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3rd ASONAM 2011: Kaohsiung, Taiwan
- International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011. IEEE Computer Society 2011, ISBN 978-0-7695-4375-8
ASONAM 2011 Full Papers
Contextual Social Network Analysis
- Matteo Magnani, Luca Rossi:
The ML-Model for Multi-layer Social Networks. 5-12 - Yuto Yamaguchi, Toshiyuki Amagasa, Hiroyuki Kitagawa:
Tag-based User Topic Discovery Using Twitter Lists. 13-20 - Kathy Macropol, Ambuj K. Singh:
Content-based Modeling and Prediction of Information Dissemination. 21-28 - Marina Danilevsky, Joshua M. Hailpern, Jiawei Han:
SCENE: Structural Conversation Evolution NEtwork. 29-36 - Qing Ke, Yuxiao Dong, Bin Wu:
Efficient Search in Networks Using Conductance. 37-44 - Christophe Thovex, Francky Trichet:
A Semantic and Multidisciplinary Model for Professional and Social Networks Analysis. 45-52 - Iraklis Varlamis, George Tsatsaronis:
Visualizing Bibliographic Databases as Graphs and Mining Potential Research Synergies. 53-60
Community Discovery and Analysis
- Manish Gupta, Charu C. Aggarwal, Jiawei Han, Yizhou Sun:
Evolutionary Clustering and Analysis of Bibliographic Networks. 63-70 - Qi Ye, Bin Wu, Zhixiong Zhao, Bai Wang:
Detecting Link Communities in Massive Networks. 71-78 - Bo Yang, Jing Huang, Dayou Liu:
A Random Network Ensemble Model Based Generalized Network Community Mining Algorithm. 79-86 - Christos Giatsidis, Dimitrios M. Thilikos, Michalis Vazirgiannis:
Evaluating Cooperation in Communities with the k-Core Structure. 87-93 - Freddy Chong Tat Chua, Ee-Peng Lim:
Modeling Bipartite Graphs Using Hierarchical Structures. 94-101 - Fergal Reid, Aaron F. McDaid, Neil J. Hurley:
Partitioning Breaks Communities. 102-109 - Liang-Cheng Huang, Tso-Jung Yen, Seng-cho Timothy Chou:
Community Detection in Dynamic Social Networks: A Random Walk Approach. 110-117
Recommendation
- Yizhou Sun, Rick Barber, Manish Gupta, Charu C. Aggarwal, Jiawei Han:
Co-author Relationship Prediction in Heterogeneous Bibliographic Networks. 121-128 - Nicola Barbieri:
Regularized Gibbs Sampling for User Profiling with Soft Constraints. 129-136 - Hendrik Wermser, Achim Rettinger, Volker Tresp:
Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition. 137-144 - Jyi-Shane Liu, Ke-Chih Ning:
Applying Link Prediction to Ranking Candidates for High-Level Government Post. 145-152
Privacy and Security
- Bruce M. Kapron, Gautam Srivastava, S. Venkatesh:
Social Network Anonymization via Edge Addition. 155-162 - Guido Barbian:
Assessing Trust by Disclosure in Online Social Networks. 163-170 - Mohammad A. Tayebi, Laurens Bakker, Uwe Glässer, Vahid Dabbaghian:
Locating Central Actors in Co-offending Networks. 171-179 - Hsin-Chang Yang, Chung-Hong Lee:
Post-Level Spam Detection for Social Bookmarking Web Sites. 180-185
Misbehavior and Crime Detection
- Jenq-Haur Wang, Ming-Sheng Lin:
Using Inter-comment Similarity for Comment Spam Detection in Chinese Blogs. 189-194 - Ruaylong Lee, Roozbeh Nia, Jason Hsu, Karl N. Levitt, Jeff Rowe, Shyhtsun Felix Wu, Shaozhi Ye:
Design and Implementation of FAITH, An Experimental System to Intercept and Manipulate Online Social Informatics. 195-202 - Koji Maruhashi, Fan Guo, Christos Faloutsos:
MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis. 203-210
Information Acquisition and Establishment of Social Relations
- Mathilde Forestier, Julien Velcin, Djamel A. Zighed:
Extracting Social Networks to Understand Interaction. 213-219 - Baoshi Yan, Lokesh Bajaj, Anmol Bhasin:
Entity Resolution Using Social Graphs for Business Applications. 220-227 - Michael Farrugia, Neil Hurley, Aaron J. Quigley:
SNAP: Towards a Validation of the Social Network Assembly Pipeline. 228-235
Temporal Analysis on Social Network Topologies
- Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han:
Dynamic Social Influence Analysis through Time-Dependent Factor Graphs. 239-246 - Piotr Bródka, Stanislaw Saganowski, Przemyslaw Kazienko:
Group Evolution Discovery in Social Networks. 247-253 - Chung-Hong Lee, Hsin-Chang Yang, Tzan-Feng Chien, Wei-Shiang Wen:
A Novel Approach for Event Detection by Mining Spatio-temporal Information on Microblogs. 254-259
Scalability in Social Network Analysis
- Ryan Lichtenwalter, Nitesh V. Chawla:
DisNet: A Framework for Distributed Graph Computation. 263-270 - Matthias Bröcheler, Andrea Pugliese, V. S. Subrahmanian:
Probabilistic Subgraph Matching on Huge Social Networks. 271-278
Dynamic Social Networks
- Darcy A. Davis, Ryan Lichtenwalter, Nitesh V. Chawla:
Multi-relational Link Prediction in Heterogeneous Information Networks. 281-288 - Juan Lang, Shyhtsun Felix Wu:
Social Network User Lifetime. 289-296 - Elsa Negre, Rokia Missaoui, Jean Vaillancourt:
Predicting a Social Network Structure Once a Node Is Deleted. 297-304 - Tomoyuki Yuasa, Susumu Shirayama:
A New Analysis Method for Simulations Using Node Categorizations. 305-312 - Pei-Chun Ko, Vincent Buskens:
Dynamics of Adolescent Friendships: The Interplay between Structure and Gender. 313-320 - Usha Sridhar, Sridhar Mandyam:
Information Sources Driving Social Influences: A New Model for Belief Learning in Social Networks. 321-327 - Chien-Tung Ho, Cheng-Te Li, Shou-De Lin:
Modeling and Visualizing Information Propagation in a Micro-blogging Platform. 328-335 - Georgios Lappas:
From Web Mining to Social Multimedia Mining. 336-343 - Tuan-Anh Hoang, Ee-Peng Lim, Palakorn Achananuparp, Jing Jiang, Loo-Nin Teow:
Modeling Socialness in Dynamic Social Networks. 344-350
Application of SNA
- Han-Chang Huang, Hung-Yu Kao:
CAIS: Community Based Annotation Insight Search in a Folksonomy Network. 353-360 - Xiao Yu, Ang Pan, Lu-An Tang, Zhenhui Li, Jiawei Han:
Geo-Friends Recommendation in GPS-based Cyber-physical Social Network. 361-368
ASONAM 2011 Short Papers
Contextual Social Network Analysis
- Yu-Chin Liu, Ti-Lin Chueh, Yun-Shan Cheng:
A Hybrid Approach to Discover MEC Interview Data with the Hierarchical Value Map of Social Networking Sites as an Example. 373-376 - Charles Perez, Marc Lemercier, Babiga Birregah, Alain Corpel:
SPOT 1.0: Scoring Suspicious Profiles on Twitter. 377-381 - Yuxiao Dong, Qing Ke, Bai Wang, Bin Wu:
Link Prediction Based on Local Information. 382-386
Community Discovery and Analysis
- Slah Alsaleh, Richi Nayak, Yue Xu:
Finding and Matching Communities in Social Networks Using Data Mining. 389-393 - Yang Yang, Yizhou Sun, Saurav Pandit, Nitesh V. Chawla, Jiawei Han:
Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks. 394-397 - Ting-Lin Lee, In-Chen Tu:
The Way of Joining Consortia Leads to a Good Performance: A Case of Taiwan Bike Industry. 398-402 - Chien-Hsing Wu, Shu-Chen Kao, JiWei Chang, KaiYing Chen:
A Comparison of Cognitive Styles on the Behavior of Obtaining Knowledge: Field Independence vs. Field Dependence. 403-404
Recommendation Systems
- Lin Chen, Richi Nayak, Yue Xu:
A Recommendation Method for Online Dating Networks Based on Social Relations and Demographic Information. 407-411 - Yin-Fu Huang, San-Des Lin:
Applying Multidimensional Association Rule Mining to Feedback-Based Recommendation Systems. 412-417 - Kai-Yu Wang, Narongsak Thongpapanl, Hui-Ju Wu, I-Hsien Ting:
Identifying Structural Heterogeneities between Online Social Networks for Effective Word-of-Mouth Marketing. 418-422 - Stamatina Thomaidou, Michalis Vazirgiannis:
Multiword Keyword Recommendation System for Online Advertising. 423-427 - Daniel Chapsky:
Leveraging Online Social Networks and External Data Sources to Predict Personality. 428-433 - Johann Stan, Viet-Hung Do, Pierre Maret:
Semantic User Interaction Profiles for Better People Recommendation. 434-437 - Kyong Jin Shim, Kuo-Wei Hsu, Jaideep Srivastava:
Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network. 438-442
Privacy and Security
- Sean Chester, Gautam Srivastava:
Social Network Privacy for Attribute Disclosure Attacks. 445-449 - Kyung Soo Cho, Jae Yoel Yoon, Iee Joon Kim, Ji Yeon Lim, Seung Kwan Kim, Ung-Mo Kim:
Mining Information of Anonymous User on a Social Network Service. 450-453
Misbehavior and Crime Detection
- Muhammad Atif Qureshi, Arjumand Younus, Nasir Touheed, M. Shahid Qureshi, Muhammad Saeed:
Discovering Irrelevance in the Blogosphere through Blog Search. 457-460 - Sarwat Nizamani, Nasrullah Memon, Uffe Kock Wiil, Panagiotis Karampelas:
CCM: A Text Classification Model by Clustering. 461-467 - Fatih Özgül, Claus Atzenbeck, Zeki Erdem:
How Much Similar Are Terrorists Networks of Istanbul? 468-472
Information Acquisition and Establishment of Social Relations
- J. Antonio Rivero Ostoic:
Dyadic Patterns in Multiple Networks. 475-481
Temporal Analysis of Social Network Topologies
- Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi:
Foundations of Multidimensional Network Analysis. 485-489 - Michele Berlingerio, Michele Coscia, Fosca Giannotti:
Finding and Characterizing Communities in Multidimensional Networks. 490-494
Scalability in Social Network Analysis
- Piotr Bródka, Pawel Stawiak, Przemyslaw Kazienko:
Shortest Path Discovery in the Multi-layered Social Network. 497-501 - Bo Yang, Jiming Liu:
Discovering Explorative Patterns from Real-World Complex Networks. 502-506 - Ting Ting Qin, Satoshi Fujita:
Automatic Tag Attachment Scheme for Efficient File Search in Peer-to-Peer File Sharing Systems. 507-511
Dynamic Social Networks
- Michalis Rallis, Michalis Vazirgiannis:
Rank Prediction in Graphs with Locally Weighted Polynomial Regression and EM of Polynomial Mixture Models. 515-519 - Shahadat Uddin, Liaquat Hossain:
Time Scale Degree Centrality: A Time-Variant Approach to Degree Centrality Measures. 520-524
Application of SNA
- Chen Liang, Sharath Hiremagalore, Angelos Stavrou, Huzefa Rangwala:
Predicting Network Response Times Using Social Information. 527-531 - Min-Feng Wang, Sie-Long Jheng, Meng-Feng Tsai, Cheng-Hsien Tang:
Enterprise Email Classification Based on Social Network Features. 532-536 - Onur Can Sert, Kayhan Dursun, Tansel Özyer:
Ensemble of Multi-objective Clustering Unified with H-Confidence Metric as Validity Metric. 537-541
ASONAM 2011 Poster Papers
- Gerard Cabunducan, Ralph Castillo, John Boaz Lee:
Voting Behavior Analysis in the Election of Wikipedia Admins. 545-547 - Jau-Hwang Wang, Chien-Lung Lin:
An Association Model Based on Modus Operandi Mining for Implicit Crime Link Construction. 548-550 - Jianhua Hou, Han Chen:
Countries Co-citation Network and Research Fronts of International Energy Technology. 551-552 - S. Aarthi, S. Bharanidharan, M. Saravanan, V. Anand:
Predicting Customer Demographics in a Mobile Social Network. 553-554 - Ye Conghuan:
Dense Subgroup Identifying in Social Network. 555-556 - Y. Kiran Babu, T. Narendra Babu, B. Ramesh:
Minimizing Interference through Channel Assignment in Multiradio Wireless Mesh Networks. 557-558 - JooYoung Lee, Yue Duan, Jae C. Oh, Wenliang Du, Howard Blair, Lusha Wang, Xing Jin:
Automatic Reputation Computation through Document Analysis: A Social Network Approach. 559-560 - Kyong Jin Shim, Kuo-Wei Hsu, Jaideep Srivastava:
Effects of Mentoring on Player Performance in Massively Multiplayer Online Role-Playing Games (MMORPGs). 561-562 - Jason J. Jung:
Towards Named Entity Recognition Method for Microtexts in Online Social Networks: A Case Study of Twitter. 563-564 - Kai Chen, Yi Zhou, Li Song, Xiaokang Yang:
Building Artificial Identities in Social Network Using Semantic Information. 565-566 - Ram Babu Roy, Uttam Kumar Sarkar:
A Social Network Approach to Examine the Role of Influential Stocks in Shaping Interdependence Structure in Global Stock Markets. 567-569
ASONAM 2011 Workshops
The First Workshop on Social Network Analysis in Applications (SNAA 2011)
- Qinna Wang, Eric Fleury:
Community Detection with Fuzzy Community Structure. 575-580 - Krzysztof Juszczyszyn, Marcin Budka, Katarzyna Musial:
The Dynamic Structural Patterns of Social Networks Based on Triad Transitions. 581-586 - Dipankar Das, Sivaji Bandyopadhyay:
Emotions on Bengali Blog Texts: Role of Holder and Topic. 587-592 - Anna Zygmunt, Piotr Bródka, Przemyslaw Kazienko, Jaroslaw Kozlak:
Different Approaches to Groups and Key Person Identification in Blogosphere. 593-598 - Krzysztof Jedrzejewski, Mikolaj Morzy:
Opinion Mining and Social Networks: A Promising Match. 599-604 - Fang-Ling Lin, Guey-Fa Chiou:
Social Brokerage behind Knowledge Sharing. 605-610 - Wei-Lun Chang, Sian-Ting Lin:
Analyzing Personality Correlation of Social Network in Organizations. 611-617 - Arjumand Younus, Muhammad Atif Qureshi, Fiza Fatima Asar, Muhammad Azam, Muhammad Saeed, Nasir Touheed:
What Do the Average Twitterers Say: A Twitter Model for Public Opinion Analysis in the Face of Major Political Events. 618-623 - Jun-Ming Chen, Ying-Ying Chen, Yeali S. Sun, Meng Chang Chen:
A Novel Approach for Developing Automatic Knowledge Construction and Diagnostic System for Tag-Based Learning Environment. 624-625
Cyberpsychological Analysis of Social Network Sites and User Behavior (CASNSUB 2011)
- Shiro Uesugi:
Effects of Personality Traits on Usage of Social Networking Service. 629-634 - Yu-Lung Wu, Yu-Hui Tao, Ching-Pu Li, Pei-Chi Yang, Guo-Shin Huang:
The Moderating Role of Virtual Community Cohesion and Critical Mass on the Link between Online-Game Website Service Quality and Play Satisfaction. 635-640 - M. C. Chang, Shirley D. Gregor:
Encouraging Participation in Virtual Community with Classified Facilitation Mechanisms: A Perspective from Online Communication Needs and Behaviors. 641-646 - Yohko Orito, Hitoshi Okada, Hidenobu Sai:
Private Information Transmission on the Consumer Generated Media: Information Privacy in the Japanese Context. 647-649 - Chian-Hsueng Chao:
Reconceptualizing the Mechanism of Internet Human Flesh Search: A Review of the Literature. 650-655 - Chih Yang Chao, Chia-Sung Yen, Shih-Chun Yang, Tien-Hui Yeh, Yi-Inn Sun:
The Organizational Justice Strategies to Affect Learning Performance and Self-Efficacy: A Case Study in Campus Media News Gathering. 656-663
The Third International Workshop on Mining Social Networks for Decision Support (MSNDS 2011)
- I-Mei Lin, Yuan-Chu Hwang:
Exploring the Social Network Relationships on Hostility Behaviors. 667-671 - Pei-Shan Chang, I-Hsien Ting, Shyue-Liang Wang:
Towards Social Recommendation System Based on the Data from Microblogs. 672-677 - Yi-Ning Tu, Jia-Lang Seng:
Evaluating the Impact Power of Authors via Bayesian Estimation of Authors' Social Connections. 678-684 - Chen-Shu Wang, I-Hsien Ting, Yu-Chieh Li:
Taiwan Academic Network Discussion via Social Networks Analysis Perspective. 685-689 - Qin Wu, Robert Duval, Edgar Fuller, Xingqin Qi, Cun-Quan Zhang, Arian Spahiu, Kyle Christensen:
Modeling Network Changes: Systemic Centrality in Foreign Policy Interaction Analysis. 690-695 - Sreedhar Bhukya:
Discover Academic Experts in Novel Social Network Model. 696-700
The First International Workshop on Mobile Social Networks (MSN 2011)
- Yao Hua Ho, Yao Chuan Wu, Meng Chang Chen, Tsun-Jui Wen, Yeali S. Sun:
GPS Data Based Urban Guidance. 703-708 - Bi-Ru Dai, Chang-Yi Lee, Chih-Heng Chung:
A Framework of Recommendation System Based on Both Network Structure and Messages. 709-714 - M. Saravanan, S. Buveneswari, S. Divya, V. Ramya:
Bayesian Filters for Mobile Recommender Systems. 715-721 - Cheng-Ta Yang, Wen-Sheng Chang, Fan-Ning Cheng, Wei-Guang Teng:
Assessing Media Relevance via Eye Tracking. 722-727 - Jianhua Shao:
Mobile Engagement. 728-731
The First International Workshop on Cloud Computing in Social Networks (CCSN 2011)
- I-Hsien Ting, Chia-Hung Lin, Chen-Shu Wang:
Constructing a Cloud Computing Based Social Networks Data Warehousing and Analyzing System. 735-740 - Bo-Wen Yang, Wen-Chih Tsai, An-Pin Chen, Singh Ramandeep:
Cloud Computing Architecture for Social Computing - A Comparison Study of Facebook and Google. 741-745 - Chien-Chih Tu, An-Pin Chen:
Building a Learning Games Network in Cloud Learning Platform Based on Immigrant Education. 746-750 - Mao-Ping Wen, Hsio-Yi Lin, An-Pin Chen, Chyan Yang:
An Integrated Home Financial Investment Learning Environment Applying Cloud Computing in Social Network Analysis. 751-754
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