| 2021 | A deep contrastive learning approach to extremely-sparse disaster damage assessment in social sensing. Yang Zhang, Ruohan Zong, Lanyu Shang, Ziyi Kou, Dong Wang |
| 2021 | A mathematical model for friend discovery from dynamic social graphs. Carson K. Leung, Sehaj Pal Singh |
| 2021 | A model for optimizing article recommendation for reducing polarization. Inzamam Rahaman, Patrick Hosein |
| 2021 | A novel knowledge-based multi-population framework for studying opinion dynamics of migrated individuals. Sarvnaz Sadeghi, Pooya Moradian Zadeh |
| 2021 | A spatial agent-based model for preemptive evacuation decisions during typhoon. Rey C. Rodrigueza, Maria Regina Justina E. Estuar |
| 2021 | ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021 Michele Coscia, Alfredo Cuzzocrea, Kai Shu, Ralf Klamma, Sharyn O'Halloran, Jon G. Rokne |
| 2021 | Advances in Social Network Analysis and Mining in the Big Data Era: Overview of the IEEE/ACM ASONAM 2021 International Conference Michele Coscia, Alfredo Cuzzocrea, Kai Shu |
| 2021 | An auction-based mechanism to promote cooperation in resource exchange networks. Haripriya Chakraborty, Liang Zhao |
| 2021 | An insight into network structure measures and number of driver nodes. Abida Sadaf, Luke Mathieson, Katarzyna Musial |
| 2021 | Analyzing behavioral changes of Twitter users after exposure to misinformation. Yichen Wang, Richard Han, Tamara Lehman, Qin Lv, Shivakant Mishra |
| 2021 | Analyzing online opinions and influence campaigns on blogs using BlogTracker. Abiola Akinnubi, Nitin Agarwal, Zachary K. Stine, Sodiq Oyedotun |
| 2021 | Analyzing topic attention in online small groups. Josemar Alves Caetano, Jussara M. Almeida, Marcos André Gonçalves, Wagner Meira Jr., Humberto Torres Marques-Neto, Virgílio A. F. Almeida |
| 2021 | Approximating 4-cliques in streaming graphs: the power of dual sampling. Anmol Mann, Venkatesh Srinivasan, Alex Thomo |
| 2021 | Are you influenced?: modeling the diffusion of fake news in social media. Abishai Joy, Anu Shrestha, Francesca Spezzano |
| 2021 | Artificial intelligence for knowledge graphs of cryptocurrency anti-money laundering in fintech. Min-Yuh Day |
| 2021 | Assessing the quality of the datasets by identifying mislabeled samples. Vaibhav Pulastya, Gaurav Nuti, Yash Kumar Atri, Tanmoy Chakraborty |
| 2021 | Automation of active reconnaissance phase: an automated API-based port and vulnerability scanner. Malek Malkawi, Tansel Özyer, Reda Alhajj |
| 2021 | Bayesian inference of a social graph with trace feasibility guarantees. Effrosyni Papanastasiou, Anastasios Giovanidis |
| 2021 | BotRGCN: Twitter bot detection with relational graph convolutional networks. Shangbin Feng, Herun Wan, Ningnan Wang, Minnan Luo |
| 2021 | CARE: learning convolutional attentional recurrent embedding for sequential recommendation. Yu-Che Tsai, Cheng-Te Li |
| 2021 | Characterizing video-based online information environment using VTracker. Thomas Marcoux, Oluwaseyi Adeliyi, Nitin Agarwal |
| 2021 | Combining multiple clustering and network analysis for discoveries in gene expression data. Sleiman Alhajj, Aya Alhajj, Sibel Tariyan Özyer |
| 2021 | Community deception in weighted networks. Valeria Fionda, Giuseppe Pirrò |
| 2021 | Community detection in feature-rich networks to meet K-means. Soroosh Shalileh, Boris G. Mirkin |
| 2021 | Community formation and detection on GitHub collaboration networks. Behnaz Moradi-Jamei, Brandon L. Kramer, J. Bayoán Santiago Calderón, Gizem Korkmaz |
| 2021 | Compressing and mining social network data. Connor C. J. Hryhoruk, Carson K. Leung |
| 2021 | Constant community identification in million scale networks using image thresholding algorithms. Anjan Chowdhury, Sriram Srinivasan, Sanjukta Bhowmick, Animesh Mukherjee, Kuntal Ghosh |
| 2021 | Constraint-embedded paraphrase generation for commercial tweets. Renhao Cui, Gagan Agrawal, Rajiv Ramnath |
| 2021 | Conversations around organizational risk and insider threat. Luke J. Osterritter, Kathleen M. Carley |
| 2021 | Cosine similarity for multiplex network summarization. Athanasia Polychronopoulou, Fang Zhou, Zoran Obradovic |
| 2021 | Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information. Padmaksha Roy, Shailik Sarkar, Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu |
| 2021 | Detecting cyber security related Twitter accounts and different sub-groups: a multi-classifier approach. Mohamad Imad Mahaini, Shujun Li |
| 2021 | Detecting spam tweets using machine learning and effective preprocessing. Berk Kardas, Ismail Erdem Bayar, Tansel Özyer, Reda Alhajj |
| 2021 | Deterministic influence maximization approach for sequential active marketing. Dmitri Goldenberg, Eyal Tzvi Tenzer |
| 2021 | Diagnosis prediction based on similarity of patients physiological parameters. Carmela Comito, Deborah Falcone, Agostino Forestiero |
| 2021 | DiffuScope: inferring post-specific diffusion network. Md Rashidul Hasan, Dheeman Saha, Farhan Asif Chowdhury, James H. Degnan, Abdullah Mueen |
| 2021 | Distinguishability of graphs: a case for quantum-inspired measures. Athanasia Polychronopoulou, Jumanah Alshehri, Zoran Obradovic |
| 2021 | Edge-centric network analysis. Giuseppe Pirrò |
| 2021 | Efficient analytical computation of expected frequency of motifs of small size by marginalization in uncertain network. Takayasu Fushimi, Kazumi Saito, Hiroshi Motoda |
| 2021 | Enriching demand prediction with product relationship information using graph neural networks. Yaren Yilmaz, Sule Gündüz Ögüdücü |
| 2021 | Examining factors associated with Twitter account suspension following the 2020 U.S. presidential election. Farhan Asif Chowdhury, Dheeman Saha, Md Rashidul Hasan, Koustuv Saha, Abdullah Mueen |
| 2021 | Fairness and diversity in the recommendation and ranking of participatory media content. Mehak Preet Dhaliwal, Muskaan, Aaditeshwar Seth |
| 2021 | Fake news and COVID-19 vaccination: a comparative study. Farzaneh Jouyandeh, Sarvnaz Sadeghi, Bahareh Rahmatikargar, Pooya Moradian Zadeh |
| 2021 | Fast colonization algorithm for seed selection in complex networks based on community detection. Alexandru Topîrceanu, Mihai Udrescu |
| 2021 | Fast indexing algorithm for efficient Suomi Kobayashi, Shohei Matsugu, Hiroaki Shiokawa |
| 2021 | Forecasting topic activity with exogenous and endogenous information signals in Twitter. Kin Wai Ng, Sameera Horawalavithana, Adriana Iamnitchi |
| 2021 | Forming a team of cost-effective and well-collaborated experts in social networks based on hierarchical skill model. Fa-Yuan Liu, Shiou-Chi Li, Jen-Wei Huang |
| 2021 | Forward and backward linear threshold ranks. Maria J. Blesa, Pau García-Rodríguez, Maria J. Serna |
| 2021 | From #jobsearch to #mask: improving COVID-19 cascade prediction with spillover effects. Ninghan Chen, Xihui Chen, Zhiqiang Zhong, Jun Pang |
| 2021 | Full Bitcoin blockchain data made easy. Jules Azad Emery, Matthieu Latapy |
| 2021 | GAWD: graph anomaly detection in weighted directed graph databases. Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu |
| 2021 | GPT-2C: a parser for honeypot logs using large pre-trained language models. Febrian Setianto, Erion Tsani, Fatima Sadiq, Georgios Domalis, Dimitris Tsakalidis, Panos Kostakos |
| 2021 | Group-node attention for community evolution prediction. Matt Revelle, Carlotta Domeniconi, Ben U. Gelman |
| 2021 | HGATs: hierarchical graph attention networks for multiple comments integration. Huixin Zhan, Kun Zhang, Chenyi Hu, Victor S. Sheng |
| 2021 | HawkEye: a robust reputation system for community-based counter-misinformation. Rohit Mujumdar, Srijan Kumar |
| 2021 | Hot topic detection and evaluation of multi-relation effects. Nadir Emre Zirbilek, Mustafa Erakin, Tansel Özyer, Reda Alhajj |
| 2021 | How disease spread dynamics evolve over time. Ahmad El Shoghri, Jessica Liebig, Raja Jurdak, Salil S. Kanhere |
| 2021 | IAN: interpretable attention network for churn prediction in LBSNs. Liang-Yu Chen, Yutong Chen, Young D. Kwon, Youwen Kang, Pan Hui |
| 2021 | Identifying influential nodes using overlapping modularity vitality. Stephany Rajeh, Marinette Savonnet, Éric Leclercq, Hocine Cherifi |
| 2021 | Interpretable business survival prediction. Anish K. Vallapuram, Nikhil Nanda, Young D. Kwon, Pan Hui |
| 2021 | Knowledge graph based platform of COVID-19 drugs and symptoms. Zhenhe Pan, Shuang Jiang, Juntao Su, Muzhe Guo, Yuanlin Zhang |
| 2021 | Limitations of link deletion for suppressing real information diffusion on social media. Shiori Furukawa, Sho Tsugawa |
| 2021 | LocationTrails: a federated approach to learning location embeddings. Saket Gurukar, Srinivasan Parthasarathy, Rajiv Ramnath, Catherine A. Calder, Sobhan Moosavi |
| 2021 | MMCoVaR: multimodal COVID-19 vaccine focused data repository for fake news detection and a baseline architecture for classification. Mingxuan Chen, Xinqiao Chu, K. P. Subbalakshmi |
| 2021 | Mapping the complexity of suicide by combining participatory modeling and network science. Philippe J. Giabbanelli, Michael C. Galgoczy, Duc M. Nguyen, Romain Foy, Ketra L. Rice, Nisha Nataraj, Margaret M. Brown, Christopher R. Harper |
| 2021 | Meta-reinforcement learning via buffering graph signatures for live video streaming events. Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas |
| 2021 | Misogynoir: public online response towards self-reported misogynoir. Joseph Kwarteng, Serena Coppolino Perfumi, Tracie Farrell, Miriam Fernández |
| 2021 | Modelling social capital: the structural hole connections game. Faisal Ghaffar, Neil Hurley |
| 2021 | Multi-stage graph peeling algorithm for probabilistic core decomposition. Yang Guo, Xuekui Zhang, Fatemeh Esfahani, Venkatesh Srinivasan, Alex Thomo, Li Xing |
| 2021 | Multi-view hypergraph convolution network for semantic annotation in LBSNs. Manisha Dubey, P. K. Srijith, Maunendra Sankar Desarkar |
| 2021 | My friends also prefer diverse music: homophily and link prediction with user preferences for mainstream, novelty, and diversity in music. Tomislav Duricic, Dominik Kowald, Markus Schedl, Elisabeth Lex |
| 2021 | POLAR: a holistic framework for the modelling of polarization and identification of polarizing topics in news media. Demetris Paschalides, George Pallis, Marios D. Dikaiakos |
| 2021 | Peeking through the homelessness system with a network science lens. Charalampos Chelmis, Khandker Sadia Rahman |
| 2021 | Predicting COVID-19 with AI techniques: current research and future directions. Carmela Comito, Clara Pizzuti |
| 2021 | Predictions of drug metabolism pathways through CYP 3A4 enzyme by analysing drug-target interactions network graph. M. Taleb Albrijawi, Amrou Haj Ibrahim, Reda Alhajj |
| 2021 | Pricing social visibility service in online social networks: modeling and algorithms. Shiyuan Zheng, Hong Xie, John C. S. Lui |
| 2021 | Pruning digital contact networks for meso-scale epidemic surveillance using foursquare data. Sofia Hurtado, Radu Marculescu, Justin A. Drake, Ravi Srinivasan |
| 2021 | Racism is a virus: anti-asian hate and counterspeech in social media during the COVID-19 crisis. Bing He, Caleb Ziems, Sandeep Soni, Naren Ramakrishnan, Diyi Yang, Srijan Kumar |
| 2021 | Real-time privacy risk quantification in online social networks. Anisa Halimi, Erman Ayday |
| 2021 | Retrospective analysis of controversial topics on COVID-19 in Japan. Kunihiro Miyazaki, Takayuki Uchiba, Fujio Toriumi, Kenji Tanaka, Takeshi Sakaki |
| 2021 | SCATE: shared cross attention transformer encoders for multimodal fake news detection. Tanmay Sachan, Nikhil Pinnaparaju, Manish Gupta, Vasudeva Varma |
| 2021 | SentiStance: quantifying the intertwined changes of sentiment and stance in response to an event in online forums. Jakapun Tachaiya, Arman Irani, Kevin M. Esterling, Michalis Faloutsos |
| 2021 | Similarity ranking using handcrafted stylometric traits in a swedish context. Johan Fernquist, Björn Pelzer, Lukas Lundmark, Lisa Kaati, Fredrik Johansson |
| 2021 | Social influence under improved multi-objective metaheuristics. Fabián Riquelme, Francisco Muñoz, Rodrigo Olivares |
| 2021 | Temporal dynamics of posts and user engagement of influencers on Facebook and Instagram. Luca Vassio, Michele Garetto, Carla-Fabiana Chiasserini, Emilio Leonardi |
| 2021 | Temporalizing static graph autoencoders to handle temporal networks. Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart |
| 2021 | The BiasChecker: how biased are social media searches? Can Yang, Bernardo Pereira Nunes, Jonatas Castro dos Santos, Sean Wolfgand Matsui Siqueira, Xinyuan Xu |
| 2021 | The banking transactions dataset and its comparative analysis with scale-free networks. Akrati Saxena, Yulong Pei, Jan Veldsink, Werner van Ipenburg, George Fletcher, Mykola Pechenizkiy |
| 2021 | The centrality of edges based on their role in induced triads. Lauren Hudson, Roger M. Whitaker, Stuart M. Allen, Liam D. Turner, Diane Felmlee |
| 2021 | The stock exchange of influencers: a financial approach for studying fanbase variation trends. Fabio Bertone, Luca Vassio, Martino Trevisan |
| 2021 | The voice of silence: interpreting silence in truth discovery on social media. Hang Cui, Tarek F. Abdelzaher |
| 2021 | Towards automatic generated content website based on content classification and auto-article generation. I-Hsien Ting, Chia-Sung Yen |
| 2021 | Truth and travesty intertwined: a case study of #SSR counterpublic campaign. Kumari Neha, Tushar Mohan, Arun Balaji Buduru, Ponnurangam Kumaraguru |
| 2021 | Unfolding the dimensionality structure of social networks in ideological embeddings. Pedro Ramaciotti Morales, Jean-Philippe Cointet, Gabriel Muñoz Zolotoochin |
| 2021 | Unsupervised real-time induction and interactive visualization of taxonomies over domain-specific concepts. Mayank Kejriwal, Ke Shen |
| 2021 | Using smart glasses for monitoring cyber threat intelligence feeds. Mikko Korkiakoski, Fatima Sadiq, Febrian Setianto, Ummi Khaira Latif, Paula Alavesa, Panos Kostakos |
| 2021 | Vibe check: social resonance learning for enhanced recommendation. Yin Zhang, Yun He, James Caverlee |
| 2021 | What's kooking?: characterizing India's emerging social network, Koo. Asmit Kumar Singh, Chirag Jain, Jivitesh Jain, Rishi Raj Jain, Shradha Sehgal, Tanisha Pandey, Ponnurangam Kumaraguru |
| 2021 | Which acts model happiness?: an exploratory analysis on Twitter and Goodreads. Mayank Bhasin, Harshit, Pawan Goyal |
| 2021 | Which kind of rumors may undermine society: perspectives from court orders. Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen |
| 2021 | Will you dance to the challenge?: predicting user participation of TikTok challenges. Lynnette Hui Xian Ng, John Yeh Han Tan, Darryl Jing Heng Tan, Roy Ka-Wei Lee |