Table of Contents

• IEEE/ACM ASONAM 2022: Message from the General ChairsNitin Agarwal, Zongmin Ma, Jon G. Rokne. [doi]
• ASONAM 2022 Tutorial I: Mining and Analysing Collaboration in git Repositories with git2netChristoph Gote. [doi]
• IEEE/ACM ASONAM 2022: Welcome from the ASONAM 2022 Program ChairsJisun An, Charalampos Chelmis, Walid Magdy. [doi]
• IEEE/ACM ASONAM 2022 Message from Steering Chair [doi]
• Faster Greedy Optimization of Resistance-based Graph RobustnessMaria Predari, Robert Kooij, Henning Meyerhenke. 1-8 [doi]
• Network Sparsification via Degree- and Subgraph-based Edge SamplingZhen Su, Jürgen Kurths, Henning Meyerhenke. 9-16 [doi]
• Aptera: Automatic PARAFAC2 Tensor AnalysisEkta Gujral, Evangelos E. Papalexakis. 17-21 [doi]
• Using Dominating Sets to Block Contagions in Social NetworksRobert Chen Bao, Matthew Hancock, Chris J. Kuhlman, S. S. Ravi. 22-25 [doi]
• ComMit: Blind Community-based Early Mitigation Strategy against Viral SpreadPegah Hozhabrierdi, Sucheta Soundarajan. 26-33 [doi]
• A Knowledge-driven Domain Adaptive Approach to Early Misinformation Detection in an Emergent Health Domain on Social MediaLanyu Shang, Yang Zhang 0031, Zhenrui Yue, YeonJung Choi, Huimin Zeng, Dong Wang. 34-41 [doi]
• Characterizing Low Credibility Websites in Brazil through Computer Networking AttributesJoão M. M. Couto, Julio C. S. Reis, Ítalo Cunha, Leandro Araújo, Fabrício Benevenuto. 42-46 [doi]
• DEAP-FAKED: Knowledge Graph based Approach for Fake News DetectionMohit Mayank, Shakshi Sharma, Rajesh Sharma. 47-51 [doi]
• Dynamic Healthcare Embeddings for Improving Patient CareHankyu Jang, Sulyun Lee, D. M. Hasibul Hasan, Philip M. Polgreen, Sriram V. Pemmaraju, Bijaya Adhikari. 52-59 [doi]
• Embedding social graphs from multiple national settings in common empirical opinion spacesPedro Ramaciotti, Zografoula Vagena. 60-67 [doi]
• NodeSig: Binary Node Embeddings via Random Walk DiffusionAbdulkadir Çelikkanat, Fragkiskos D. Malliaros, Apostolos N. Papadopoulos. 68-75 [doi]
• DMNP: A Deep Learning Approach for Missing Node Prediction in Partially Observed GraphsFaezeh Faez, Ali Akhoondian Amiri, Mahdieh Soleymani Baghshah, Hamid R. Rabiee. 76-79 [doi]
• Uncovering Coordinated Communities on Twitter During the 2020 U.S. ElectionRenan Saldanha Linhares, Jose Martins da Rosa, Carlos Henrique Gomes Ferreira, Fabricio Murai, Gabriel Peres Nobre, Jussara M. Almeida. 80-87 [doi]
• Deep Graph Clustering with Random-walk based Scalable LearningXiang Li, Dong Li, Ruoming Jin, Rajiv Ramnath, Gagan Agrawal. 88-95 [doi]
• Investigating Community Detection in Arabic Scholarly Network Using Ontology-based Semantic ExpansionSarah Al-Shareef, Rahaf Alharbi, Rawan Alharbi, Raghad Almfarriji, Maram Alsharif, Rasha Alharthi, Lamia Althaqafi. 96-103 [doi]
• A Hybrid Artificial Bee Colony Algorithm with Simulated Annealing for Enhanced Community Detection in Social NetworksNarimene Dakiche, Karima Benatchba, Fatima Benbouzid-Si Tayeb, Yahya Slimani, Mehdi Anis Brahmi. 104-108 [doi]
• Predicting Influential Higher-Order Patterns in Temporal Network DataChristoph Gote, Vincenzo Perri, Ingo Scholtes. 109-116 [doi]
• Multi-relational Affinity PropagationHossam Sharara, Lise Getoor. 117-124 [doi]
• Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation ApproachAndreas Kosmatopoulos, Kostas Loumponias, Ourania Theodosiadou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris. 125-128 [doi]
• Discovering Affinity Relationships between Personality TypesJean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang. 129-138 [doi]
• Quantifying How Hateful Communities Radicalize Online UsersMatheus Schmitz, Goran Muric, Keith Burghardt. 139-146 [doi]
• Noise Audits Improve Moral Foundation ClassificationNegar Mokhberian, Frederic R. Hopp, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman. 147-154 [doi]
• Automated Detection of Sockpuppet Accounts in WikipediaMostofa Najmus Sakib, Francesca Spezzano. 155-158 [doi]
• Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain MixupHuimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang, Yang Zhang 0031, Dong Wang 0002. 159-162 [doi]
• Session-based News Recommendation from Temporal User Commenting DynamicsChen Shen 0009, Chao Han, Lihong He, Arjun Mukherjee, Zoran Obradovic, Eduard C. Dragut. 163-170 [doi]
• Equipping Recommender Systems with Individual Fairness via Second-order Proximity EmbeddingKun Wu, Jacob Erickson, Wendy Hui Wang, Yue Ning 0001. 171-175 [doi]
• Attention Mechanism indicating Item Novelty for Sequential RecommendationLi-Chia Wang, Hao-Shang Ma, Jen-Wei Huang. 176-180 [doi]
• Learning to Predict Transitions within the Homelessness System from Network TrajectoriesKhandker Sadia Rahman, Charalampos Chelmis. 181-185 [doi]
• Source Aware Budgeted Information MaximizationRithic Kumar N, Yayati Gupta, Sanatan Sukhija. 186-193 [doi]
• Minimizing the Importance Inequality of Nodes in a Social Network GraphAhmad Zareie, Rizos Sakellariou. 194-201 [doi]
• Causal Analysis on the Anchor Store Effect in a Location-based Social NetworkAnish K. Vallapuram, Young D. Kwon, Lik Hang Lee, Fengli Xu, Pan Hui 0001. 202-209 [doi]
• Improving Code Review with GitHub Issue TrackingAbduljaleel Al-Rubaye, Gita Sukthankar. 210-217 [doi]
• Exploring Mental Health Communications among Instagram CoachesEhsan ul Haq, Lik Hang Lee, Gareth Tyson, Reza Hadi Mogavi, Tristan Braud, Pan Hui 0001. 218-225 [doi]
• Gender dynamics of German journalists on TwitterBenedict Witzenberger, Jürgen Pfeffer. 226-230 [doi]
• Understanding the Impact of Awards on Award Winners and the Community on RedditAvinash Tulasi, Mainack Mondal, Arun Balaji Buduru, Ponnurangam Kumaraguru. 231-236 [doi]
• Diachronic Analysis of Users' Stances on COVID-19 Vaccination in Japan using TwitterShohei Hisamitsu, Sho Cho, Hongshan Jin, Masashi Toyoda, Naoki Yoshinaga 0001. 237-241 [doi]
• TSPA: Efficient Target-Stance Detection on TwitterEvan M. Williams, Kathleen M. Carley. 242-246 [doi]
• PLMP: A Method to Map the Linguistic Markers of the Social Discourse onto its Semantic NetworkTomaso Erseghe, Leonardo Badia, Lejla Dzanko, Caterina Suitner. 247-251 [doi]
• Coherent Personalized Paragraph Generation for a Successful Landing PageYusuf Mücahit Çetinkaya, Ismail Hakki Toroslu, Hasan Davulcu. 252-255 [doi]
• The Pursuit of Being Heard: An Unsupervised Approach to Narrative Detection in Online ProtestKumari Neha 0001, Vibhu Agrawal, Arun Balaji Buduru, Ponnurangam Kumaraguru. 256-260 [doi]
• Dynamic Ensemble Associative LearningMd. Rayhanul Kabir, Osmar R. Zaïane. 261-268 [doi]
• Whole-File Chunk-Based Deduplication Using Reinforcement Learning for Cloud StorageXincheng Yuan, Melody Moh, Teng-Sheng Moh. 269-276 [doi]
• Identifying Power Elites in Massively Multiplayer Online Games by Applying Machine Learning to Communication and Support NetworksSiegfried Müller, Raji Ghawi, Jürgen Pfeffer. 277-284 [doi]
• Multi-Objective Influence Maximization Under Varying-Size Solutions and ConstraintsTarun Kumer Biswas, Alireza Abbasi, Ripon K. Chakrabortty. 285-292 [doi]
• Using Synthetic Data to Reduce Model Convergence Time in Federated LearningFida K. Dankar, Nisha Thorakkattu Madathil. 293-297 [doi]
• Customer Lifetime Value Prediction with K-means Clustering and XGBoostMarius Myburg, Sonia Berman. 298-302 [doi]
• Social Network Analysis of Popular YouTube Videos via Vertical Quantitative MiningAdam G. M. Pazdor, Carson K. Leung, Thomas J. Czubryt, Junyi Lu, Denys Popov, Sanskar Raval. 303-307 [doi]
• Understanding the Impact of Culture in Assessing Helpfulness of Online ReviewsKhaled Alanezi, Nuha Albadi, Omar Hammad, Maram Kurdi, Shivakant Mishra. 308-315 [doi]
• Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO)Serkan Üçer, Tansel Özyer, Reda Alhajj. 316-323 [doi]
• Social Network Analysis on Interpretable Compressed Sparse NetworksConnor C. J. Hryhoruk, Carson K. Leung. 324-331 [doi]
• Portuguese Twitter Dataset on COVID-19Richard Adolph Aires Jonker, Roshan Poudel, Olga Fajarda, Sérgio Matos, José Luís Oliveira, Rui Pedro Lopes. 332-338 [doi]
• Is Twitter Enough? Investigating Situational Awareness in Social and Print Media during the Second COVID-19 Wave in IndiaIshita Vohra, Meher Shashwat Nigam, Aryan Sakaria, Amey Kudari, Nimmi Rangaswamy. 339-346 [doi]
• Segmentation and Classification of Dermoscopic Skin Cancer on Green ChannelHind Abouche, Anwar Jimi, Nabila Zrira, Ibtissam Benmiloud. 347-354 [doi]
• Comparing Deep and Machine Learning Models for Sentiment and Emotion Classification from Vaccine #sideffectsAditya Dubey, Swapna S. Gokhale. 355-362 [doi]
• Identifying Important Features for Clinical Diagnosis of Thyroid DisorderSowmya Balasubramanian, Venkatesh Srinivasan 0001, Alex Thomo. 363-369 [doi]
• Automated Skin Lesion Segmentation using VGG-UNetAnwar Jimi, Hind Abouche, Nabila Zrira, Ibtissam Benmiloud. 370-377 [doi]
• Early Detection of Multilingual Troll Accounts on TwitterLin Miao, Mark Last, Marian Litvak. 378-382 [doi]
• Predicting Targeted Violence from Social Media CommunicationLisa Kaati, Amendra Shrestha, Nazar Akrami. 383-390 [doi]
• WayPop Machine: A Wayback Machine to Investigate Popularity and Root Out TrollsTugrulcan Elmas, Thomas Romain Ibanez, Alexandre Hutter, Rebekah Overdorf, Karl Aberer. 391-395 [doi]
• A Machine Learning Approach to Identify Toxic Language in the Online SpaceLisa Kaati, Amendra Shrestha, Nazar Akrami. 396-402 [doi]
• Evaluation of Joint Modeling Techniques for Node Embedding and Community Detection on GraphsSimon Hiel, Lore Nicolaers, Carlos Ortega Vázquez, Sandra Mitrovic, Bart Baesens, Jochen De Weerdt. 403-410 [doi]
• An Empirical Study of Automatic Social Media Content Labeling and Classification based on BERT Neural NetworkI-Hsien Ting, Chia-Sung Yen, Chia-Chun Kang, Shu-Chen Yang. 411-414 [doi]
• Impact of Work from Home During the Pandemic in Saudi ArabiaOmar Hammad, Shivakant Mishra. 415-420 [doi]
• Text Mining with Information Extraction for Chinese Financial Knowledge GraphYung-Wei Teng, Min-Yuh Day, Pei-Tz Chiu. 421-426 [doi]
• Predicting Depression and Anxiety on Reddit: a Multi-task Learning ApproachShailik Sarkar, Abdulaziz Alhamadani, Lulwah Alkulaib, Chang-Tien Lu. 427-435 [doi]
• PIMan: A Comprehensive Approach for Establishing Plausible Influence among Software RepositoriesMd Omar Faruk Rokon, Risul Islam, Md Rayhanul Masud, Michalis Faloutsos. 436-441 [doi]
• PRISTINE: Semi-supervised Deep Learning Opioid Crisis Detection on RedditAbdulaziz Alhamadani, Shailik Sarkar, Lulwah Alkulaib, Chang-Tien Lu. 444-453 [doi]
• Quarantine in Motion: A Graph Learning Framework to Reduce Disease Transmission Without LockdownSofia Hurtado, Radu Marculescu, Justin Drake. 454-461 [doi]
• MOGPlay: A Decentralized Crowd Journalism Application for Democratic News ProductionInês Rito Lima, Cláudia Marinho, Vasco Filipe, Alexandre Ulisses, Nishant Saurabh, Antorweep Chakravorty, Zhiming Zhao, Atanas Hristov, Radu Prodan. 462-469 [doi]
• Stylometric and Semantic Analysis of Demographically Diverse Non-native English Review DataSalim Sazzed. 470-476 [doi]
• Characteristics Analysis of Moving Conversations to Detect Events on TwitterHansi Senaratne, Dominic Lehle, Tobias Schreck. 476-483 [doi]
• #WashTheHate: Understanding the Prevalence of Anti-Asian Prejudice on Twitter During the COVID-19 PandemicBrittany Wheeler, Seong Jung, Maria Camila Nardini Barioni, Monika Purohit, Deborah L. Hall, Yasin N. Silva. 484-491 [doi]
• A Time-Dependent-Based Approach to Enhance Self-Harm PredictionEtienne Gael Tajeuna, Mohamed Bouguessa. 492-495 [doi]
• IKEA: Unsupervised domain-specific keyword-expansionJoobin Gharibshah, Jakapun Tachaiya, Arman Irani, Evangelos E. Papalexakis, Michalis Faloutsos. 496-503 [doi]
• Data Driven Modeling Social Media Influence using Differential EquationsBailu Jin, Weisi Guo. 504-507 [doi]
• Extremism on Social Media: Lynching of Priyantha Kumara DiyawadanaMusa Muhammad, Muhammad Usama, Momin Uppal. 508-509 [doi]
• URLytics: Profiling Forum Users from their Posted URLsBen Treves, Md Rayhanul Masud, Michalis Faloutsos. 510-513 [doi]
• Wheats the Deal? Understanding the GMO debate in online forumsArman Irani, Kevin M. Esterling, Michalis Faloutsos, Deborah Pagliaccia. 514-517 [doi]
• PriMe: A Novel Privacy Measuring Framework for Online Social NetworksAhmad Hassanpour, Bian Yang. 518-525 [doi]
• A Fast Algorithm for Ranking Users by their Influence in Online Social PlatformsNouamane Arhachoui, Esteban Bautista, Maximilien Danisch, Anastasios Giovanidis. 526-533 [doi]
• Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural NetworksGuillaume Lachaud, Patricia Conde Céspedes, Maria Trocan. 534-540 [doi]
• Multigraph transformation for community detection applied to financial servicesSafa El Ayeb, Baptiste Hemery, Fabrice Jeanne, Christophe Charrier, Estelle Cherrier. 541-548 [doi]
• Ukraine as a Political Tool in Facebook Sponsored ContentOliver Melbourne Allen, Filippo Menczer. 549-551 [doi]
• A Comparative Study of China's Foreign Ministry Spokesperson's Use of Weibo and TwitterZhuo Cheng, Samira Shaikh. 552-555 [doi]
• Maximizing Bigdata Retrieval: Block as a Value for NoSQL over SQLAbdulrauf Gidado, Christie I. Ezeife. 556-563 [doi]
• Universal Graph Embedding Fine Tuning with Dirichlet Energy SmoothingTomi Wójtowicz. 564-565 [doi]
• Visualization of Influential Blog Networks Using BlogTrackerAbiola Akinnubi, Nitin Agarwal, Ayokunle Sunmola, Vanessa Okeke. 566-569 [doi]
• NetDriller-V3: A Powerful Social Network Analysis ToolSalim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj. 570-574 [doi]
• Extracting and Visualizing Wildlife Trafficking Events from Wildlife Trafficking ReportsDevin Coughlin, Maylee Gagnon, Victoria Grasso, Guanyi Mou, Kyumin Lee, Renata Konrad, Patricia Raxter, Meredith Gore. 575-578 [doi]