and Characterizing Alternative News Media on Facebook. 448-452 - Francesco Scotti, Davide Magnanimi
Online feelings and sentiments across Italy during pandemic: investigating the influence of socio-economic and epidemiological variables. 453-459 - Aleksey Panasyuk, Kishan G. Mehrotra, Edmund Szu-Li Yu:
Improving Geocoding of a Twitter User Group using their Account Creation Times and Languages. 460-467 - Youcef Benkhedda, Faiçal Azouaou, Sofiane Abbar:
Identity Linkage Across Diverse Social Networks. 468-472 - Jakapun Tachaiya, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RThread: A thread-centric analysis of security forums. 473-477 - Shakshi Sharma
Forecasting Transactional Amount in Bitcoin Network Using Temporal GNN Approach. 478-485 - Stefanos Antaris, Dimitrios Rafailidis:
VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions. 486-493 - Zikai Guo, Deqing Yang, Baichuan Liu, Lyuxin Xue, Yanghua Xiao:
Co-refining User and Item Representations with Feature-level Self-attention for Enhanced Recommendation. 494-501 - Matthew Beatty:
Graph-Based Methods to Detect Hate Speech Diffusion on Twitter. 502-506 - Mayank Kejriwal, Ravi Kiran Selvam, Chien-Chun Ni, Nicolas Torzec:
Locally Constructing Product Taxonomies from Scratch Using Representation Learning. 507-514 - Risul Islam, Md Omar Faruk Rokon
TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. 515-522 - Vladimir Barash, Clayton Fink, Christopher J. Cameron, Aurora C. Schmidt, Wei Dong, Michael Macy, John Kelly, Amruta Deshpande:
A Twitter Social Contagion Monitor. 523-530 - Omer Zulfiqar, Yi-Chun Chang, Po-Han Chen, Kaiqun Fu, Chang-Tien Lu
RISECURE: Metro Incidents And Threat Detection Using Social Media. 531-535 - Shishir Kulkarni, Jay Ketan Katariya, Katerina Potika
GloVeNoR: GloVe for Node Representations with Second Order Random Walks. 536-543 - Lucas L. Rolim, Jefferson Elbert Simões, Daniel R. Figueiredo
Network and Revenue of the Clube Hurb Affiliate Marketing Program: A Story of Two Tales. 544-548 - Andreea Nita
Dynamics of the international environmental treaties - perspectives for future cooperation. 549-556 - Sumin Han, Dasom Hong, Dongman Lee:
Exploring Commercial Gentrification using Instagram Data. 557-564 - Zhou Yang, Long Hoang Nguyen, Jiazhen Zhu, Zhenhe Pan, Jia Li, Fang Jin
Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning. 565-572 - Md. Shoaib Ahmed
Online Topical Clusters Detection for Top-k Trending Topics in Twitter. 573-577 - Aditya Tyagi, Diego Gómez-Zará
How do friendship and advice ties emerge? A case study of graduate student social networks. 578-585 - Saud Alashri, Turki Alalola:
Functional Analysis of the 2020 U.S. Elections on Twitter and Facebook using Machine Learning. 586-589 - Ian McCulloh, Onur Savas:
k-Truss Network Community Detection. 590-593 - Tales Lopes, Victor Ströele
Unraveling the Semantic Evolution of Core Nodes in a Global Contribution Network. 594-601 - Francesca Spezzano
How Do People Decide Political News Credibility? 602-605 - Christian C. Luhmann, Brian Yang:
Mechanisms of Behavioral Contagion: An Approximate Bayesian Approach. 606-610 - John L. Pfaltz:
The Interior of a Network. 611-614 - Eduardo M. Hargreaves, Eduardo F. Mangabeira, Jonice Oliveira, Tiago Cruz França, Daniel S. Mcnasché:
Facebook News Feed personalization filter: a case study during the Brazilian elections. 615-618 - Badhan Chandra Das, Md Musfique Anwar
Attribute Driven Temporal Active Local Online Community Detection. 619-622 - Jolin Shaynn-Ly Kwan, Kwan Hui Lim:
Understanding Public Sentiments, Opinions and Topics about COVID-19 using Twitter. 623-626 - Ankur Sharma, Navreet Kaur, Anirban Sen, Aaditeshwar Seth:
Ideology Detection in the Indian Mass Media. 627-634 - Luce le Gorrec, Philip A. Knight:
A Simple Embedding for Classifying Networks with a few Graphlets. 635-642 - Konstantinos F. Xylogiannopoulos
Identifying Social Networks of Programmers using Text Mining for Code Similarity Detection. 643-650 - Sebastião Pais
Unsupervised Approach to Detect Extreme Sentiments on Social Networks. 651-658 - Carson K. Leung
Compression for Very Sparse Big Social Data. 659-666 - Jorge Victorino, Jorge Rudas
Spatial-temporal patterns of aggressive behaviors. A case study Bogotá, Colombia. 667-672 - Patrick Shepherd, Mia Weaver, Judy Goldsmith:
An Investigation into the Sensitivity of Social Opinion Networks to Heterogeneous Goals and Preferences. 673-677 - Ying Zhao, Gabe E. Mata:
Leverage Artificial Intelligence to Learn, Optimize, and Win (LAILOW) for the Marine Maintenance and Supply Complex System. 678-684 - Luisa Fernanda Chaparro
Sentiment Analysis of Social Network Content to Characterize the Perception of Security. 685-691 - Evan M. Williams, David Levin, Ian McCulloh:
Improving LDA Topic Modeling with Gamma and Simmelian Filtration. 692-696 - Sehaj Pal Singh, Carson K. Leung
A Theoretical Approach for Discovery of Friends from Directed Social Graphs. 697-701 - Carmela Comito:
Learning Sequential Mobility and User Preference for new Location Recommendation in Online Social Networks. 702-709 - Tansel Özyer, Ak Duygu Selin, Reda Alhajj:
Recent Trends in Emotion Analysis: A Big Data Analysis Perspective. 710-714 - Jorge Rudas, Ana Maria Reyes, Cristian Pulido, Luisa Fernanda Chaparro
Consistent spatial decomposition of temporal occurrence of aggressive behaviors: A case study in Bogotá, Colombia. 715-719 - Amendra Shrestha, Nazar Akrami, Lisa Kaati:
Introducing Digital-7 Threat Assessment of Individuals in Digital Environments. 720-726 - Annika Andreasson
A Census of Swedish Government Administrative Authority Employee Communications on Cybersecurity during the COVID-19 Pandemic. 727-733 - Naimisha Kolli, N. Balakrishnan:
Hybrid Features for Churn Prediction in Mobile Telecom Networks with Data Constraints. 734-741 - Ian McCulloh, Nathan Ellis, Onur Savas, Paul Rodrigues
Assessing e-Recruiting on Social Media: FBI Case Study. 742-747 - Timothy Wright, Shaun Whitfield, Sean Cahill, John Duffy:
Project Umbra. 748-751 - Donald Winiecki, Katherine Kappelman, Bryant Hay, Mikel Joaristi, Edoardo Serra
Validating Bad Entity Ranking in the Panama Papers via Open-source Intelligence. 752-759 - Razieh Nokhbeh Zaeem, Chengjing Li, K. Suzanne Barber:
On Sentiment of Online Fake News. 760-767 - Srihaasa Pidikiti, Jason Shuo Zhang, Richard Han, Tamara Lehman, Qin Lv, Shivakant Mishra:
Understanding How Readers Determine the Legitimacy of Online News Articles in the Era of Fake News. 768-775 - Andrew J. Park, Stefano Z. Stamato:
Social Network Analysis of Global Transshipment: A Framework for Discovering Illegal Fishing Networks. 776-783 - Robin M. Givens
Analysis of COVID-19 Mitigation Measures on a Small Liberal Arts College Network. 784-791 - Hisham Al-Mubaid, Izzat Alsmadi:
Analysis and Prediction of COVID-19 Timeline and Infection Rates. 792-797 - Swapna S. Gokhale:
Comparing the Impact of Unhealthy Behaviors and Preventive Services on Chronic Health Outcomes. 798-802 - Sleiman Alhajj, Salih Gencer:
Investigating Side Effects of Existing Drugs Used in Covid-19 Treatment. 803-810 - Jennifer Jin, Sophia Lam, Onur Savas
Approaches for Quantifying Video Prominence, Narratives, & Discussion: Engagement on COVID-19 Related YouTube Videos. 811-818 - Adway S. Wadekar
A Psychosocial Approach to Predicting Substance Use Disorder (SUD) Among Adolescents. 819-826 - Ananya Zabin, Thirimachos Bourlai
A Deep Learning Based Approach to Iris Sensor Identification. 827-834 - Panos Kostakos:
Strings and Things: A Semantic Search Engine for news quotes using Named Entity Recognition. 835-839 - Victoria Sophie Hazebrouck:
See it. Say it. Sorted. An empirical analysis of the influence of the British Vigilance Campaign. 840-844 - Panagiotis Aposporis:
Object Detection Methods for Improving UAV Autonomy and Remote Sensing Applications. 845-853 - Dimitris Spiliotopoulos
On Recommending Safe Travel Periods to High Attack Risk Destinations. 854-861 - Konstantinos F. Xylogiannopoulos
Visualization of Repeated Patterns in Multivariate Discrete Sequences. 862-869 - Costas Vassilakis, Dimitra Maniataki, George Lepouras, Angeliki Antoniou, Dimitris Spiliotopoulos
Database Knowledge Enrichment Utilizing Trending Topics from Twitter. 870-876 - Dionisis Margaris
Neighbourhood Aging Factors for Limited Information Social Network Collaborative Filtering. 877-883 - Hassan Abedi Firouzjaei
Effect of readability of political tweets on positive user engagement. 884-891 - James R. Ashford, Liam D. Turner, Roger M. Whitaker, Alun D. Preece, Diane Felmlee:
Assessing temporal and spatial features in detecting disruptive users on Reddit. 892-896 - Francis Spiegel Rubin, Adriana C. F. Alvim
Detecting Influential Communities in Twitter during Brazil Oil Field Auction in 2019. 897-904 - Michelle Edwards, Jonathan Tuke, Matthew Roughan, Lewis Mitchell:
The one comparing narrative social network extraction techniques. 905-913 - Li-Chen Cheng, Legaspi Rhea Sharmayne:
Analysing Digital Banking Reviews Using Text Mining. 914-918 - Mike Tian-Jian Jiang
Fine-tuning techniques and data augmentation on transformer-based models for conversational texts and noisy user-generated content. 919-925 - I-Hsien Ting, Su-Chen Yang, Chia-Sung Yen, Tsung-Hsing Tsai:
Hot Topics Detection by Using 2-Layers Keywords Extraction. 926-928 - Radoslaw Michalski, Marcin Pieczka:
Dru: Studying Blockchain as a Complex Network. 929-932 - Claudio D. G. Linhares
DyNetVis - An interactive software to visualize structure and epidemics on temporal networks. 933-936 - Hiroto Yamaguchi, Yuya Ogawa, Seiji Maekawa
Controlling Internal Structure of Communities on Graph Generator. 937-940 - Zhou Yang, Jiwei Xu, Zhenhe Pan, Fang Jin
COVID19 Tracking: An Interactive Tracking, Visualizing and Analyzing Platform. 941-943 - Vinay Jayachandra Reddy, Rashmi Kesidi, Zhou Yang, Chen Zhang, Zhenhe Pan, Victor S. Sheng, Fang Jin
BeSober: Assisting relapse prevention in Alcohol Addiction using a novel mobile app-based intervention. 944-947 - Zhenhe Pan, Dhruv Mehta, Anubhav Tiwari, Ireddy Siddhartha, Zhou Yang, Fang Jin
An Interactive Platform to Track Global COVID-19 Epidemic. 948-951 - Noora Al Roken, Maryam Al Abdooli, Sumaya Khoory, Hakim Hacid:
SpeculoLab: A Protocol and a Tool for Identity Deception Experimentation in Social Networks. 952-955
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