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7th ASONAM 2015: Paris, France
- Jian Pei, Fabrizio Silvestri, Jie Tang:
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015, Paris, France, August 25 - 28, 2015. ACM 2015, ISBN 978-1-4503-3854-7
ASONAM - S1: Twitter
- Yue Ning, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan:
Uncovering News-Twitter Reciprocity via Interaction Patterns. 1-8 - Wei Wei, Kenneth Joseph, Huan Liu, Kathleen M. Carley:
The Fragility of Twitter Social Networks Against Suspended Users. 9-16 - Hemank Lamba, Momin M. Malik, Jürgen Pfeffer:
A Tempest in a Teacup? Analyzing Firestorms on Twitter. 17-24 - Carlos A. Freitas, Fabrício Benevenuto, Saptarshi Ghosh, Adriano Veloso:
Reverse Engineering Socialbot Infiltration Strategies in Twitter. 25-32
ASONAM - S2: Influence
- Dharshana Kasthurirathna, Michael Harré, Mahendra Piraveenan:
Influence modelling using bounded rationality in social networks. 33-40 - Ajitesh Srivastava, Charalampos Chelmis, Viktor K. Prasanna:
Social Influence Computation and Maximization in Signed Networks with Competing Cascades. 41-48 - Ilya Verenich, Riivo Kikas, Marlon Dumas, Dmitri Melnikov:
Combining Propensity and Influence Models for Product Adoption Prediction. 49-56 - Ya-Wen Teng, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen:
Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion. 57-64
ASONAM - S3: Communities detection and applications
- Aria Rezaei, Saeed Mahlouji Far, Mahdieh Soleymani:
Near Linear-Time Community Detection in Networks with Hardly Detectable Community Structure. 65-72 - Irene Teinemaa, Anna Leontjeva, Marlon Dumas, Riivo Kikas:
Community-Based Prediction of Activity Change in Skype. 73-80 - Costas Panagiotakis, Harris Papadakis, Paraskevi Fragopoulou:
Local Community Detection via Flow Propagation. 81-88 - Hamidreza Mahyar, Hamid R. Rabiee, Ali Movaghar, Elaheh Ghalebi, Ali Nazemian:
CS-ComDet: A Compressive Sensing Approach for Inter-Community Detection in Social Networks. 89-96
ASONAM - S4: Tweets
- Wei Gao, Fabrizio Sebastiani:
Tweet Sentiment: From Classification to Quantification. 97-104 - Pavlos Paraskevopoulos, Themis Palpanas:
Fine-Grained Geolocalisation of Non-Geotagged Tweets. 105-112 - Bang Hui Lim, Dongyuan Lu, Tao Chen, Min-Yen Kan:
#mytweet via Instagram: Exploring User Behaviour across Multiple Social Networks. 113-120 - Wentao Han, Xiaowei Zhu, Ziyan Zhu, Wenguang Chen, Weimin Zheng, Jianguo Lu:
Weibo, and a Tale of Two Worlds. 121-128
ASONAM - S5: Users
- Ivan Srba, Marek Grznar, Mária Bieliková:
Utilizing Non-QA Data to Improve Questions Routing for Users with Low QA Activity in CQA. 129-136 - Sarvenaz Choobdar, Pedro Manuel Pinto Ribeiro, Fernando M. A. Silva:
Pairwise structural role mining for user categorization in information cascades. 137-144 - Meng-Fen Chiang, Ee-Peng Lim, Jia-Wei Low:
On Mining Lifestyles from User Trip Data. 145-152 - Lisa Singh, Grace Hui Yang, Micah Sherr, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang:
Public Information Exposure Detection: Helping Users Understand Their Web Footprints. 153-161
ASONAM - S6: Influence and applications
- Ilire Hasani-Mavriqi, Florian Geigl, Subhash Chandra Pujari, Elisabeth Lex, Denis Helic:
The Influence of Social Status on Consensus Building in Collaboration Networks. 162-169 - Yuan-Chang Chen, Hao-Shang Ma, Jen-Wei Huang:
Multi-state Open Opinion Model based on Positive and Negative Social Influences. 170-177 - Sylvain Lamprier, Simon Bourigault, Patrick Gallinari:
Extracting Diffusion Channels from Real-World Social Data: a Delay-Agnostic Learning of Transmission Probabilities. 178-185 - Wuqiong Luo, Wee-Peng Tay, Mei Leng:
Rumor Spreading Maximization and Source Identification in a Social Network. 186-193
ASONAM - S7: Ties and links
- Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama:
Social ties and checkin sites: Connections and latent structures in Location Based Social Networks. 194-201 - Jiamou Liu, Anastasia Moskvina:
Hierarchies, Ties and Power in Organisational Networks: Model and Analysis. 202-209 - Nan Du, Jing Gao, Liang Ge, Vishrawas Gopalakrishnan, Xiaowei Jia, Kang Li, Aidong Zhang:
Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks. 210-217
ASONAM - S8: Locations and relations
- Hariton Efstathiades, Demetris Antoniades, George Pallis, Marios D. Dikaiakos:
Identification of Key Locations based on Online Social Network Activity. 218-225 - Emoke-Ágnes Horvát, Jayaram Uparna, Brian Uzzi:
Network vs Market Relations: The Effect of Friends in Crowdfunding. 226-233 - Peng Xia, Benyuan Liu, Yizhou Sun, Cindy X. Chen:
Reciprocal Recommendation System for Online Dating. 234-241
ASONAM - S9: Applications
- Bogdan Carbunar, Rahul Potharaju:
A Longitudinal Study of the Google App Market. 242-249 - Wenjun Wang, W. Nick Street, Renato E. deMatta:
Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks. 250-257 - Gizem Korkmaz, Jose Cadena, Chris J. Kuhlman, Achla Marathe, Anil Vullikanti, Naren Ramakrishnan:
Combining Heterogeneous Data Sources for Civil Unrest Forecasting. 258-265
ASONAM - S10: Applications
- Shan-Yun Teng, Mi-Yen Yeh, Kun-Ta Chuang:
Toward Understanding the Mobile Social Properties: An Analysis on Instagram Photo-Sharing Network. 266-269 - Hasan Al Maruf, Nagib Meshkat, Mohammed Eunus Ali, Jalal Mahmud:
Human behaviour in different social medias: A case study of Twitter and Disqus. 270-273 - Andreas Spitz, Michael Gertz:
Breaking the News: Extracting the Sparse Citation Network Backbone of Online News Articles. 274-279 - Anna Cinzia Squicciarini, Sarah Michele Rajtmajer, Y. Liu, Christopher Griffin:
Identification and characterization of cyberbullying dynamics in an online social network. 280-285 - Anamika Chhabra, S. R. S. Iyengar, Poonam Saini, Rajesh Shreedhar Bhat:
Presence of an Ecosystem: a Catalyst in the Knowledge Building Process in Crowdsourced Annotation Environments. 286-291 - Rostyslav Korolov, Justin Peabody, Allen Lavoie, Sanmay Das, Malik Magdon-Ismail, William A. Wallace:
Actions Are Louder than Words in Social Media. 292-297
ASONAM - S11: Structures
- Bijan Ranjbar Sahraei, Haitham Bou-Ammar, Karl Tuyls, Gerhard Weiss:
On the Skewed Degree Distribution of Hierarchical Networks. 298-301 - Farzan Masrour, Iman Barjasteh, Rana Forsati, Abdol-Hossein Esfahanian, Hayder Radha:
Network Completion with Node Similarity: A Matrix Completion Approach with Provable Guarantees. 302-307 - Christian Brugger, André Lucas Chinazzo, Alexandre Flores John, Christian de Schryver, Norbert Wehn, Andreas Spitz, Katharina Anna Zweig:
Exploiting Phase Transitions for the Efficient Sampling of the Fixed Degree Sequence Model. 308-313 - Roberto Interdonato, Chiara Pulice, Andrea Tagarelli:
"Got to have faith!": The DEvOTION algorithm for delurking in social networks. 314-319 - Davide Vega, Roc Meseguer, Felix Freitag, Matteo Magnani:
Role and position detection in networks: reloaded. 320-325 - Thuy Vu, Douglas Stott Parker:
Node Embeddings in Social Network Analysis. 326-329
ASONAM - S12: Sentiment and recommendation
- Theodore Georgiou, Amr El Abbadi, Xifeng Yan, Jemin George:
Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application. 330-335 - Carlos Rene Argueta, Elvis Saravia, Yi-Shin Chen:
Unsupervised Graph-Based Patterns Extraction for Emotion Classification. 336-341 - Jana Diesner, Craig S. Evans:
Little Bad Concerns: Using Sentiment Analysis to Assess Structural Balance in Communication Networks. 342-348 - Minh D. Dao, Akshay Rangamani, Sang Peter Chin, Nam P. Nguyen, Trac D. Tran:
Targeted Dot Product Representation for Friend Recommendation in Online Social Networks. 349-356 - Hui Miao, Peixin Gao, MohammadTaghi Hajiaghayi, John S. Baras:
HyperCubeMap: Optimal Social Network Ad Allocation Using Hyperbolic Embedding. 357-362 - Deqing Yang, Yanghua Xiao, Hanghang Tong, Wanyun Cui, Wei Wang:
Towards Topic Following in Heterogeneous Information Networks. 363-366
ASONAM - S13: Anomalies, identities, and threats
- Pravallika Devineni, Danai Koutra, Michalis Faloutsos, Christos Faloutsos:
If walls could talk: Patterns and anomalies in Facebook wallposts. 367-374 - Yasmin Bokobza, Abigail Paradise, Guy Rapaport, Rami Puzis, Bracha Shapira, Asaf Shabtai:
Leak Sinks: The Threat of Targeted Social Eavesdropping. 375-382 - Amira Soliman, Leila Bahri, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas:
DIVa: Decentralized Identity Validation for Social Networks. 383-391 - Rajesh Sharma, Matteo Magnani, Danilo Montesi:
Investigating the types and effects of missing data in multilayer networks. 392-399
ASONAM - S14: Prediction
- Russell Allsup, Evan Thomas, Bryan Monk, Richard Frank, Martin Bouchard:
Networking in Child Exploitation: Assessing disruption strategies using registrant information. 400-407 - Ankit Sharma, Rui Kuang, Jaideep Srivastava, Xiaodong Feng, Kartik Singhal:
Predicting Small Group Accretion in Social Networks: A topology based incremental approach. 408-415 - Saurabh Nagrecha, Nitesh V. Chawla, Horst Bunke:
Recurrent Subgraph Prediction. 416-423 - NhatHai Phan, Dejing Dou, Brigitte Piniewski, David Kil:
Social Restricted Boltzmann Machine: Human Behavior Prediction in Health Social Networks. 424-431
ASONAM - S15: Analysis methods
- Quan Zheng, David B. Skillicorn:
Spectral Embedding of Directed Networks. 432-439 - Yishi Lin, Xiaowei Chen, John C. S. Lui:
I/O Efficient Algorithms for Exact Distance Queries on Disk-Resident Dynamic Graphs. 440-447 - Gerd Lindner, Christian L. Staudt, Michael Hamann, Henning Meyerhenke, Dorothea Wagner:
Structure-Preserving Sparsification of Social Networks. 448-454 - Prithwish Basu, Ravi Sundaram, Matthew Dippel:
Multiplex networks: a Generative Model and Algorithmic Complexity. 456-463
ASONAM - S16: Wikipedia and collaboration
- Baptiste de La Robertie, Yoann Pitarch, Olivier Teste:
Measuring Article Quality in Wikipedia using the Collaboration Network. 464-471 - Johanna Geiß, Andreas Spitz, Michael Gertz:
Beyond Friendships and Followers: The Wikipedia Social Network. 472-479 - Yuxiao Dong, Reid A. Johnson, Yang Yang, Nitesh V. Chawla:
Collaboration Signatures Reveal Scientific Impact. 480-487 - Chen Avin, Zvi Lotker, David Peleg, Itzik Turkel:
Social Network Analysis of Program Committees and Paper Acceptance Fairness. 488-495
ASONAM - S17: Events and activities
- Shamanth Kumar, Huan Liu, Sameep Mehta, L. Venkata Subramaniam:
Exploring a Scalable Solution to Identifying Events in Noisy Twitter Streams. 496-499 - Imen Bizid, Nibal Nayef, Patrice Boursier, Sami Faïz, Jacques Morcos:
Prominent Users Detection during Specific Events by Learning On- and Off-topic Features of User Activities. 500-503 - Jimpei Harada, David Darmon, Michelle Girvan, William Rand:
Forecasting High Tide: Predicting Times of Elevated Activity in Online Social Media. 504-507 - Kasthuri Jayarajah, Archan Misra, Xiao Wen Ruan, Ee-Peng Lim:
Event Detection: Exploiting Socio-Physical Interactions in Physical Spaces. 508-513 - Wolfgang Eugen Schlauch, Katharina Anna Zweig:
Influence of the Null-Model on Motif Detection. 514-519 - Nikou Günnemann, Jürgen Pfeffer:
Finding Non-Redundant Multi-Word Events on Twitter. 520-525 - Hao Li, Heng Ji, Lin Zhao:
Social Event Extraction: Task, Challenges and Techniques. 526-532
ASONAM - S18: Communities
- Ogheneovo Dibie, Tamara Sumner:
Using weak ties to understand resource usage behaviors in an online community of educators. 533-536 - Abigail Paradise, Asaf Shabtai, Rami Puzis:
Hunting Organization-Targeted Socialbots. 537-540 - Xiaohua Shi, Hongtao Lu, Yangcheng He, Shan He:
Community Detection in Social Network with Pairwisely Constrained Symmetric Non-Negative Matrix Factorization. 541-546 - Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas:
Community-centric analysis of user engagement in Skype social network. 547-552 - Giulio Rossetti, Riccardo Guidotti, Diego Pennacchioli, Dino Pedreschi, Fosca Giannotti:
Interaction Prediction in Dynamic Networks exploiting Community Discovery. 553-558 - Anita Zakrzewska, David A. Bader:
A Dynamic Algorithm for Local Community Detection in Graphs. 559-564 - Angelo Corallo, Cristian Bisconti, Laura Fortunato, Antonio Andrea Gentile, Piergiuseppe Pellè:
An approach from statistical mechanics for collaborative business social network reconstruction. 565-568
ASONAM - S19: Time and locations
- C. Marie-Françoise Canut, Sirinya On-at, André Péninou, Florence Sèdes:
Time-aware Egocentric network-based User Profiling. 569-572 - Gwan Jang, Sung-Hyon Myaeng:
Analysis of Spatially Oriented Topic Versatility over Time on Social Media. 573-578 - Robert A. Bridges, John P. Collins, Erik M. Ferragut, Jason A. Laska, Blair D. Sullivan:
Multi-Level Anomaly Detection on Time-Varying Graph Data. 579-583 - Ta Yuan Hsu, Ajay D. Kshemkalyani:
Modeling Social Network Topology with Variable Social Vector Clocks. 584-589 - Chenyi Zhuang, Qiang Ma, Xuefeng Liang, Masatoshi Yoshikawa:
Discovering Obscure Sightseeing Spots by Analysis of Geo-tagged Social Images. 590-595
ASONAM - S20: Privacy and trust
- Hiep H. Nguyen, Abdessamad Imine, Michaël Rusinowitch:
Differentially Private Publication of Social Graphs at Linear Cost. 596-599 - Athanasios Papaoikonomou, Magdalini Kardara, Theodora A. Varvarigou:
Trust Inference in Online Social Networks. 600-604 - Bo Gao, Bettina Berendt, Joaquin Vanschoren:
Who is More Positive in Private? Analyzing Sentiment Differences across Privacy Levels and Demographic Factors in Facebook Chats and Posts. 605-610 - Byungkyu Kang, Tobias Höllerer, John O'Donovan:
Believe it or Not? Analyzing Information Credibility in Microblogs. 611-616 - Rahat Ibn Rafiq, Homa Hosseinmardi, Richard Han, Qin Lv, Shivakant Mishra, Sabrina Arredondo Mattson:
Careful what you share in six seconds: Detecting cyberbullying instances in Vine. 617-622
ASONAM - S21: Information in Social Networks
- Luc-Aurélien Gauthier, Benjamin Piwowarski, Patrick Gallinari:
Leveraging Rating Behavior to Predict Negative Social Ties. 623-628 - Alon Sela, Irad Ben-Gal, Alex Pentland, Erez Shmueli:
Improving Information Spread through a Scheduled Seeding Approach. 629-632 - Markus Luczak-Rösch, Ramine Tinati, Max Van Kleek, Nigel Shadbolt:
From Coincidence to Purposeful Flow? Properties of Transcendental Information Cascades. 633-638 - Zhen Yang, Isaac Jones, Xia Hu, Huan Liu:
Finding the Right Social Media Site for Questions. 639-644 - Reza Farahbakhsh, Ángel Cuevas, Noël Crespi:
Characterization of Cross-posting Activity for Professional Users Across Major OSNs. 645-650
ASONAM - S1: Industrial
- Aimée Backiel, Yannick Verbinnen, Bart Baesens, Gerda Claeskens:
Combining Local and Social Network Classifiers to Improve Churn Prediction. 651-658 - Véronique Van Vlasselaer, Tina Eliassi-Rad, Leman Akoglu, Monique Snoeck, Bart Baesens:
AFRAID: Fraud Detection via Active Inference in Time-evolving Social Networks. 659-666 - Derek Doran, Samir Yelne, Luisa Massari, Mariacarla Calzarossa, LaTrelle Jackson, Glen Moriarty:
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support. 667-674 - Giuseppe Cascavilla, Mauro Conti, David G. Schwartz, Inbal Yahav:
Revealing Censored Information Through Comments and Commenters in Online Social Networks. 675-680 - Md. Imrul Kayes, Nicolas Kourtellis, Francesco Bonchi, Adriana Iamnitchi:
Privacy Concerns vs. User Behavior in Community Question Answering. 681-688
ASONAM - S2: Industrial
- Angelo Furno, Razvan Stanica, Marco Fiore:
A Comparative Evaluation of Urban Fabric Detection Techniques Based on Mobile Traffic Data. 689-696 - Mark Kibanov, Martin Atzmueller, Jens Illig, Christoph Scholz, Alain Barrat, Ciro Cattuto, Gerd Stumme:
Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists. 697-704 - Ayushi Dalmia, Manish Gupta, Vasudeva Varma:
Query-based Graph Cuboid Outlier Detection. 705-712 - Anh Dang, Abidalrahman Moh'd, Anatoliy A. Gruzd, Evangelos E. Milios, Rosane Minghim:
A Visual Framework for Clustering Memes in Social Media. 713-720 - Tyler Munger, Jiabin Zhao:
Identifying Influential Users in On-line Support Forums using Topical Expertise and Social Network Analysis. 721-728 - Ben Baumer, George Rabanca, Amotz Bar-Noy, Prithwish Basu:
Star Search: Effective Subgroups in Collaborative Social Networks. 729-736
ASONAM - SD: Demo
- Tilman Göhnert, Sabrina Ziebarth, Henrik Detjen, Tobias Hecking, Heinz Ulrich Hoppe:
3D DynNetVis: A 3D Visualization Technique for Dynamic Networks. 737-740 - Nicolas Dugué, Anthony Perez, Maximilien Danisch, Florian Bridoux, Amélie Daviau, Tennessy Kolubako, Simon Munier, Hugo Durbano:
A reliable and evolutive web application to detect social capitalists. 741-744 - Andrew Ghobrial, Jacob W. Bartel, Andrew Vitkus, Prasun Dewan:
A Test-Bed for Generating Social Graphs and Recommending Named Groups from Email. 745-748 - Fernando Calderon, Chun-Hao Chang, Carlos Rene Argueta, Elvis Saravia, Yi-Shin Chen:
Analyzing Event Opinion Transition through Summarized Emotion Visualization. 749-752 - Elvis Saravia, Carlos Rene Argueta, Yi-Shin Chen:
EmoViz: Mining the World's Interest through Emotion Analysis. 753-756 - Issam Falih, Rushed Kanawati:
MUNA: a Multiplex Network Analysis Library. 757-760 - Zvi Sofershtein, Sara Cohen:
Predicting Email Recipients. 761-764 - Victor Lequay, Alexis Ringot, Mohammed Haddad, Brice Effantin, Hamamache Kheddouci:
GraphExploiter: Creation, Visualization and Algorithms on graphs. 765-767
ASONAM - M1: Political and organizational networks
- Charisse R. Madlock-Brown, David Eichmann:
Assessing the Translational Capacity of Five CTSA Institutions. 768-769