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ORCID9th ASONAM 2017: Sydney, Australia
- Jana Diesner, Elena Ferrari, Guandong Xu:
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31 - August 03, 2017. ACM 2017, ISBN 978-1-4503-4993-2
ASONAM: Social Media Analysis (I)
- Juan Echeverría, Shi Zhou:
Discovery, Retrieval, and Analysis of the 'Star Wars' Botnet in Twitter. 1-8 - Zvi Lotker, David Peleg:
The Effect of Population Control Policies on Societal Fragmentation. 9-16 - Xing Yu, Erin Brady:
Understanding and Classifying Online Amputee Users on Reddit. 17-22 - Minh D. Nguyen, Won-Yong Shin:
DBSTexC: Density-Based Spatio-Textual Clustering on Twitter. 23-26 - Sankarshan Mridha, Sayan Ghosh, Robin Singh, Sourangshu Bhattacharya
, Niloy Ganguly:
Mining Twitter and Taxi Data for Predicting Taxi Pickup Hotspots. 27-30
ASONAM: Graph Modeling Analysis (I)
- Andrew Stolman, Kevin Matulef:
HyperHeadTail: a Streaming Algorithm for Estimating the Degree Distribution of Dynamic Multigraphs. 31-39 - Xiao Shen, Fu-Lai Chung:
Deep Network Embedding with Aggregated Proximity Preserving. 40-43 - Guyue Han, Harish Sethu:
Edge Sample and Discard: A New Algorithm for Counting Triangles in Large Dynamic Graphs. 44-49 - Ke-Jia Chen, Shijun Xue, Yun Li, Bin Liu:
On Link Formation in Heterogeneous Information Networks: A View Based on Multi-Label Learning. 50-53 - Arie Wahyu Wijayanto, Tsuyoshi Murata:
Flow-Aware Vertex Protection Strategy on Large Social Networks. 58-63
ASONAM: Social Influence (I)
- Jing Tang, Xueyan Tang, Junsong Yuan:
Influence Maximization Meets Efficiency and Effectiveness: A Hop-Based Approach. 64-71 - Sorin Adam Matei, Amani Abu Jabal, Elisa Bertino:
Do Sticky Elites Produce Online Knowledge of Higher Quality? 72-79 - Akrati Saxena, Ralucca Gera, S. R. S. Iyengar:
Fast Estimation of Closeness Centrality Ranking. 80-85 - Pei-Duo Yu, Chee Wei Tan, Hung-Lin Fu:
Rumor Source Detection in Finite Graphs with Boundary Effects by Message-passing Algorithms. 86-90 - Sho Tsugawa, Hiroyuki Ohsaki:
On the Robustness of Influence Maximization Algorithms against Non-Adversarial Perturbations. 91-94
ASONAM: Social Media Analysis (II)
- Ganesh J, Manish Gupta, Vasudeva Varma:
Interpretation of Semantic Tweet Representations. 95-102 - James P. Bagrow, Christopher M. Danforth, Lewis Mitchell:
Which friends are more popular than you?: Contact strength and the friendship paradox in social networks. 103-108 - Naimisha Kolli, N. Balakrishnan, K. R. Ramakrishnan:
On Quantifying Predictability in Online Social Media Cascades Using Entropy. 109-114 - Chao Huang, Dong Wang, Shenglong Zhu:
Towards Diversified Local Users Identification Using Location Based Social Networks. 115-118 - Joseph J. Pfeiffer III, Elena Zheleva:
Optimizing the Effectiveness of Incentivized Social Sharing. 119-122
ASONAM: Graph Modeling Analysis (II)
- Sean M. Fitzhugh, Arwen H. DeCostanza:
Organizational Tie (De)activation During Crisis. 123-130 - Xiaowei Chen, John C. S. Lui:
A Unified Framework to Estimate Global and Local Graphlet Counts for Streaming Graphs. 131-138 - Akrati Saxena, Ralucca Gera, S. R. S. Iyengar:
Observe Locally Rank Globally. 139-144 - Kareem Darwish, Walid Magdy, Tahar Zanouda:
Improved Stance Prediction in a User Similarity Feature Space. 145-148 - Eisha Nathan, David A. Bader:
A Dynamic Algorithm for Updating Katz Centrality in Graphs. 149-154
ASONAM: User Profiling & Modeling Modeling
- Preethi Lahoti, Gianmarco De Francisci Morales, Aristides Gionis:
Finding topical experts in Twitter via query-dependent personalized PageRank. 155-162 - Athanasios Andreou, Oana Goga, Patrick Loiseau:
Identity vs. Attribute Disclosure Risks for Users with Multiple Social Profiles. 163-170 - Tai-Ching Li, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
TrollSpot: Detecting misbehavior in commenting platforms. 171-175 - Shashank Gupta, Pulkit Parikh, Manish Gupta, Vasudeva Varma:
Simultaneous Inference of User Representations and Trust. 175-178 - Bhavtosh Rath, Wei Gao, Jing Ma, Jaideep Srivastava:
From Retweet to Believability: Utilizing Trust to Identify Rumor Spreaders on Twitter. 179-186
ASONAM: Social Media Analysis (III)
- Majed Al Zayer, Mehmet Hadi Gunes:
Analyzing the Use of Twitter to Disseminate Visual Impairments Awareness Information. 187-194 - P. K. Srijith, Michal Lukasik, Kalina Bontcheva, Trevor Cohn:
Longitudinal Modeling of Social Media with Hawkes Process Based on Users and Networks. 195-202 - Felicia Natali, Kathleen M. Carley, Feida Zhu, Binxuan Huang:
The Role of Different Tie Strength in Disseminating Different Topics on a Microblog. 203-207 - Stefano Giovanni Rizzo, Flavio Bertini, Danilo Montesi, Carlo Stomeo:
Text Watermarking in Social Media. 208-211 - Dong Wang, Zhenyu Li, Gareth Tyson, Zhenhua Li, Gaogang Xie:
Unbiased Sampling of Social Media Networks for Well-connected Subgraphs. 212-215
ASONAM: Graph Modeling Analysis (III)
- Haofeng Jia, Erik Saule:
An Analysis of Citation Recommender Systems: Beyond the Obvious. 216-223 - Alessandro Epasto, Ahmad Mahmoody, Eli Upfal:
Real-Time Targeted-Influence Queries over Large Graphs. 224-231 - Md Main Uddin Rony, Naeemul Hassan, Mohammad Yousuf:
Diving Deep into Clickbaits: Who Use Them to What Extents in Which Topics with What Effects? 232-239 - Dastagiri Reddy Malikireddy, Madeline Jens, Amarette Filut, Anupama Bhattacharya, Elizabeth L. Pier, You Geon Lee, Molly Carnes, Anna Kaatz:
Network analysis of NIH grant critiques. 240-243 - Safina Showkat Ara, Subhasis Thakur, John G. Breslin:
Expertise Discovery in Decentralised Online Social Networks. 244-249
ASONAM: Machine Learning & Data Mining (I)
- Thanh Tran, Kyumin Lee, Nguyen Vo, Hongkyu Choi:
Identifying On-time Reward Delivery Projects with Estimating Delivery Duration on Kickstarter. 250-257 - Bryan Perozzi, Vivek Kulkarni, Haochen Chen, Steven Skiena:
Don't Walk, Skip!: Online Learning of Multi-scale Network Embeddings. 258-265 - Alessia Amelio, Andrea Tagarelli:
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks. 266-273 - Lei Qi, Rihui Li, Johnny Wong, Wallapak Tavanapong, David A. M. Peterson:
Social Media in State Politics: Mining Policy Agendas Topics. 274-277 - Chun-Yen Kuo, Mi-Yen Yeh, Jian Pei:
Principal Patern Mining on Graphs. 278-281
ASONAM: Community Detection Analysis (I)
- Anita Zakrzewska, David A. Bader:
Streaming Graph Sampling with Size Restrictions. 282-290 - Oualid Boutemine, Mohamed Bouguessa:
MCDA: A Parameterless Algorithm for Detecting Communities in Multidimensional Networks. 291-296 - Suhendry Effendy, Roland H. C. Yap:
Using Community Structure to Categorize Computer Science Conferences: Initial Results. 297-300 - Joobin Gharibshah, Tai-Ching Li, Maria Solanas Vanrell, Andre Castro, Konstantinos Pelechrinis, Evangelos E. Papalexakis, Michalis Faloutsos:
InferIP: Extracting actionable information from security discussion forums. 301-304 - Esra Akbas, Peixiang Zhao:
Attributed Graph Clustering: an Attribute-aware Graph Embedding Approach. 305-308
ASONAM: Agent, Sentiment and Label Analysis
- Yun-Yen Chuang, Hung-Min Hsu, Tsui-Ying Lin, Ray-I Chang:
Rearrange Social Overloaded Posts to Prevent Social Overload. 309-312 - Noor Abu-El-Rub, Amanda J. Minnich, Abdullah Mueen:
Anomalous Reviews Owing to Referral Incentive. 313-316 - Karin Sim Smith, Richard McCreadie, Craig Macdonald, Iadh Ounis:
Analyzing Disproportionate Reaction via Comparative Multilingual Targeted Sentiment in Twitter. 317-320 - Ema Kusen, Mark Strembeck, Giuseppe Cascavilla, Mauro Conti:
On the Influence of Emotional Valence Shifts on the Spread of Information in Social Networks. 321-324 - Mahnaz Roshanaei, Richard Han, Shivakant Mishra:
EmotionSensing: Predicting Mobile User Emotion. 325-330
ASONAM: Behavior Analysis (I)
- Pravallika Devineni, Evangelos E. Papalexakis, Danai Koutra, A. Seza Dogruöz, Michalis Faloutsos:
One Size Does Not Fit All: Profiling Personalized Time-Evolving User Behaviors. 331-340 - Xiao Yang, Richard McCreadie, Craig Macdonald, Iadh Ounis:
Transfer Learning for Multi-language Twitter Election Classification. 341-348 - Zafar Gilani, Reza Farahbakhsh, Gareth Tyson, Liang Wang, Jon Crowcroft:
Of Bots and Humans (on Twitter). 349-354 - Harish Arelli, Francesca Spezzano:
Who Will Stop Contributing?: Predicting Inactive Editors in Wikipedia. 355-358 - Syed Fahad Sultan, Hicham G. Elmongui, Sohaib Ahmad Khan:
You Shall Know a Place by the Conversations it Seeds. 359-362 - Nguyen Vo, Kyumin Lee, Cheng Cao, Thanh Tran, Hongkyu Choi:
Revealing and Detecting Malicious Retweeter Groups. 363-368
ASONAM: Community Detection Analysis (II)
- Alessandro Baroni, Alessio Conte, Maurizio Patrignani, Salvatore Ruggieri:
Efficiently Clustering Very Large Attributed Graphs. 369-376 - Pattisapu Nikhil Priyatam, Manish Gupta, Ponnurangam Kumaraguru, Vasudeva Varma:
Medical Persona Classification in Social Media. 377-384 - Tejas Puranik, Lata Narayanan:
Community Detection in Evolving Networks. 385-390 - Ankan Mullick, Pawan Goyal, Niloy Ganguly, Manish Gupta:
Extracting Social Lists from Twitter. 391-394 - Vinh-Loc Dao, Cécile Bothorel, Philippe Lenca:
Community detection methods can discover better structural clusters than ground-truth communities. 395-400
ASONAM: Recommender System
- Rana Forsati, Iman Barjasteh, Abdol-Hossein Esfahanian:
Semi-supervised Collaborative Ranking with Push at the Top. 401-408 - Elaheh Raisi, Bert Huang:
Cyberbullying Detection with Weakly Supervised Machine Learning. 409-416 - Markos Aivazoglou, Orestis Roussos, Sotiris Ioannidis, Dimitris Spiliotopoulos, Jason Polakis:
Reveal: Fine-grained Recommendations in Online Social Networks. 417-420 - Gaurav Misra, Jose M. Such:
REACT: REcommending Access Control decisions To social media users. 421-426 - Moumita Basu, Kripabandhu Ghosh, Somenath Das, Ratnadeep Dey, Somprakash Bandyopadhyay, Saptarshi Ghosh:
Identifying Post-Disaster Resource Needs and Availabilities from Microblogs. 427-430
ASONAM: Behavior Analysis (II)
- Essa Alhazmi, Sameera Horawalavithana, John Skvoretz, Jeremy Blackburn, Adriana Iamnitchi:
An Empirical Study on Team Formation in Online Games. 431-438 - Prateek Dewan, Anshuman Suri, Varun Bharadhwaj, Aditi Mithal, Ponnurangam Kumaraguru:
Towards Understanding Crisis Events On Online Social Networks Through Pictures. 439-446 - Vinicius Monteiro de Lira, Craig Macdonald, Iadh Ounis, Raffaele Perego, Chiara Renso, Valéria Cesário Times:
Exploring Social Media for Event Attendance. 447-450 - Suman Kalyan Maity, Abhishek Panigrahi, Animesh Mukherjee:
Book Reading Behavior on Goodreads Can Predict the Amazon Best Sellers. 451-454 - Anita Chandra, Himanshu Garg, Abyayananda Maiti:
Investigating selection behavior of new and old users in online emerging user-object networks. 455-458
ASONAM: Diffusion
- Didier Augusto Vega-Oliveros, Lilian Berton, Federico Vazquez, Francisco Aparecido Rodrigues:
The Impact of Social Curiosity on Information Spreading on Networks. 459-466 - Amanda J. Minnich, Nikan Chavoshi, Danai Koutra, Abdullah Mueen:
BotWalk: Efficient Adaptive Exploration of Twitter Bot Networks. 467-474 - Chris Smith-Clarke, Licia Capra:
Information Diffusion and Economic Development. 475-483 - Ayan Kumar Bhowmick, Martin Gueuning, Jean-Charles Delvenne, Renaud Lambiotte, Bivas Mitra:
Temporal Pattern of (Re)tweets Reveal Cascade Migration. 483-488
ASONAM: Anomalous Behavior
- Zafar Gilani, Ekaterina Kochmar, Jon Crowcroft:
Classification of Twitter Accounts into Automated Agents and Human Users. 489-496 - Walid Magdy, Yehia Elkhatib, Gareth Tyson, Sagar Joglekar, Nishanth Sastry:
Fake it till you make it: Fishing for Catfishes. 497-504 - Jacek Skryzalin, Richard V. Field Jr., Andrew Fisher, Travis L. Bauer:
Temporal Anomaly Detection in Social Media. 505-509
Industrial Track
- Jose Berengueres, Guillem Duran, Dani Castro:
Happiness, an inside job?: Turnover prediction using employee likeability, engagement and relative happiness. 509-516 - Hao Wang:
Does "Fans Economy" Work for Chinese Pop Music Industry? 517-520 - Haiyun Xu, Kun Dong, Ling Wei, Chao Wang, Shu Fang:
How to Identify Cooperation Partners based on multisource data. 521-524 - Jian Xu, Nitesh V. Chawla:
Mining Features Associated with Effective Tweets. 525-532 - Y. H. P. P. Priyadarshana, Lochandaka Ranathunga:
Verb Sentiment Scoring: A Novel Approach for Sentiment Analysis Based on Adjective-Verb-Adverb Combinations. 533-540 - Imran Ashraf, Soojung Hur, Yongwan Park:
Finding Factors and Vehicles Involved in Two-Vehicle Accidents Through the Use of Social Network Analysis. 541-546 - Yuan Li, Yiheng Sun, Noshir Contractor:
Graph mining assisted semi-supervised learning for fraudulent cash-out detection. 546-553 - Haneen AlRawashdeh, Faten Shwedeh, Sherief Abdallah:
How post time and type affect user engagement on public profiles in the Arab World. 554-561 - Gaurav Misra, Jose M. Such, Lauren Gill:
A Privacy Assessment of Social Media Aggregators. 561-568 - Dat Tien Nguyen, Ferda Ofli, Muhammad Imran, Prasenjit Mitra:
Damage Assessment from Social Media Imagery Data During Disasters. 569-576 - Emad Zahedi, Masoud Mirmomeni, Abdol-Hossein Esfahanian:
An Evolutionary Framework for Analyzing the Distance Preserving Property of Weighted Graphs. 577-584
Demo Papers
- Ying Zhao, Douglas J. MacKinnon, Charles C. Zhou:
Discovering High-Value Information from Crowdsourcing. 585-588 - Samir Al-janabi, Abubaker Hamid, Ryszard Janicki:
datumPIPE: Data Generator and Corrupter for Multiple Data Quality Aspects. 589-592 - Walid Magdy, Mohamed Eldesouky:
ClassStrength: A Multilingual Tool for Tweets Classification. 593-596 - Bin Wu, Xuesong Tong, Qian Guo:
CES: A System for Community Evaluation. 597-600 - Firoj Alam, Muhammad Imran, Ferda Ofli:
Image4Act: Online Social Media Image Processing for Disaster Response. 601-604
PhD Forum Papers
- Jason Cohn, Siddharth Muthukumaran, Larry Birnbaum:
Ranking Content based on Semantic Dimensions: A Multi-objective Approach. 605-608 - Maria Glenski, Tim Weninger:
Predicting User-Interactions on Reddit. 609-612
Poster Papers
- Zijian Zhang, Jiamou Liu, Ziheng Wei, Yingying Tao, Quan Bai:
From Secrete Admirer to Cyberstalker: A Measure of Online Interpersonal Surveillance. 613-614 - Satoshi Furutani, Chisa Takano, Masaki Aida:
Method for Estimating the Eigenvectors of a Scaled Laplacian Matrix Using the Resonance of Oscillation Dynamics on Networks. 615-618 - Md. Saddam Hossain Mukta, Mohammed Eunus Ali, Jalal Mahmud:
Identifying and Predicting Temporal Change of Basic Human Values from Social Network Usage. 619-620 - Aishwarya N. Reganti, Tushar Maheshwari, Amitava Das, Tanmoy Chakraborty, Ponnurangam Kumaraguru:
Understanding Psycho-Sociological Vulnerability of ISIS Patronizers in Twitter. 621-624 - Zixing Zhang, Bin Wu, Zeao Wang:
A Parallel Framework for Large-scale Multidimensional Heterogeneous Network Analysis. 625-626 - Aviad Elyashar, Jorge Bendahan, Rami Puzis, Maria-Amparo Sanmateu:
Measurement of Online Discussion Authenticity within Online Social Media. 627-629 - Chaima Dhahri, Kazunori Matsumoto, Keiichiro Hoashi:
Personalized Mood Prediction Over Online Social Networks: Data Analysis on Cyber-Social-Physical Dimensions. 630-631 - Jisun An, Haewoon Kwak, Bernard J. Jansen:
Personas for Content Creators via Decomposed Aggregate Audience Statistics. 632-635 - Rana Forsati, Iman Barjasteh, Dennis Ross, Abdol-Hossein Esfahanian:
Learning the Implicit Preference of Users for Effective Recommendation. 636-639 - Jun-Home Chen, Jyi-Shane Liu:
The Analysis on Power Migration: The Relationship Between Progeny Networks and Geographical Interlocking Shareholdings. 640-641 - Andreea Nita, Steluta Manolache, Cristiana Maria Ciocanea, Laurentiu Rozylowicz:
Characterizing protected areas management using ego-networks. 642-643
Social Network Analysis in Applications (SNAA 2017)
- Jee Jung Choi, Jungmin Kim, Heungseok Park, Wonjae Lee:
Extracting Placeness from Social Media: an Ontology-Based System. 644-651 - Prathamesh Deshpande, Balaraman Ravindran:
MCEIL: An Improved Scoring Function for Overlapping Community Detection using Seed Expansion Methods. 652-659 - Chainarong Amornbunchornvej, Margaret C. Crofoot, Tanya Y. Berger-Wolf:
Identifying Traits of Leaders in Movement Initiation. 660-667 - Marwan Ghanem, Florent Coriat, Lionel Tabourier:
Ego-betweenness centrality in link streams. 667-674 - Meng Qin, Di Jin, Dongxiao He, Bogdan Gabrys, Katarzyna Musial:
Adaptive Community Detection Incorporating Topology and Content in Social Networks. 675-682 - Fei Gao, Katarzyna Musial, Bogdan Gabrys:
A Community Bridge Boosting Social Network Link Prediction Model. 683-689 - Oludare Adeniji, David S. Cohick, Ralucca Gera, Victor G. Castro, Akrati Saxena:
A Generative Model for the Layers of Terrorist Networks. 690-697 - Rohit Iyer, Johnny Wong, Wallapak Tavanapong, David A. M. Peterson:
Identifying Policy Agenda Sub-Topics in Political Tweets based on Community Detection. 698-705
Mining and Analyzing Social Network for Decision Support (MSNDS 2017)
- Li-Chen Cheng, Judy C. R. Tseng, Tsai-Yu Chung:
Case Study of Fake Web Reviews. 706-709 - Li-Chen Cheng, Pin-Yi Li, Ssu-Hua Chen:
Explore users' preference from Facebook fan pages. 710-712 - Jaroslaw Jankowski, Radoslaw Michalski, Piotr Bródka, Artur Karczmarczyk:
Increasing Coverage of Information Diffusion Processes by Reducing the Number of Initial Seeds. 713-720