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8th ASONAM 2016: San Francisco, CA, USA
- Ravi Kumar, James Caverlee, Hanghang Tong:
2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, August 18-21, 2016. IEEE Computer Society 2016, ISBN 978-1-5090-2846-7 - Brian Uzzi, Lise Getoor, Evimaria Terzi, Lada A. Adamic:
ASONAM 2016 keynotes: Ideas and inventions. xl-xliii - Clara Pizzuti:
Tutorial: Evolutionary Computation for Community Detection in Complex Networks. xliv - Marc A. Smith, Harald Meier:
Tutorial: Introduction to Social Media Network Analysis with NodeXL. xlv - Srijan Kumar, Francesca Spezzano
, V. S. Subrahmanian:
Tutorial: Identifying Malicious Actors on Social Media. xlivi - V. S. Subrahmanian, Lada A. Adamic, Lise Getoor, Evimaria Terzi, Brian Uzzi, Lisa Singh:
ASONAM 2016 panel: Social network analysis for social good. xlvii
1: Best Papers
- Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun
, Aidong Zhang:
Influence based analysis of community consistency in dynamic networks. 1-8 - Abhijnan Chakraborty, Bhargavi Paranjape, Sourya Kakarla
, Niloy Ganguly
:
Stop Clickbait: Detecting and preventing clickbaits in online news media. 9-16
2A: Graphs
- Ghizlane Echbarthi, Hamamache Kheddouci:
Streaming METIS partitioning. 17-24 - James P. Fairbanks, Anita Zakrzewska, David A. Bader
:
New stopping criteria for spectral partitioning. 25-32 - Raman Samusevich
, Maximilien Danisch, Mauro Sozio:
Local triangle-densest subgraphs. 33-40 - Zhefeng Wang, Lingyang Chu, Jian Pei
, Abdullah Al-Barakati
, Enhong Chen:
Tradeoffs between density and size in extracting dense subgraphs: A unified framework. 41-48
2B: Communities
- Gaurav Misra, Jose M. Such, Hamed Balogun:
Non-sharing communities? An empirical study of community detection for access control decisions. 49-56 - Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama:
Functional cluster extraction from large spatial networks. 57-62 - Dimitrios Rafailidis
, Fabio Crestani
:
Network completion via joint node clustering and similarity learning. 63-68 - Soumya Sarkar, Suhansanu Kumar, Sanjukta Bhowmick, Animesh Mukherjee:
Sensitivity and reliability in incomplete networks: Centrality metrics to community scoring functions. 69-72 - Tanmoy Chakraborty
, Noseong Park, V. S. Subrahmanian:
Ensemble-based algorithms to detect disjoint and overlapping communities in networks. 73-80
2C: Politics, Unrest
- Mert Ozer
, Nyunsu Kim, Hasan Davulcu:
Community detection in political Twitter networks using Nonnegative Matrix Factorization methods. 81-88 - Rostyslav Korolov, Di Lu, Jingjing Wang, Guangyu Zhou, Claire Bonial, Clare R. Voss, Lance M. Kaplan, William A. Wallace, Jiawei Han, Heng Ji:
On predicting social unrest using social media. 89-95 - (Withdrawn) Characterizing communal microblogs during disaster events. 96-99
- Despoina Antonakaki
, Dimitris Spiliotopoulos
, Christos V. Samaras, Sotiris Ioannidis, Paraskevi Fragopoulou:
Investigating the complete corpus of referendum and elections tweets. 100-105 - Thanh Tran, Kyumin Lee:
Understanding citizen reactions and Ebola-related information propagation on social media. 106-111
3A: Sampling and Streaming
- Ran He, Tian Zheng:
Estimating exponential random graph models using sampled network data via graphon. 112-119 - Elli Voudigari, Nikos Salamanos
, Theodore Papageorgiou, Emmanuel J. Yannakoudakis:
Rank degree: An efficient algorithm for graph sampling. 120-129 - Arijit Khan
, Charu C. Aggarwal:
Query-friendly compression of graph streams. 130-137 - Yibo Yao, Lawrence B. Holder:
Classification in dynamic streaming networks. 138-145
3B: Social Networks
- Yuemeng Li, Xintao Wu
, Song Yang
:
Social network dominance based on analysis of asymmetry. 146-151 - Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher
, Ali Pinar:
MaxReach: Reducing network incompleteness through node probes. 152-157 - Sina Sajadmanesh
, Hamid R. Rabiee
, Ali Khodadadi
:
Predicting anchor links between heterogeneous social networks. 158-163 - Pablo Nicolas Terevinto, Miguel Perez, Josep Domenech
, José A. Gil, Ana Pont
:
Benchmarking online social networks. 164-169 - Hend Alrasheed
:
On the δ-Hyperbolicity in complex networks. 170-173 - Yoav Achiam, Inbal Yahav, David G. Schwartz:
Why not scale free? Simulating company ego networks on Twitter. 174-177
3C: Adversarial/Trust 1
- Qiang Ma, Han Hee Song, S. Muthukrishnan, Antonio Nucci:
Joining user profiles across online social networks: From the perspective of an adversary. 178-185 - Homa Hosseinmardi, Rahat Ibn Rafiq, Richard Han
, Qin Lv, Shivakant Mishra:
Prediction of cyberbullying incidents in a media-based social network. 186-192 - Prateek Dewan, Shrey Bagroy, Ponnurangam Kumaraguru:
Hiding in plain sight: Characterizing and detecting malicious Facebook pages. 193-196 - Hongkyu Choi, Kyumin Lee, Steve Webb:
Detecting malicious campaigns in crowdsourcing platforms. 197-202 - Shatha Jaradat, Nima Dokoohaki
, Mihhail Matskin, Elena Ferrari
:
Trust and privacy correlations in social networks: A deep learning framework. 203-206
4A: Algorithmic methods
- Priya Govindan, Sucheta Soundarajan, Tina Eliassi-Rad, Christos Faloutsos:
NimbleCore: A space-efficient external memory algorithm for estimating core numbers. 207-214 - Sergio Greco
, Cristian Molinaro, Chiara Pulice, Ximena Quintana:
All-pairs shortest distances maintenance in relational DBMSs. 215-222 - Anastasia Moskvina, Jiamou Liu:
Togetherness: An algorithmic approach to network integration. 223-230 - Chien-Wei Chang, Mi-Yen Yeh
, Kun-Ta Chuang:
On the guarantee of containment probability in influence minimization. 231-238
4B: Information Sharing
- Jiawei Zhang, Senzhang Wang, Qianyi Zhan, Philip S. Yu:
Intertwined viral marketing in social networks. 239-246 - Dong-Anh Nguyen, Shulong Tan, Ram Ramanathan, Xifeng Yan:
Analyzing information sharing strategies of users in online social networks. 247-254 - Jie Zhang, Jiaqi Ma
, Jie Tang:
Learning cascaded influence under partial monitoring. 255-262 - Roberto Interdonato
, Chiara Pulice, Andrea Tagarelli
:
Community-based delurking in social networks. 263-270
4C: Spatial
- Guangchao Yuan, Pradeep K. Murukannaiah, Munindar P. Singh
:
Percimo: A personalized community model for location estimation in social media. 271-278 - Wei Niu, James Caverlee, Haokai Lu, Krishna Yeswanth Kamath:
Community-based geospatial tag estimation. 279-286 - Chao Huang, Dong Wang:
Exploiting spatial-temporal-social constraints for localness inference using online social media. 287-294 - Huandong Wang, Yong Li, Yang Chen, Yue Wang, Jian Yuan, Depeng Jin:
Co-location social networks: Linking the physical world and cyberspace. 295-298
5A: Machine learning methods
- Ke Wu, Philip Watters, Malik Magdon-Ismail:
Network classification using adjacency matrix embeddings and deep learning. 299-306 - Qiongjie Tian, Baoxin Li:
Weakly hierarchical lasso based learning to rank in best answer prediction. 307-314 - Mikolaj Morzy, Przemyslaw Kazienko
, Tomasz Kajdanowicz
:
Priority rank model for social network generation. 315-318 - Neil J. Hurley
, Erika Duriakova:
An information theoretic approach to generalised blockmodelling for the identification of meso-scale structure in networks. 319-322 - Xiaoran Yan
:
Bayesian model selection of stochastic block models. 323-328
5B: Communities 2
- Qian Guo, Lei Zhang, Bin Wu, Xuelin Zeng:
Dynamic community detection based on distance dynamics. 329-336 - Anne-Sophie Himmel, Hendrik Molter, Rolf Niedermeier, Manuel Sorge:
Enumerating maximal cliques in temporal graphs. 337-344 - Jianpeng Zhang, Yulong Pei, George H. L. Fletcher, Mykola Pechenizkiy
:
Structural measures of clustering quality on graph samples. 345-348 - Anita Zakrzewska, Eisha Nathan, James P. Fairbanks, David A. Bader
:
A local measure of community change in dynamic graphs. 349-353 - Ardavan Afshar, Mansoor Zolghadri Jahromi, Ali Hamzeh
:
A parameter-free method for detecting local communities based on attainable information. 354-357
5C: Applications
- Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang:
Web user profiling using data redundancy. 358-365 - Soumajit Pramanik, Midhun Gundapuneni, Sayan D. Pathak, Bivas Mitra:
Can i foresee the success of my meetup group? 366-373 - Chun-Hao Chang, Elvis Saravia, Yi-Shin Chen:
Subconscious Crowdsourcing: A feasible data collection mechanism for mental disorder detection on social media. 374-379 - James Schaffer, Brandon Huynh, John O'Donovan, Tobias Höllerer, Yinglong Xia, W. Sabrina Lin:
An analysis of student behavior in two massive open online courses. 380-385 - Nyala Noë, Roger M. Whitaker, Stuart M. Allen:
Personality homophily and the local network characteristics of facebook. 386-393
6A: Recommender sys.
- Huan Gui, Haishan Liu, Xiangrui Meng, Anmol Bhasin, Jiawei Han:
Downside management in recommender systems. 394-401 - Xiaowei Jia, Xiaoyi Li, Kang Li, Vishrawas Gopalakrishnan, Guangxu Xun
, Aidong Zhang:
Collaborative restricted Boltzmann machine for social event recommendation. 402-405 - Raheleh Makki, Axel J. Soto
, Stephen Brooks, Evangelos E. Milios
:
Twitter message recommendation based on user interest profiles. 406-410 - Janet Zhu, Sicong Zhang, Lisa Singh, Grace Hui Yang, Micah Sherr:
Generating risk reduction recommendations to decrease vulnerability of public online profiles. 411-416 - Yi Liao, Xinshi Lin, Wai Lam:
Exploring influence among participants for event recommendation. 417-420
6B: Social Media 1
- Johnnatan Messias
, Fabrício Benevenuto, Ingmar Weber
, Emilio Zagheni:
From migration corridors to clusters: The value of Google+ data for migration studies. 421-428 - Takuya Nishimura, Kyosuke Nishida, Hiroyuki Toda, Hiroshi Sawada:
How fashionable is each street?: Quantifying road characteristics using social media. 429-436 - Janani Kalyanam, Sumithra Velupillai
, Mike Conway, Gert R. G. Lanckriet:
From event detection to storytelling on microblogs. 437-442 - Tanmoy Chakraborty
, Prasenjit Choudhury
:
Authorship identification in Bengali language: A graph based approach. 443-446 - Qiongjie Tian, Jashmi Lagisetty, Baoxin Li:
Finding needles of interested tweets in the haystack of Twitter network. 447-452
6C: New Directions
- Jiawei Zhang, Xiangnan Kong, Philip S. Yu:
Social badge system analysis. 453-460 - Gareth Tyson, Vasile Claudiu Perta, Hamed Haddadi, Michael C. Seto:
A first look at user activity on tinder. 461-466 - Mo Yu, Xiaolong Zhang
, Derek Kreager
:
New to online dating? Learning from experienced users for a successful match. 467-470 - John Clements, Babak Farzad, Henryk Fuks
:
Dynamics of large scale networks following a merger. 471-476 - Kazunori Seki, Masataka Nakamura:
The collapse of the Friendster network started from the center of the core. 477-484
7A: Markets
- Chaolun Xia, Saikat Guha, S. Muthukrishnan:
Targeting algorithms for online social advertising markets. 485-492 - Yannick Léo, Márton Karsai
, Carlos Sarraute
, Eric Fleury:
Correlations of consumption patterns in social-economic networks. 493-500 - Yusan Lin, Wang-Chien Lee, Chung-Chou H. Chang:
Analysis of rewards on reward-based crowdfunding platforms. 501-504 - Inzamam Rahaman, Patrick Hosein:
Heuristics for advertising revenue optimization in Online Social Networks. 505-509
7B: Social media 2
- Kamil Topal, Mehmet Koyutürk
, Gultekin Özsoyoglu:
Emotion -and area-driven topic shift analysis in social media discussions. 510-518 - Thomas C. McAndrew, Joshua Clifford Bongard, Christopher M. Danforth, Peter Sheridan Dodds, Paul D. H. Hines, James P. Bagrow
:
What we write about when we write about causality: Features of causal statements across large-scale social discourse. 519-524 - Pierluigi Crescenzi
, Pierre Fraigniaud, Zvi Lotker, Paolo Penna:
Core-periphery clustering and collaboration networks. 525-528 - Antonis Matakos, Panayiotis Tsaparas
:
Temporal mechanisms of polarization in online reviews. 529-532
7C: Adversarial/Trust 2
- Fred Morstatter, Liang Wu, Tahora H. Nazer, Kathleen M. Carley, Huan Liu:
A new approach to bot detection: Striking the balance between precision and recall. 533-540 - Huiling Zhang, Alan Kuhnle, Huiyuan Zhang, My T. Thai:
Detecting misinformation in online social networks before it is too late. 541-548 - Atanu Roy, Chandrima Sarkar, Jaideep Srivastava, Jisu Huh:
Trustingness & trustworthiness: A pair of complementary trust measures in a social network. 549-554 - Amanda J. Minnich, Noor Abu-El-Rub, Maya B. Gokhale, Ronald G. Minnich, Abdullah Mueen:
ClearView: Data cleaning for online review mining. 555-558
ASONAM 2016 Industrial Track Session 1: Knowledge from social and mobile media
- Li Zhang, Liang Zhang, Keli Xiao, Qi Liu:
Forecasting price shocks with social attention and sentiment analysis. 559-566 - Aaron Cahn, Scott Alfeld, Paul Barford, S. Muthukrishnan:
What's in the community cookie jar? 567-570 - Nikolaos Panagiotou, Ioannis Katakis
, Dimitrios Gunopulos
, Vana Kalogeraki
, Elizabeth Daly, Jia Yuan Yu, Brendan O'Brien:
Mining hidden constrained streams in practice: Informed search in dynamic filter spaces. 571-578 - Martin Fixman, Ariel J. Berenstein, Jorge Brea, Martin Minnoni, Matias Travizano, Carlos Sarraute
:
A Bayesian approach to income inference in a communication network. 579-582
ASONAM 2016 Industrial Track Session 2: Network, community, and cascades
- Emmanuel Malherbe
, Marie-Aude Aufaure:
Bridge the terminology gap between recruiters and candidates: A multilingual skills base built from social media and linked data. 583-590 - Ruocheng Guo, Paulo Shakarian:
A comparison of methods for cascade prediction. 591-598 - Qiang Ma, S. Muthukrishnan, William Simpson:
App2Vec: Vector modeling of mobile apps and applications. 599-606 - Juan de Monasterio, Alejo Salles, Carolina Lang, Diego Weinberg, Martin Minnoni, Matias Travizano, Carlos Sarraute
:
Analyzing the spread of chagas disease with mobile phone data. 607-612
ASONAM 2016 - Multidisciplinary Track S1: Applications of network analysis and social media analysis
- Martin Atzmueller, Tom Hanika
, Gerd Stumme
, Richard Schaller, Bernd Ludwig:
Social event network analysis: Structure, preferences, and reality. 613-620 - Jorge Ale Chilet
, Cuicui Chen, Yusan Lin:
Analyzing social media marketing in the high-end fashion industry using Named Entity Recognition. 621-622 - Leidys del Carmen Contreras Chinchilla, Kevin Andrey Rosales Ferreira:
Analysis of the behavior of customers in the social networks using data mining techniques. 623-625 - Mikel Joaristi, Edoardo Serra
, Francesca Spezzano
:
Evaluating the impact of social media in detecting health-violating restaurants. 626-633 - Samuel Martin-Gutierrez
, Javier Borondo
, Alfredo Jose Morales
, Juan Carlos Losada
, Ana M. Tarquis
, Rosa M. Benito:
Agricultural activity shapes the mobility patterns in Senegal. 634-641
ASONAM 2016 - Multidisciplinary Track S2: Network Analysis and applications to information and Knowledge
- Alon Sela
, Dmitri Goldenberg, Erez Shmueli, Irad Ben-Gal:
Scheduled seeding for latent viral marketing. 642-643 - Andrej Kastrin
, Thomas C. Rindflesch, Dimitar Hristovski:
Evolution of MEDLINE bibliographic database: Preliminary results. 644-646 - Benjamin D. Horne, Sibel Adali, Kevin S. Chan:
Impact of message sorting on access to novel information in networks. 647-653 - Charisse R. Madlock-Brown, David Eichmann:
The scientometrics of successful women in science. 654-660 - Fabien Tarissan, Yannis Panagis
, Urska Sadl:
Selecting the cases that defined Europe: Complementary metrics for a network analysis. 661-668 - Maha Soliman
, Olfa Nasraoui
, Nigel G. F. Cooper:
Analysis and visualization of a literature-mined glaucoma gene interaction network. 669-676
ASONAM 2016 - Multidisciplinary Track S3: Models and Methods for social media analysis
- Romain Giovanetti, Luigi Lancieri
:
Model of computer architecture for online social networks flexible data analysis: The case of Twitter data. 677-684 - Lakshika Balasuriya, Sanjaya Wijeratne, Derek Doran, Amit P. Sheth:
Finding street gang members on Twitter. 685-692 - Linlin You
, Bige Tunçer
:
Exploring public sentiments for livable places based on a crowd-calibrated sentiment analysis mechanism. 693-700 - Muhammad Hrishiah, Maytham Safar
, Khaled Mahdi:
Modeling Twitter as weighted complex networks using retweets. 701-702 - Narotam Singh
, Sheetal Varshney, Amita Kapoor
:
Centrality measures in close group of adolescent females and their association with individual character strengths. 703-710 - Shachi H. Kumar, Jay Pujara, Lise Getoor, David Mares, Dipak Gupta, Ellen Riloff:
Unsupervised models for predicting strategic relations between organizations. 711-718
ASONAM 2016 - Multidisciplinary Track S4: Models and Methods for social media analysis 1
- Geetika Sarna, Mahinder Pal Singh Bhatia:
A probalistic approach to automatically extract new words from social media. 719-725 - Luigi Lancieri, Romain Giovanetti:
Multilevel exploration in Twitter social stream. 726-731 - Tom Carrick, Awais Rashid
, Paul J. Taylor
:
Mimicry in online conversations: An exploratory study of linguistic analysis techniques. 732-736 - Wei-Chung Wang, Lun-Wei Ku
:
Identifying Chinese lexical inference using probabilistic soft logic. 737-743 - Abdélilah Balamane, Rokia Missaoui, Léonard Kwuida