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ORCID8th 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, Jean Vaillancourt:
Descriptive group detection in two-mode data networks using biclustering. 744-749
ASONAM 2016 - Multidisciplinary Track S5: New Algorithms for Data Mining and Media Analysis
- Hyunsouk Cho, Seung-won Hwang:
ECO: Entity-level captioning in context. 750-751 - Ilhem Feddaoui, Faîçal Felhi, Jalel Akaichi:
EXTRACT: New extraction algorithm of association rules from frequent itemsets. 752-756 - Martin Atzmueller:
Detecting community patterns capturing exceptional link trails. 757-764 - Upul Senanayake, Mahendra Piraveenan:
A memory-efficient heuristic for maximum matching in scale-free networks. 765-767 - Zvi Lotker:
The tale of two clocks. 768-776
ASONAM 2016 - Multidisciplinary Track S6: Social Media Analysis and Political Issues
- Anh Dang, Michael Smit, Abidalrahman Moh'd, Rosane Minghim, Evangelos E. Milios:
Toward understanding how users respond to rumours in social media. 777-784 - Javier Borondo, Alfredo Jose Morales, Juan Carlos Losada, Rosa M. Benito:
Analyzing the usage of social media during spanish presidential electoral campaigns. 785-792 - Linn Sandberg, Shatha Jaradat, Nima Dokoohaki:
The social media election agenda: Issue salience on Twitter during the European and Swedish 2014 elections. 793-794 - Saud Alashri, Srinivasa Srivatsav Kandala, Vikash Bajaj, Roopek Ravi, Kendra L. Smith, Kevin C. Desouza:
An analysis of sentiments on facebook during the 2016 U.S. presidential election. 795-802 - Serpil Tokdemir, Nitin Agarwal, Rolf T. Wigand:
Social media, spillover, and Saudi Arabian Women's right to drive movements: Analyzing interconnected online collective actions. 803-810
FOSINT-SI 2016 Session 1
- Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli:
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling. 811-817 - Michelle Ibanez, Rich Gazan:
Virtual indicators of sex trafficking to identify potential victims in online advertisements. 818-824 - Benjamin W. K. Hung, Anura P. Jayasumana:
Investigative simulation: Towards utilizing graph pattern matching for investigative search. 825-832 - Samer Al-khateeb, Nitin Agarwal:
The rise & fall of #NoBackDoor on Twitter: The apple vs. FBI case. 833-836
FOSINT-SI 2016 Session 2
- Eric Nunes, Paulo Shakarian, Gerardo I. Simari, Andrew Ruef:
Argumentation models for cyber attribution. 837-844
FOSINT-SI 2016 Session 3
- Luther Karl Branting, Flo Reeder, Jeffrey Gold, Timothy Champney:
Graph analytics for healthcare fraud risk estimation. 845-851 - Syeda Nadia Firdaus, Chen Ding, Alireza Sadeghian:
Retweet prediction considering user's difference as an author and retweeter. 852-859 - Sudip Mittal, Prajit Kumar Das, Varish Mulwad, Anupam Joshi, Tim Finin:
CyberTwitter: Using Twitter to generate alerts for cybersecurity threats and vulnerabilities. 860-867 - Christophe Thovex:
Hidden social networks analysis by semantic mining of noisy corpora. 868-875
FOSINT-SI 2016 Session 4
- Michelle Ibanez, Daniel D. Suthers:
Detecting covert sex trafficking networks in virtual markets. 876-879 - Andrew J. Park, Brian Beck, Darrick Fletche, Patrick Lam, Herbert H. Tsang:
Temporal analysis of radical dark web forum users. 880-883 - Vivek K. Singh, Qianjia Huang, Pradeep K. Atrey:
Cyberbullying detection using probabilistic socio-textual information fusion. 884-887 - Quan Zheng, David B. Skillicorn:
Understanding alliance and opposition among violent groups. 888-891 - Michelle Ibanez, Rich Gazan:
Detecting sex trafficking circuits in the U.S. through analysis of online escort advertisements. 892-895
FAB 2016: Session 1 Recommendation Systems
- Min Li, Linfeng Luo, Lin Miao, Yibo Xue, Zhiyun Zhao, Zhenyu Wang:
FriendRank: A personalized approach for tweets ranking in social networks. 896-900 - Lin Wang, Bin Wu, Juan Yang, Shuang Peng:
Personalized recommendation for new questions in community question answering. 901-908 - Makbule Gulcin Ozsoy, Faruk Polat, Reda Alhajj:
Time preference aware dynamic recommendation enhanced with location, social network and temporal information. 909-916 - Buket Kaya:
An intelligent method for optimization of tariffs in GSM networks. 917-920 - Fan Jiang, Carson K. Leung, Adam G. M. Pazdor:
Big data mining of social networks for friend recommendation. 921-922
FAB 2016: Session 2 Pattern Detection
- Carson K. Leung, Edson M. Dela Cruz, Trevor L. Cook, Fan Jiang:
Mining 'following' patterns from big sparse social networks. 923-930 - Konstantinos F. Xylogiannopoulos, Reda Alhajj, Panagiotis Karampelas:
Frequent and non-frequent pattern detection in big data streams: An experimental simulation in 1 trillion data points. 931-938 - Ahmet Anil Mungen, Mehmet Kaya:
Mining quad closure patterns in Instagram. 939-944 - Sefa Sahin Koc, Ismail Hakki Toroslu, Hasan Davulcu:
Co-clustering signed 3-partite graphs. 945-948 - Yunuscan Kocak, Tansel Özyer, Reda Alhajj:
Classification of HIV data by constructing a social network with frequent itemsets. 949-953
FAB 2016: Session 3 Machine Learning Methods
- Ertan Butun, Mehmet Kaya, Reda Alhajj:
A new topological metric for link prediction in directed, weighted and temporal networks. 954-959 - Quan Zheng, David B. Skillicorn:
Spectral graph-based semi-supervised learning for imbalanced classes. 960-967 - Muhammad Fahim Uddin, Jeongkyu Lee:
Predicting good fit students by correlating relevant personality traits with academic/career data. 968-975 - Ahmet Engin Bayrak, Faruk Polat:
Examining place categories for link prediction in Location Based Social Networks. 976-979
FAB 2016: Session 4 Social Network Applications
- Linfeng Luo, Min Li, Qing Wang, Yibo Xue, Chunyang Liu, Zhenyu Wang:
Spiral of silence in social networks: A data-driven approach. 980-984 - Jeremy D. Wendt, Randy Wells, Richard V. Field Jr., Sucheta Soundarajan:
On data collection, graph construction, and sampling in Twitter. 985-992 - Junnan Lu, Alex Thomo:
An experimental evaluation of giraph and GraphChi. 993-996 - Yuan-Chih Yu, Dwen-Ren Tsai:
A privacy weaving pipeline for open big data. 997-998
HIBIB 2016 - Session 1
- Ana Stanescu, Karthik Tangirala, Doina Caragea:
Study of transductive learning and unsupervised feature construction methods for biological sequence classification. 999-1006 - Marco Roccetti, Paola Salomoni, Catia Prandi, Gustavo Marfia, M. Montagnani, L. Gningaye:
Understanding Crohn's disease patients reaction to infliximab from facebook: A medical perspective. 1007-1010 - Yang Peng, Melody Moh, Teng-Sheng Moh:
Efficient adverse drug event extraction using Twitter sentiment analysis. 1011-1018
HIBIB 2016 - Session 2
- Madan Krishnamurthy, Khalid Mahmood, Pawel Marcinek:
A hybrid statistical and semantic model for identification of mental health and behavioral disorders using social network analysis. 1019-1026 - Hengyi Hu, Adam Elkus, Larry Kerschberg:
A Personal Health Recommender System incorporating personal health records, modular ontologies, and crowd-sourced data. 1027-1033 - Chia-Tung Wu, Yu-Fen Tzeng, Te-Wei Ho, Shyh-Wei Chen, Bih-Shya Gau, Feipei Lai, Hung-Yu Chiu:
A smart phone application in improving healthy lifestyles and health outcomes for school-age children with asthma. 1034-1037 - Xiaohui Wei, Wenyang Zou, Shang Gao:
Mining Electronic Physical Records, a trial. 1038-1043
HIBIB 2016 - Session 3
- Kuo-Chung Chu, Hsin-Jou Huang, Yu-Shu Huang:
Machine learning approach for distinction of ADHD and OSA. 1044-1049 - Zeineb Dhouioui, Helmi Tlich, Radhia Toujeni, Jalel Akaichi:
A fuzzy model for friendship prediction in healthcare social networks. 1050-1054
DyNo 2016 Session 1
- Anita Zakrzewska, David A. Bader:
Aging data in dynamic graphs: A comparative study. 1055-1062 - Pascal Held, Rudolf Kruse:
Detecting overlapping community hierarchies in dynamic graphs. 1063-1070 - Kuntal Dey, Sahil Agrawal, Rahul Malviya, Saroj Kaushik:
Assessment of effectiveness of content models for approximating Twitter social connection structures. 1071-1078 - Alireza Hajibagheri, Gita Sukthankar, Kiran Lakkaraju:
A holistic approach for predicting links in coevolving multiplex networks. 1079-1086 - Aaron Schecter, Noshir Contractor:
Modeling the joint dynamics of relational events and individual states. 1087-1094
DyNo 2016 Session 2
- Paolo Cintia, Michele Coscia, Luca Pappalardo:
The Haka network: Evaluating rugby team performance with dynamic graph analysis. 1095-1102 - Federico Musciotto, Saverio Delpriori, Paolo Castagno, Evangelos Pournaras:
Mining social interactions in privacy-preserving temporal networks. 1103-1110 - Xavier Bost, Vincent Labatut, Serigne Gueye, Georges Linarès:
Narrative smoothing: Dynamic conversational network for the analysis of TV series plots. 1111-1118
MSNDS 2016 Session 1
- Kuo-Chung Chu, Chun-Cheng Yeh:
Knowledge flow of biomedical informatics domain: Position-based co-citation analysis approach. 1119-1126 - Min-Yuh Day, Chia-Chou Lee:
Deep learning for financial sentiment analysis on finance news providers. 1127-1134 - Min-Yuh Day, Wei-Chun Chuang:
The effect of customer perceived value on relationship quality between illustrator and fans to recommendation on facebook. 1135-1142 - Juan Yang, Mengxin Li, Bin Wu, Chenyang Xu:
Forming a research team of experts in expert-skill co-occurrence network of research news. 1143-1150 - María Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen:
A comparative study of social network classifiers for predicting churn in the telecommunication industry. 1151-1158
MSNDS 2016 Session 2
- Heng-Shiou Sheu, Yi-Chung Chen, Don-Lin Yang:
A novel approach for m-representative skyline query. 1159-1162 - Chih-Chien Wang, Min-Yuh Day, Yu-Ruei Lin:
Toward understanding the cliques of opinion spammers with social network analysis. 1163-1169 - Kamil Topal, Gultekin Özsoyoglu:
Movie review analysis: Emotion analysis of IMDb movie reviews. 1170-1176 - Arijit Chatterjee, William Perrizo:
Investor classification and sentiment analysis. 1177-1180
SNAA - S1
- Julian Fares, Kon Shing Kenneth Chung:
Personal networks and perception of care. 1181-1188 - Michal Weskida, Radoslaw Michalski:
Evolutionary algorithm for seed selection in social influence process. 1189-1196 - Ashwin Bahulkar, Boleslaw K. Szymanski, Omar Lizardo, Yuxiao Dong, Yang Yang, Nitesh V. Chawla:
Analysis of link formation, persistence and dissolution in NetSense data. 1197-1204
SNAA - S2
- R. Chulaka Gunasekara, Kishan G. Mehrotra, Chilukuri K. Mohan:
Improving the robustness of the smart grid using a multi-objective key player identification approach. 1205-1212 - Ashley Farrugia, Rob Claxton, Simon G. Thompson:
Towards social network analytics for understanding and managing enterprise data lakes. 1213-1220 - Fei Gao King's, Katarzyna Musial-Gabrys:
Hybrid structure-based link prediction model. 1221-1228 - Brian Crawford, Ralucca Gera, Ryan Miller, Bijesh Shrestha:
Community evolution in multiplex layer aggregation. 1229-1237
SNAST 2016 Session 1
- Xuan Xu, Michael Martin, Thirimachos Bourlai:
Automatic tattoo image registration system. 1238-1243 - A. D. Clark, L. M. Tellez, S. Besse, J. M. Absher:
Dynamic prediction & estimation of intentional failures in HPCs. 1244-1250
SNAST 2016 Session 2
- Yifang Wei, Lisa Singh, Susan Martin:
Identification of extremism on Twitter. 1251-1255 - Sophie Baillargeon, Simon Hallé, Christian Gagné:
Stream clustering of tweets. 1256-1261 - Antreas Xenaros, Panagiotis Karampelas, Ioanna K. Lekea:
Profiling individuals based on email analysis and ego networks: A visualization technique. 1262-1269 - Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis. 1270-1277 - Neeru Narang, Thirimachos Bourlai:
On the effectiveness of statistical hypothesis testing in infrared-based face recognition in heterogeneous environments. 1278-1285
SI 2016
- Zesheng Chen:
Toward understanding spatial dependence on epidemic thresholds in networks. 1286-1293 - Dave McKenney, Tony White:
Observations on the role of influence in the difficulty of social network control. 1294-1301 - Kazuma Kimura, Sho Tsugawa:
Estimating influence of social media users from sampled social networks. 1302-1308 - Ariel Webster, Bruce M. Kapron, Valerie King:
Stability of certainty and opinion in influence networks. 1309-1320 - Zeynep Zengin Alp, Sule Gündüz Ögüdücü:
Influential user detection on Twitter: Analyzing effect of focus rate. 1321-1328 - Nikhil Kumar, Ruocheng Guo, Ashkan Aleali, Paulo Shakarian:
An empirical evaluation of social influence metrics. 1329-1336
Doctoral Forum and Posters: Session 1: Social Network Analysis and Society
- Weiyue Huang, Yong Yu:
Is it truly a 5-star movie? Restoring the movie's truthful rating. 1337-1338 - Srishti Gupta:
Emerging threats abusing phone numbers exploiting cross-platform features. 1339-1341 - Elizabeth Williams:
GeoContext: Discovering geographical topics from social media. 1342-1346
Doctoral Forum and Posters: Session 2: Fundamentals of Social Network Analysis
- Fred Morstatter:
Detecting and mitigating bias in social media. 1347-1348 - Muhammad Fahim Uddin:
Noise Removal and Structured Data Detection to improve search for personality features. 1349-1355 - Benjamin Cabrera:
Towards using subpattern distributions in Social Network Analysis. 1356-1363
Doctoral Forum and Posters
- Candice L. Lanius:
Arguments and interpretation in big social data analysis: A survey of the ASONAM community. 1364-1367 - Philip Scanlon:
Identifying the impact of friends on their peers academic performance. 1368-1369 - Qianwei Wang, Qianshan Yu, Xinyue Yu:
A platform for identifying experts and paper retrieval in citation networks. 1370-1371 - Fernando H. Calderon Alvarado, Yi-Shin Chen:
Gamification for informal terms lexicon building. 1372-1373 - William Leibzon:
Social network of software development at GitHub. 1374-1376
Posters/Demos Madness Session
- Yasin N. Silva, Christopher Rich, Deborah L. Hall:
BullyBlocker: Towards the identification of cyberbullying in social networking sites. 1377-1379 - Chenhui Zhang, Sida Gao, Jie Tang, Tracy Xiao Liu, Zhanpeng Fang, Xu Cheng:
Learning triadic influence in large social networks. 1380-1381 - Roberto Interdonato, Andrea Tagarelli, Dino Ienco, Arnaud Sallaberry, Pascal Poncelet:
Local community detection in multilayer networks. 1382-1383 - Yehonatan Cohen, Danny Hendler, Amir Rubin:
Node-centric detection of overlapping communities in social networks. 1384-1385 - Ze Li, Duoyong Sun, Jie Li, Zhanfeng Li:
Social network change detection using a genetic algorithm based back propagation neural network model. 1386-1387 - Mohan Timilsina, Brian Davis, Michael Taylor, Conor Hayes:
Towards predicting academic impact from mainstream news and weblogs: A heterogeneous graph based approach. 1388-1389 - Johnnatan Messias, João Paulo Diniz, Elias Soares, Miller Ferreira, Matheus Araújo, Lucas Bastos, Manoel Miranda, Fabrício Benevenuto:
Towards sentiment analysis for mobile devices. 1390-1391 - Taesung Lee, Seung-won Hwang, Zhongyuan Wang:
Trivia quiz mining using probabilistic knowledge. 1392-1393 - Paraskevas Tsantarliotis, Evaggelia Pitoura, Panayiotis Tsaparas:
Troll vulnerability in online social networks. 1394-1396 - Michael Ferron, Ken Q. Pu, Jaroslaw Szlichta:
ARC: A pipeline approach enabling large-scale graph visualization. 1397-1400 - Yasin N. Silva, Christopher Rich, Jaime Chon, Lisa M. Tsosie:
BullyBlocker: An app to identify cyberbullying in facebook. 1401-1405 - Majed A. AlRubaian, Muhammad Al-Qurishi, Mabrook Al-Rakhami, Mohammad Mehedi Hassan, Atif Alamri:
CredFinder: A real-time tweets credibility assessing system. 1406-1409 - Tahora H. Nazer, Fred Morstatter, Harsh Dani, Huan Liu:
Finding requests in social media for disaster relief. 1410-1413 - Chieh-Yang Huang, Lun-Wei Ku:
GiveMeExample: Learning confusing words by example sentences. 1414-1417 - Elvis Saravia, Chun-Hao Chang, Renaud Jollet De Lorenzo, Yi-Shin Chen:
MIDAS: Mental illness detection and analysis via social media. 1418-1421 - Andrew M. Pitts:
Polinode: A web application for the collection and analysis of network data. 1422-1425 - Eric Klukovich, Esra Erdin, Mehmet Hadi Gunes:
POSN: A privacy preserving decentralized social network app for mobile devices. 1426-1429 - Saumil Dharia, Vijesh Jain, Jvalant Patel, Jainikkumar Vora, Rizen Yamauchi, Magdalini Eirinaki, Iraklis Varlamis:
PRO-Fit: Exercise with friends. 1430-1433 - Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi, Caleb Horst, Kebra Thompson, Michael Nickels, Anderson C. A. Nascimento, Martine De Cock:
VirtualIdentity: Privacy preserving user profiling. 1434-1437 - Ruggero G. Pensa, Gianpiero di Blasi:
A centrality-based measure of user privacy in online social networks. 1438-1439
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