NDLI: Discovering Explorative Patterns from Real-World Complex Networks

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2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)

2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)

2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013)

2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

2011 International Conference on Advances in Social Networks Analysis and Mining

Table of Contents

Message from the General Chairs

Message from the Program Chairs

Conference Sponsors

Conference Committee

Program Committee

External Reviewers

Invited Keynote Speakers

The ML-Model for Multi-layer Social Networks

Tag-based User Topic Discovery Using Twitter Lists

Content-based Modeling and Prediction of Information Dissemination

SCENE: Structural Conversation Evolution NEtwork

Efficient Search in Networks Using Conductance

A Semantic and Multidisciplinary Model for Professional and Social Networks Analysis

Visualizing Bibliographic Databases as Graphs and Mining Potential Research Synergies

Evolutionary Clustering and Analysis of Bibliographic Networks

Detecting Link Communities in Massive Networks

A Random Network Ensemble Model Based Generalized Network Community Mining Algorithm

Evaluating Cooperation in Communities with the k-Core Structure

Modeling Bipartite Graphs Using Hierarchical Structures

Partitioning Breaks Communities

Community Detection in Dynamic Social Networks: A Random Walk Approach

Co-author Relationship Prediction in Heterogeneous Bibliographic Networks

Regularized Gibbs Sampling for User Profiling with Soft Constraints

Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition

Applying Link Prediction to Ranking Candidates for High-Level Government Post

Social Network Anonymization via Edge Addition

Assessing Trust by Disclosure in Online Social Networks

Locating Central Actors in Co-offending Networks

Post-Level Spam Detection for Social Bookmarking Web Sites

Using Inter-comment Similarity for Comment Spam Detection in Chinese Blogs

Design and Implementation of FAITH, An Experimental System to Intercept and Manipulate Online Social Informatics

MultiAspectForensics: Pattern Mining on Large-Scale Heterogeneous Networks with Tensor Analysis

Extracting Social Networks to Understand Interaction

Entity Resolution Using Social Graphs for Business Applications

SNAP: Towards a Validation of the Social Network Assembly Pipeline

Dynamic Social Influence Analysis through Time-Dependent Factor Graphs

Group Evolution Discovery in Social Networks

A Novel Approach for Event Detection by Mining Spatio-temporal Information on Microblogs

DisNet: A Framework for Distributed Graph Computation

Probabilistic Subgraph Matching on Huge Social Networks

Multi-relational Link Prediction in Heterogeneous Information Networks

Social Network User Lifetime

Predicting a Social Network Structure Once a Node Is Deleted

A New Analysis Method for Simulations Using Node Categorizations

Dynamics of Adolescent Friendships: The Interplay between Structure and Gender

Information Sources Driving Social Influences: A New Model for Belief Learning in Social Networks

Modeling and Visualizing Information Propagation in a Micro-blogging Platform

From Web Mining to Social Multimedia Mining

Modeling Socialness in Dynamic Social Networks

CAIS: Community Based Annotation Insight Search in a Folksonomy Network

Geo-Friends Recommendation in GPS-based Cyber-physical Social Network

A Hybrid Approach to Discover MEC Interview Data with the Hierarchical Value Map of Social Networking Sites as an Example

SPOT 1.0: Scoring Suspicious Profiles on Twitter

Link Prediction Based on Local Information

Finding and Matching Communities in Social Networks Using Data Mining

Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks

The Way of Joining Consortia Leads to a Good Performance: A Case of Taiwan Bike Industry

A Comparison of Cognitive Styles on the Behavior of Obtaining Knowledge: Field Independence vs. Field Dependence

A Recommendation Method for Online Dating Networks Based on Social Relations and Demographic Information

Applying Multidimensional Association Rule Mining to Feedback-Based Recommendation Systems

Identifying Structural Heterogeneities between Online Social Networks for Effective Word-of-Mouth Marketing

Multiword Keyword Recommendation System for Online Advertising

Leveraging Online Social Networks and External Data Sources to Predict Personality

Semantic User Interaction Profiles for Better People Recommendation

Modeling Player Performance in Massively Multiplayer Online Role-Playing Games: The Effects of Diversity in Mentoring Network

Social Network Privacy for Attribute Disclosure Attacks

Mining Information of Anonymous User on a Social Network Service

Discovering Irrelevance in the Blogosphere through Blog Search

CCM: A Text Classification Model by Clustering

How Much Similar Are Terrorists Networks of Istanbul?

Dyadic Patterns in Multiple Networks

Foundations of Multidimensional Network Analysis

Finding and Characterizing Communities in Multidimensional Networks

Shortest Path Discovery in the Multi-layered Social Network

Discovering Explorative Patterns from Real-World Complex Networks

Automatic Tag Attachment Scheme for Efficient File Search in Peer-to-Peer File Sharing Systems

Rank Prediction in Graphs with Locally Weighted Polynomial Regression and EM of Polynomial Mixture Models

Time Scale Degree Centrality: A Time-Variant Approach to Degree Centrality Measures

Predicting Network Response Times Using Social Information

Enterprise Email Classification Based on Social Network Features

Ensemble of Multi-objective Clustering Unified with H-Confidence Metric as Validity Metric

Voting Behavior Analysis in the Election of Wikipedia Admins

An Association Model Based on Modus Operandi Mining for Implicit Crime Link Construction

Countries Co-citation Network and Research Fronts of International Energy Technology

Predicting Customer Demographics in a Mobile Social Network

Dense Subgroup Identifying in Social Network

Minimizing Interference through Channel Assignment in Multiradio Wireless Mesh Networks

Automatic Reputation Computation through Document Analysis: A Social Network Approach

Effects of Mentoring on Player Performance in Massively Multiplayer Online Role-Playing Games (MMORPGs)

Towards Named Entity Recognition Method for Microtexts in Online Social Networks: A Case Study of Twitter

Building Artificial Identities in Social Network Using Semantic Information

A Social Network Approach to Examine the Role of Influential Stocks in Shaping Interdependence Structure in Global Stock Markets

Community Detection with Fuzzy Community Structure

The Dynamic Structural Patterns of Social Networks Based on Triad Transitions

Emotions on Bengali Blog Texts: Role of Holder and Topic

Different Approaches to Groups and Key Person Identification in Blogosphere

Opinion Mining and Social Networks: A Promising Match

Social Brokerage behind Knowledge Sharing

Analyzing Personality Correlation of Social Network in Organizations

What Do the Average Twitterers Say: A Twitter Model for Public Opinion Analysis in the Face of Major Political Events

A Novel Approach for Developing Automatic Knowledge Construction and Diagnostic System for Tag-Based Learning Environment

Effects of Personality Traits on Usage of Social Networking Service

The Moderating Role of Virtual Community Cohesion and Critical Mass on the Link between Online-Game Website Service Quality and Play Satisfaction

Encouraging Participation in Virtual Community with Classified Facilitation Mechanisms: A Perspective from Online Communication Needs and Behaviors

Private Information Transmission on the Consumer Generated Media: Information Privacy in the Japanese Context

Reconceptualizing the Mechanism of Internet Human Flesh Search: A Review of the Literature

The Organizational Justice Strategies to Affect Learning Performance and Self-Efficacy: A Case Study in Campus Media News Gathering

Exploring the Social Network Relationships on Hostility Behaviors

Towards Social Recommendation System Based on the Data from Microblogs

Evaluating the Impact Power of Authors via Bayesian Estimation of Authors' Social Connections

Taiwan Academic Network Discussion via Social Networks Analysis Perspective

Modeling Network Changes: Systemic Centrality in Foreign Policy Interaction Analysis

Discover Academic Experts in Novel Social Network Model

GPS Data Based Urban Guidance

A Framework of Recommendation System Based on Both Network Structure and Messages

Bayesian Filters for Mobile Recommender Systems

Assessing Media Relevance via Eye Tracking

Mobile Engagement

Constructing a Cloud Computing Based Social Networks Data Warehousing and Analyzing System

Cloud Computing Architecture for Social Computing - A Comparison Study of Facebook and Google

Building a Learning Games Network in Cloud Learning Platform Based on Immigrant Education

An Integrated Home Financial Investment Learning Environment Applying Cloud Computing in Social Network Analysis

Publisher's Information

2010 International Conference on Advances in Social Networks Analysis and Mining

2009 International Conference on Advances in Social Network Analysis and Mining

Discovering Explorative Patterns from Real-World Complex Networks

Content Provider	IEEE Xplore Digital Library
Author	Bo Yang Jiming Liu
Copyright Year	2011
Abstract	The ability to discover patterns of networks is fundamental for structural analysis applied to them. Many ubiquitous patterns demonstrated by real-world networks have been discovered, and corresponding tools for finding them also have been developed. Although existing works have greatly improved our understanding on networks, it is still challenging to precisely model and predict their behaviors mainly because their non-trivial structures usually consists of many fold coexisting patterns which cannot be appropriately and totally uncovered by a single tool exclusively designed for pre-defined ones. In this work, we take an effort to address this issue by introducing a parameter-free algorithm aiming to discover such patterns hidden in an explorative network.
Starting Page	502
Ending Page	506
File Size	555509
Page Count	5
File Format	PDF
ISBN	9781612847580
DOI	10.1109/ASONAM.2011.47
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-07-25
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Communities Complex networks complex network Probability distribution social network mining Data mining Channel coding
Content Type	Text
Resource Type	Article

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