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ASONAM 2022: Istanbul, Turkey
- IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2022, Istanbul, Turkey, November 10-13, 2022. IEEE 2022, ISBN 978-1-6654-5661-6
- Christoph Gote:
ASONAM 2022 Tutorial I: Mining and Analysing Collaboration in git Repositories with git2net. xxviii - Jisun An, Charalampos Chelmis, Walid Magdy:
IEEE/ACM ASONAM 2022: Welcome from the ASONAM 2022 Program Chairs. xi - IEEE/ACM ASONAM 2022 Message from Steering Chair. viii
- Nitin Agarwal, Zongmin Ma, Jon G. Rokne:
IEEE/ACM ASONAM 2022: Message from the General Chairs. ix-x - Maria Predari, Robert Kooij, Henning Meyerhenke:
Faster Greedy Optimization of Resistance-based Graph Robustness. 1-8 - Zhen Su
, Jürgen Kurths, Henning Meyerhenke:
Network Sparsification via Degree- and Subgraph-based Edge Sampling. 9-16 - Ekta Gujral
Aptera: Automatic PARAFAC2 Tensor Analysis. 17-21 - Robert Chen Bao
Using Dominating Sets to Block Contagions in Social Networks. 22-25 - Pegah Hozhabrierdi
ComMit: Blind Community-based Early Mitigation Strategy against Viral Spread. 26-33 - Lanyu Shang, Yang Zhang, Zhenrui Yue, YeonJung Choi, Huimin Zeng, Dong Wang:
A Knowledge-driven Domain Adaptive Approach to Early Misinformation Detection in an Emergent Health Domain on Social Media. 34-41 - João M. M. Couto, Julio C. S. Reis, Ítalo Cunha, Leandro Araújo, Fabrício Benevenuto:
Characterizing Low Credibility Websites in Brazil through Computer Networking Attributes. 42-46 - Mohit Mayank, Shakshi Sharma
DEAP-FAKED: Knowledge Graph based Approach for Fake News Detection. 47-51 - Hankyu Jang, Sulyun Lee, D. M. Hasibul Hasan, Philip M. Polgreen
Dynamic Healthcare Embeddings for Improving Patient Care. 52-59 - Pedro Ramaciotti, Zografoula Vagena:
Embedding social graphs from multiple national settings in common empirical opinion spaces. 60-67 - Abdulkadir Çelikkanat
NodeSig: Binary Node Embeddings via Random Walk Diffusion. 68-75 - Faezeh Faez, Ali Akhoondian Amiri, Mahdieh Soleymani Baghshah, Hamid R. Rabiee:
DMNP: A Deep Learning Approach for Missing Node Prediction in Partially Observed Graphs. 76-79 - Renan Saldanha Linhares, Jose Martins da Rosa, Carlos Henrique Gomes Ferreira, Fabricio Murai, Gabriel Peres Nobre, Jussara M. Almeida:
Uncovering Coordinated Communities on Twitter During the 2020 U.S. Election. 80-87 - Xiang Li, Dong Li
Deep Graph Clustering with Random-walk based Scalable Learning. 88-95 - Sarah Al-Shareef
Investigating Community Detection in Arabic Scholarly Network Using Ontology-based Semantic Expansion. 96-103 - Narimene Dakiche, Karima Benatchba, Fatima Benbouzid-Si Tayeb, Yahya Slimani, Mehdi Anis Brahmi:
A Hybrid Artificial Bee Colony Algorithm with Simulated Annealing for Enhanced Community Detection in Social Networks. 104-108 - Christoph Gote, Vincenzo Perri, Ingo Scholtes:
Predicting Influential Higher-Order Patterns in Temporal Network Data. 109-116 - Hossam Sharara
Multi-relational Affinity Propagation. 117-124 - Andreas Kosmatopoulos, Kostas Loumponias, Ourania Theodosiadou
Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach. 125-128 - Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang:
Discovering Affinity Relationships between Personality Types. 129-138 - Matheus Schmitz, Goran Muric, Keith Burghardt:
Quantifying How Hateful Communities Radicalize Online Users. 139-146 - Negar Mokhberian, Frederic R. Hopp
Noise Audits Improve Moral Foundation Classification. 147-154 - Mostofa Najmus Sakib, Francesca Spezzano:
Automated Detection of Sockpuppet Accounts in Wikipedia. 155-158 - Huimin Zeng, Zhenrui Yue, Ziyi Kou, Lanyu Shang
Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup. 159-162 - Chen Shen, Chao Han, Lihong He, Arjun Mukherjee, Zoran Obradovic, Eduard C. Dragut:
Session-based News Recommendation from Temporal User Commenting Dynamics. 163-170 - Kun Wu, Jacob Erickson
Equipping Recommender Systems with Individual Fairness via Second-order Proximity Embedding. 171-175 - Li-Chia Wang, Hao-Shang Ma, Jen-Wei Huang:
Attention Mechanism indicating Item Novelty for Sequential Recommendation. 176-180 - Khandker Sadia Rahman
Learning to Predict Transitions within the Homelessness System from Network Trajectories. 181-185 - Rithic Kumar N, Yayati Gupta, Sanatan Sukhija:
Source Aware Budgeted Information Maximization. 186-193 - Ahmad Zareie, Rizos Sakellariou:
Minimizing the Importance Inequality of Nodes in a Social Network Graph. 194-201 - Anish K. Vallapuram, Young D. Kwon
Causal Analysis on the Anchor Store Effect in a Location-based Social Network. 202-209 - Abduljaleel Al-Rubaye, Gita Sukthankar:
Improving Code Review with GitHub Issue Tracking. 210-217 - Ehsan ul Haq, Lik-Hang Lee
Exploring Mental Health Communications among Instagram Coaches. 218-225 - Benedict Witzenberger
Gender dynamics of German journalists on Twitter. 226-230 - Avinash Tulasi, Mainack Mondal, Arun Balaji Buduru, Ponnurangam Kumaraguru:
Understanding the Impact of Awards on Award Winners and the Community on Reddit. 231-236 - Shohei Hisamitsu, Sho Cho, Hongshan Jin, Masashi Toyoda, Naoki Yoshinaga:
Diachronic Analysis of Users' Stances on COVID-19 Vaccination in Japan using Twitter. 237-241 - Evan M. Williams, Kathleen M. Carley:
TSPA: Efficient Target-Stance Detection on Twitter. 242-246 - Tomaso Erseghe, Leonardo Badia
PLMP: A Method to Map the Linguistic Markers of the Social Discourse onto its Semantic Network. 247-251 - Yusuf Mücahit Çetinkaya, Ismail Hakki Toroslu
Coherent Personalized Paragraph Generation for a Successful Landing Page. 252-255 - Kumari Neha, Vibhu Agrawal, Arun Balaji Buduru, Ponnurangam Kumaraguru:
The Pursuit of Being Heard: An Unsupervised Approach to Narrative Detection in Online Protest. 256-260 - Md. Rayhanul Kabir, Osmar R. Zaïane:
Dynamic Ensemble Associative Learning. 261-268 - Xincheng Yuan, Melody Moh, Teng-Sheng Moh:
Whole-File Chunk-Based Deduplication Using Reinforcement Learning for Cloud Storage. 269-276 - Siegfried Müller, Raji Ghawi, Jürgen Pfeffer:
Identifying Power Elites in Massively Multiplayer Online Games by Applying Machine Learning to Communication and Support Networks. 277-284 - Tarun Kumer Biswas, Alireza Abbasi, Ripon K. Chakrabortty:
Multi-Objective Influence Maximization Under Varying-Size Solutions and Constraints. 285-292 - Fida K. Dankar, Nisha Thorakkattu Madathil:
Using Synthetic Data to Reduce Model Convergence Time in Federated Learning. 293-297 - Marius Myburg, Sonia Berman:
Customer Lifetime Value Prediction with K-means Clustering and XGBoost. 298-302 - Adam G. M. Pazdor, Carson K. Leung, Thomas J. Czubryt, Junyi Lu, Denys Popov, Sanskar Raval:
Social Network Analysis of Popular YouTube Videos via Vertical Quantitative Mining. 303-307 - Khaled Alanezi
Understanding the Impact of Culture in Assessing Helpfulness of Online Reviews. 308-315 - Serkan Üçer
Classes versus Communities: Outlier Detection and Removal in Tabular Datasets via Social Network Analysis (ClaCO). 316-323 - Connor C. J. Hryhoruk, Carson K. Leung:
Social Network Analysis on Interpretable Compressed Sparse Networks. 324-331 - Richard Adolph Aires Jonker
Portuguese Twitter Dataset on COVID-19. 332-338 - Ishita Vohra, Meher Shashwat Nigam, Aryan Sakaria, Amey Kudari, Nimmi Rangaswamy:
Is Twitter Enough? Investigating Situational Awareness in Social and Print Media during the Second COVID-19 Wave in India. 339-346 - Hind Abouche, Anwar Jimi, Nabila Zrira, Ibtissam Benmiloud:
Segmentation and Classification of Dermoscopic Skin Cancer on Green Channel. 347-354 - Aditya Dubey, Swapna S. Gokhale:
Comparing Deep and Machine Learning Models for Sentiment and Emotion Classification from Vaccine #sideffects. 355-362 - Sowmya Balasubramanian, Venkatesh Srinivasan, Alex Thomo:
Identifying Important Features for Clinical Diagnosis of Thyroid Disorder. 363-369 - Anwar Jimi, Hind Abouche, Nabila Zrira, Ibtissam Benmiloud:
Automated Skin Lesion Segmentation using VGG-UNet. 370-377 - Lin Miao, Mark Last, Marian Litvak:
Early Detection of Multilingual Troll Accounts on Twitter. 378-382 - Lisa Kaati, Amendra Shrestha, Nazar Akrami:
Predicting Targeted Violence from Social Media Communication. 383-390 - Tugrulcan Elmas, Thomas Romain Ibanez, Alexandre Hutter, Rebekah Overdorf, Karl Aberer:
WayPop Machine: A Wayback Machine to Investigate Popularity and Root Out Trolls. 391-395 - Lisa Kaati, Amendra Shrestha, Nazar Akrami:
A Machine Learning Approach to Identify Toxic Language in the Online Space. 396-402 - Simon Hiel, Lore Nicolaers, Carlos Ortega Vázquez, Sandra Mitrovic
Evaluation of Joint Modeling Techniques for Node Embedding and Community Detection on Graphs. 403-410 - I-Hsien Ting, Chia-Sung Yen, Chia-Chun Kang, Shu-Chen Yang:
An Empirical Study of Automatic Social Media Content Labeling and Classification based on BERT Neural Network. 411-414 - Omar Hammad
Impact of Work from Home During the Pandemic in Saudi Arabia. 415-420 - Yung-Wei Teng, Min-Yuh Day
Text Mining with Information Extraction for Chinese Financial Knowledge Graph. 421-426 - Shailik Sarkar, Abdulaziz Alhamadani, Lulwah Alkulaib
Predicting Depression and Anxiety on Reddit: a Multi-task Learning Approach. 427-435 - Md Omar Faruk Rokon, Risul Islam, Md Rayhanul Masud, Michalis Faloutsos:
PIMan: A Comprehensive Approach for Establishing Plausible Influence among Software Repositories. 436-441 - Abdulaziz Alhamadani, Shailik Sarkar, Lulwah Alkulaib
PRISTINE: Semi-supervised Deep Learning Opioid Crisis Detection on Reddit. 444-453 - Sofia Hurtado, Radu Marculescu, Justin A. Drake
Quarantine in Motion: A Graph Learning Framework to Reduce Disease Transmission Without Lockdown. 454-461 - Inês Rito Lima
MOGPlay: A Decentralized Crowd Journalism Application for Democratic News Production. 462-469 - Salim Sazzed:
Stylometric and Semantic Analysis of Demographically Diverse Non-native English Review Data. 470-476 - Hansi Senaratne, Dominic Lehle, Tobias Schreck:
Characteristics Analysis of Moving Conversations to Detect Events on Twitter. 476-483 - Brittany Wheeler, Seong Jung, Maria Camila Nardini Barioni, Monika Purohit, Deborah L. Hall
#WashTheHate: Understanding the Prevalence of Anti-Asian Prejudice on Twitter During the COVID-19 Pandemic. 484-491 - Etienne Gael Tajeuna, Mohamed Bouguessa:
A Time-Dependent-Based Approach to Enhance Self-Harm Prediction. 492-495 - Joobin Gharibshah, Jakapun Tachaiya, Arman Irani, Evangelos E. Papalexakis, Michalis Faloutsos
IKEA: Unsupervised domain-specific keyword-expansion. 496-503 - Bailu Jin, Weisi Guo:
Data Driven Modeling Social Media Influence using Differential Equations. 504-507 - Musa Muhammad, Muhammad Usama, Momin Uppal:
Extremism on Social Media: Lynching of Priyantha Kumara Diyawadana. 508-509 - Ben Treves, Md Rayhanul Masud, Michalis Faloutsos
URLytics: Profiling Forum Users from their Posted URLs. 510-513 - Arman Irani, Kevin M. Esterling, Michalis Faloutsos, Deborah Pagliaccia:
Wheats the Deal? Understanding the GMO debate in online forums. 514-517 - Ahmad Hassanpour, Bian Yang:
PriMe: A Novel Privacy Measuring Framework for Online Social Networks. 518-525 - Nouamane Arhachoui, Esteban Bautista, Maximilien Danisch, Anastasios Giovanidis:
A Fast Algorithm for Ranking Users by their Influence in Online Social Platforms. 526-533 - Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks. 534-540 - Safa El Ayeb, Baptiste Hemery, Fabrice Jeanne, Christophe Charrier, Estelle Cherrier:
Multigraph transformation for community detection applied to financial services. 541-548 - Oliver Melbourne Allen, Filippo Menczer:
Ukraine as a Political Tool in Facebook Sponsored Content. 549-551 - Zhuo Cheng, Samira Shaikh:
A Comparative Study of China's Foreign Ministry Spokesperson's Use of Weibo and Twitter. 552-555 - Abdulrauf Gidado, Christie I. Ezeife:
Maximizing Bigdata Retrieval: Block as a Value for NoSQL over SQL. 556-563 - Tomi Wójtowicz:
Universal Graph Embedding Fine Tuning with Dirichlet Energy Smoothing. 564-565 - Abiola Akinnubi
Visualization of Influential Blog Networks Using BlogTracker. 566-569 - Salim Afra, Tansel Özyer, Jon G. Rokne, Reda Alhajj:
NetDriller-V3: A Powerful Social Network Analysis Tool. 570-574 - Devin Coughlin, Maylee Gagnon, Victoria Grasso, Guanyi Mou, Kyumin Lee, Renata Konrad, Patricia Raxter, Meredith Gore:
Extracting and Visualizing Wildlife Trafficking Events from Wildlife Trafficking Reports. 575-578
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