The study of social networks originated in social and business communities. In recent years, social network research has advanced significantly; the development of sophisticated techniques for Social Network Analysis and Mining (SNAM) has been highly influenced by the online social Web sites, email logs, phone logs and instant messaging systems, which are widely analyzed using graph theory and machine learning techniques. People perceive the Web increasingly as a social medium that fosters interaction among people, sharing of experiences and knowledge, group activities, community formation and evolution. This has led to a rising prominence of SNAM in academia, politics, homeland security and business. This follows the pattern of known entities of our society that have evolved into networks in which actors are increasingly dependent on their structural embedding.
The international conference on Advances in Social Network Analysis and Mining (ASONAM 2016) will primarily provide an interdisciplinary venue that will bring together practitioners and researchers from a variety of SNAM fields to promote collaborations and exchange of ideas and practices. ASONAM 2016 is intended to address important aspects with a specific focus on the emerging trends and industry needs associated with social networking analysis and mining. The conference solicits experimental and theoretical works on social network analysis and mining along with their application to real life situations.
Full papers will be reviewed and assessed by the program committee and a "Best Paper Award" ceremony will be organized at the banquet.
A New Approach to Bot Detection: The Importance of Recall, Fred Morstatter, Liang Wu, Tahora Hossein Nazer, Kathleen Carley and Huan Liu, FULL
Query-Friendly Compression of Graph Streams, Arijit Khan and Charu Aggarwal, FULL
Stop Clickbait: Detecting and Preventing Clickbaits in Online News Media, Abhijnan Chakraborty, Bhargavi Paranjape, Sourya Kakarla and Niloy Ganguly, FULL
The Collapse of the Friendster Network Started From the Center of the Core, Kazunori Seki and Masataka Nakamura, FULL
From Migration Corridors to Clusters: The Value of Google+ Data for Migration Studies, Johnnatan Messias, Fabricio Benevenuto, Ingmar Weber and Emilio Zagheni, FULL
Detecting Misinformation In Online Social Networks Before It Is Too Late, Huiling Zhang, Alan Kuhnle, Huiyuan Zhang and My T. Thai, FULL
Learning Cascaded Social Influence Under Partial Monitoring, Jiaqi Ma, Jie Zhang and Jie Tang, FULL
On Predicting Social Unrest Using Social Mediav, Rostyslav Korolov, Di Lu, Jingjing Wang, Guangyu Zhou, Claire Bonial, Clare Voss, Lance Kaplan, William Wallace, Jiawei Han and Heng Ji, FULL
New Stopping Criteria For Spectral Partitioning, James Fairbanks, Anita Zakrzewska and David A. Bader, FULL
Estimating Exponential Random Graph Models using Sampled Network Data via Graphon, Ran He and Tian Zheng, FULL
Influence based Analysis of Community Consistency in Dynamic Networks, Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun and Aidong Zhang, FULL
Tradeoffs between Density and Size in Extracting Dense Subgraphs: A Unified Framework, Zhefeng Wang, Lingyang Chu, Jian Pei, Enhong Chen and Abdullah Al-Barakati, FULL
NIMBLECORE: A Space-efficient External Memory Algorithm for Estimating Core Numbers, Priya Govindan, Sucheta Soundarajan, Tina Eliassi-Rad and Christos Faloutsos, FULL
Local Triangle-Densest Subgraphs, Raman Samusevich, Maximilien Danisch and Mauro Sozio, FULL
How Fashionable is Each Street?: Quantifying Road Characteristics using Social Media, Takuya Nishimura, Kyosuke Nishida, Hiroyuki Toda and Hiroshi Sawada, FULL
Non-Sharing Communities? An Empirical Study of Community Detection for Access Control Decisions, Gaurav Misra, Jose M. Such and Hamed Balogun, FULL
Higher-order correlations of consumption patterns in social-economic networks, Yannick Léo, Márton Karsai, Carlos Sarraute and Eric Fleury, FULL
Social Badge System Analysis, Jiawei Zhang, Xiangnan Kong and Philip S. Yu, FULL
Personality Homophily and the Local Network Characteristics of Facebook, Nyala Noe, Roger M. Whitaker and Stuart M. Allen, FULL
Rank Degree: An Efficient Algorithm for Graph Sampling, Elli Voudigari, Nikos Salamanos, Theodore Papageorgiou and Emmanuel Yannakoudakis, FULL
Streaming METIS Partitioning, Ghizlane Echbarthi and Hamamache Kheddouci, FULL
Dynamic Community Detection based on Distance Dynamics, Qian Guo, Lei Zhang, Bin Wu and Xuelin Zeng, FULL
Classification in Dynamic Streaming Networks, Yibo Yao and Lawrence Holder, FULL
All-Pairs Shortest Distances Maintenance in Relational DBMSs, Sergio Greco, Cristian Molinaro, Chiara Pulice and Ximena Quintana, FULL
Ensemble-Based Algorithms to Detect Disjoint and Overlapping Communities in Networks, Tanmoy Chakraborty, Noseong Park and V.S. Subrahmanian, FULL
Enumerating Maximal Cliques in Temporal Graphs, Anne-Sophie Himmel, Hendrik Molter, Rolf Niedermeier and Manuel Sorge, FULL
Community-Based Geospatial Tag Estimation, Wei Niu, James Caverlee, Haokai Lu and Krishna Kamath, FULL
Community-based delurking in social networks, Roberto Interdonato, Chiara Pulice and Andrea Tagarelli, FULL
Percimo: Location Estimation in Social Media: Exploiting the Correlation Between Content and Locations, Guangchao Yuan, Pradeep Kumar Murukannaiah and Munindar Singh, FULL
Joining User Profiles Across Online Social Networks: from the Perspective of an Adversary, Qiang Ma, Han Hee Song, S Muthukrishnan and Antonio Nucci, FULL
Analyzing information sharing strategies of users in online social networks, Dong-Anh Nguyen, Shulong Tan, Ram Ramanathan and Xifeng Yan, FULL
Exploiting Spatial-Temporal-Social Constraints for Localness Inference Using Online Social Media, Chao Huang and Dong Wang, FULL
Targeting Algorithms for Online Social Advertising Markets, Chaolun Xia, Shan Muthukrishnan and Saikat Guha, FULL
Downside Management in Recommender Systems, Huan Gui, Haishan Liu and Jiawei Han, FULL
Emotion- and Area-Driven Topic Shift Analysis in Social Media Discussions, Kamil Topal, Mehmet Koyuturk and Gultekin Ozsoyoglu, FULL
Network Classification Using Adjacency Matrix Embeddings and Deep Learning, Ke Wu, Philip Watters and Malik Magdon-Ismail, FULL
Intertwined Viral Marketing in Social Networks, Jiawei Zhang, Senzhang Wang, Qianyi Zhan and Philip S Yu, FULL
Weakly Hierarchical Lasso based Learning to Rank in Best Answer Prediction, Qiongjie Tian and Baoxin Li, FULL
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods, Mert Ozer, Nyunsu Kim and Hasan Davulcu, FULL
On the Guarantee of Containment Probability in Influence Minimization, , Chien-Wei Chang, Mi-Yen Yeh and Kun-Ta Chuang, FULL
Prediction of Cyberbullying Incidents in a Media-based Social Network, Homa Hosseinmardi, Rahat Ibn Rafiq, Richard Han, Qin Lv and Shivakant Mishra, FULL
Web User Profiling using Data Redundancy, Xiaotao Gu, Hong Yang, Jie Tang and Jing Zhang, FULL
Can I foresee the success of my Meetup group?, Soumajit Pramanik, Midhun Gundapuneni, Sayan Pathak and Bivas Mitra, FULL
Togetherness: An Algorithmic Approach to Network Integration Anastasia Moskvina and Jiamou Liu, FULL
Functional Cluster Extraction from Large Spatial Networks Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda and Kazuhiro Kazama, SHORT
From Event Detection to Story Telling on Microblogs: A Statistical Approach Janani Kalyanam, Sumithra Velupillai, Mike Conway and Gert Lanckriet, SHORT
Investigating the complete corpus of Referendum and Elections tweets Despoina Antonakaki, Dimitris Spiliotopoulos, Christos V. Samaras, Sotiris Ioannidis and Paraskevi Fragopoulou, SHORT
Collaborative Restricted Boltzmann Machine for Social Event Recommendation Xiaowei Jia, Xiaoyi Li, Kang Li, Vishrawas Gopalakrishnan, Guangxu Xun and Aidong Zhang, SHORT
Understanding Citizen Reactions and Ebola-Related Information Propagation on Social Media, Thanh Tran and Kyumin Lee, SHORT
What we write about when we write about causality: Features of causal statements across large-scale social discourse, Thomas McAndrew, Joshua Bongard, Chris Danforth, Peter Dodds, Paul Hines and James Bagrow, SHORT
A First Look at User Activity on Tinder, Gareth Tyson, Claudiu Perta, Hamed Haddadi and Micheal Seto, SHORT
Understanding the Importance of Rewards on Reward-Based Crowdfunding Platforms, Yusan Lin, Chung-Chou H. Chang and Wang-Chien Lee, SHORT
Why not Scale Free? Simulating Company Ego Networks on Twitter, Yoav Achiam, Inbal Yahav and David Schwartz, SHORT
Detecting Malicious Campaigns in Crowdsourcing Platforms and Building a Blacklist Service, Hongkyu Choi, Kyumin Lee and Steve Webb, SHORT
Network Completion via Joint Node Clustering and Similarity Learning, Dimitrios Rafailidis and Fabio Crestani, SHORT
Priority Rank Model: a Universal Tool for Social Network Generation, Mikolaj Morzy, Przemysław Kazienko and Tomasz Kajdanowicz, SHORT
Hiding in Plain Sight: Characterizing and Detecting Malicious Facebook Pages, Prateek Dewan, Shrey Bagroy and Ponnurangam Kumaraguru, SHORT
Sensitivity and Reliability in Incomplete Networks: Centrality Metrics to Community Scoring Functions, Soumya Sarkar, Suhansanu Kumar, Sanjukta Bhowmick and Animesh Mukherjee, SHORT
Trustingness & Trustworthiness: A Pair of Complementary Trust Measures in a Social Network, Atanu Roy, Jaideep Srivastava and Jisu Huh, SHORT
Case Study: A Visual Analysis of Student Behavior in Massive Open Online Courses, James Schaffer, John O'Donovan, Brandon Huynh, Yinglong Xia and Sabrina Lin, SHORT
The Impact of Core-Periphery Clustering on Coordinated Diffusion in Collaboration Networks, , SHORT
Dynamics of large scale networks following a merger, John Clements, Henryk Fuk'S and Babak Farzad, SHORT
Social Network Dominance based on Analysis of Asymmetry, Yuemeng Li, Xintao Wu and Song Yang, SHORT
MaxReach: Reducing Network Incompleteness through Node Probes, Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher and Ali Pinar, SHORT
Predicting Anchor Links between Heterogeneous Social Networks, Sina Sajadmanesh, Hamid R. Rabiee and Ali Khodadadi, SHORT
Benchmarking Online Social Networks, Pablo Nicolas Terevinto, Miguel Pérez, Josep Domènech, José A. Gil and Ana Pont, SHORT
Evaluation Measures for Clustering Quality on Graph Samples, Jianpeng Zhang, Yulong Pei, George Fletcher and Mykola Pechenizkiy, SHORT
New to Online Dating?Learning from Experienced Users for a Successful Match, Mo Yu, Xiaolong Zhang, Derek Kreager and Dongwon Lee, SHORT
Co-Location Social Networks: Linking the Physical World and Cyberspace, Huandong Wang, Yong Li, Yang Chen, Yue Wang, Jian Yuan and Depeng Jin, SHORT
Heuristics for Advertising Revenue Optimization in Online Social Networks, Inzamam Rahaman and Patrick Hosein, SHORT
Twitter Message Recommendation Based on User Interest Profiles, Raheleh Makki Niri, Axel J. Soto, Stephen Brooks and Evangelos E. Milios, SHORT
Authorship Identification in Bengali Language: A Graph Based Approach, Tanmoy Chakraborty and Prasenjit Choudhury, SHORT
An Information Theoretic Approach to Generalised Blockmodelling for the Identification of Meso-Scale Structure in Networks, Neil Hurley and Erika Duriakova, SHORT
ClearView: Data Cleaning for Online Review Mining, Amanda Minnich, Noor Abu-El-Rub, Maya Gokhale, Ronald Minnich and Abdullah Mueen, SHORT
A Local Measure of Community Change in Dynamic Graphs, Anita Zakrzewska, Eisha Nathan, James Fairbanks and David A. Bader, SHORT
Temporal Mechanisms of Polarization in Online Reviews, Antonis Matakos and Panayiotis Tsaparas, SHORT
On the delta-Hyperbolicity in Complex Networks, Hend Alrasheed, SHORT
Bayesian Model Selection of Stochastic Block Models, Xiaoran Yan, SHORT
Finding Needles of Interested Tweets in the Haystack of Twitter Network, Qiongjie Tian, Jashmi Lagisetty and Baoxin Li, SHORT
A Parameter-Free Method for Detecting Local Communities Based on Attainable Information, Ardavan Afshar, Mansoor Zolghadri Jahromi and Ali Hamzeh, SHORT
Subconscious Crowdsourcing: A Feasible Data Collection Mechanism for Mental Disorder Detection on Social Media, Chun-Hao Chang, Elvis Saravia and Yi-Shin Chen, SHORT
Trust And Privacy Correlations in Social Networks A Deep Learning Framework, Shatha Jaradat, Nima Dokoohaki, Mihhail Matskin and Elena Ferrari, SHORT
Generating Risk Reduction Recommendations to Decrease Vulnerability of Public Online Profiles, Janet Zhu, Sicong Zhang, Lisa Singh, Grace Hui Yang and Micah Sherr, SHORT
Identifying and Characterizing Communal Microblogs during Disaster Events, Koustav Rudra, Ashish Sharma, Niloy Ganguly and Saptarshi Ghosh, SHORT
Exploring Influence Among Participants for Event Recommendation, Yi Liao, Xinshi Lin and Wai Lam, SHORT
Social Network Change Deection Using a Genetic Algorithm Based Back Propagation Neural Network Model, Ze Li, Duo-Yong Sun, Jie Li and Zhan-Feng Li, POSTER
BullyBlocker: Towards the Identification of Cyberbullying in Social Networking Sites, Yasin Silva, Christopher Rich and Deborah Hall, POSTER
On the robustness of centrality measures under conditions of imperfect weighted data, Joshua Gluck, Matthew Benigni, Kathleen Carley and Yuvraj Agarwal, POSTER
Towards Sentiment Analysis for Mobile Devices, Johnnatan Messias, João P. Diniz, Elias Soares, Miller Ferreira, Matheus Araújo, Lucas Bastos, Manoel Miranda and Fabricio Benevenuto, POSTER
Overlapping Community Detection through Non-Negative Matrix Factorization and Exponential Random Graph Models, Georgios Alexandridis, Giorgos Siolas and Andreas Stafylopatis, POSTER
Node-Centric Detection of Overlapping Communities in Social Networks, Yehonatan Cohen, Danny Hendler and Amir Rubin, POSTER
A Centrality-based Measure of User Privacy in Online Social Networks, Ruggero G. Pensa and Gianpiero Di Blasi, POSTER
Trifluence: Learning Triadic Influence in Large Social Networks, Chenhui Zhang, Sida Gao and Jie Tang, POSTER
Local Community Detection in Multilayer Networks, Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry and Pascal Poncelet, POSTER
Quiz Mining from Knowledge Base, Taesung Lee, Seung-Won Hwang and Zhongyuan Wang, POSTER
Towards Predicting Academic Impact from Mainstream News and Weblogs: A Heterogenous Graph Based Approach, Mohan Timilsina, Brian Davis and Conor Hayes, POSTER
Strong Link Graph for Enhancing Sybil Defenses, Suhendry Effendy and Roland Yap, POSTER
Troll Vulnerability in Online Social Networks, Paraskevas Tsantarliotis, Evaggelia Pitoura and Panayiotis Tsaparas, POSTER
The Effect of Homophily on Common Knowledge and Coordination on Facebook, Gizem Korkmaz, Chris Kuhlman and Fernando Vega-Redondo, POSTER
Community Structure Analysis with Relational Latent Variable Models, Manfred Jaeger and Jiuchuan Jiang, POSTER
08月18日
2016
08月21日
2016
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