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  1. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 (ASONAM '15)
  2. Archetypal Networks
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Uncovering News-Twitter Reciprocity via Interaction Patterns
Influence modelling using bounded rationality in social networks
Near Linear-Time Community Detection in Networks with Hardly Detectable Community Structure
Tweet Sentiment: From Classification to Quantification
Utilizing Non-QA Data to Improve Questions Routing for Users with Low QA Activity in CQA
The Influence of Social Status on Consensus Building in Collaboration Networks
Social ties and checkin sites: Connections and latent structures in Location Based Social Networks
Identification of Key Locations based on Online Social Network Activity
A Longitudinal Study of the Google App Market
Toward Understanding the Mobile Social Properties: An Analysis on Instagram Photo-Sharing Network
On the Skewed Degree Distribution of Hierarchical Networks
Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application
If walls could talk: Patterns and anomalies in Facebook wallposts
Networking in Child Exploitation: Assessing disruption strategies using registrant information
Spectral Embedding of Directed Networks
Measuring Article Quality in Wikipedia using the Collaboration Network
Exploring a Scalable Solution to Identifying Events in Noisy Twitter Streams
Using weak ties to understand resource usage behaviors in an online community of educators
Time-aware Egocentric network-based User Profiling
Differentially Private Publication of Social Graphs at Linear Cost
Leveraging Rating Behavior to Predict Negative Social Ties
Combining Local and Social Network Classifiers to Improve Churn Prediction
A Comparative Evaluation of Urban Fabric Detection Techniques Based on Mobile Traffic Data
3D DynNetVis: A 3D Visualization Technique for Dynamic Networks
Assessing the Translational Capacity of Five CTSA Institutions
Hackers Topology Matter Geography: Mapping the Dynamics of Repeated System Trespassing Events Networks
Social Network Analysis of TV Drama Characters via Deep Concept Hierarchies
Optimal Influence Strategies in Social Networks
Social networks with multiple relationship semantics
Classification of Trading Networks with Combinatorial Optimization
Identifying Digital Threats in a Hacker Web Forum
Detectability of Low-Rate HTTP Server DoS Attacks using Spectral Analysis
Real-time Classification of Malicious URLs on Twitter using Machine Activity Data
An Approach to Designing a Network Security-based Application for Communications Safety
Sentiment Crawling: Extremist Content Collection through a Sentiment Analysis Guided Web-Crawler
A Graph-Based Method for Analyzing Electronic Medical Records
Preclinical Tests for Cerebral Stroke
Management of duplicate members on websites
Development and Evaluation of Multi-Agent Models Predicting Twitter Trends in Multiple Domains
Complex Network Analysis on Distributed Systems: An Empirical Comparison
Using Arabic Microblogs Features in Determining Credibility
Appropriateness of Search Engines, Social Networks, and Directly Approaching Friends to Satisfy Information Needs
Community Detection in Multiplex Networks using Locally Adaptive Random Walks
Local rules associated to k-communities in an attributed graph
Classifying Stocks using P-Trees and Investor Sentiment
Privacy Tips: Would it be ever possible to empower online social-network users to control the confidentiality of their data?
Understanding community patterns in large attributed social networks
A Hybrid Epidemic Model for Antinormative Behavior in Online Social Networks
The Fragility of Twitter Social Networks Against Suspended Users
Social Influence Computation and Maximization in Signed Networks with Competing Cascades
Community-Based Prediction of Activity Change in Skype
Fine-Grained Geolocalisation of Non-Geotagged Tweets
Pairwise structural role mining for user categorization in information cascades
Multi-state Open Opinion Model based on Positive and Negative Social Influences
Hierarchies, Ties and Power in Organisational Networks: Model and Analysis
Network vs Market Relations: The Effect of Friends in Crowdfunding
Topological Resilience Analysis of Supply Networks under Random Disruptions and Targeted Attacks
Human behaviour in different social medias: A case study of Twitter and Disqus
Network Completion with Node Similarity: A Matrix Completion Approach with Provable Guarantees
Unsupervised Graph-Based Patterns Extraction for Emotion Classification
Leak Sinks: The Threat of Targeted Social Eavesdropping
Predicting Small Group Accretion in Social Networks: A topology based incremental approach
I/O Efficient Algorithms for Exact Distance Queries on Disk-Resident Dynamic Graphs
Beyond Friendships and Followers: The Wikipedia Social Network
Prominent Users Detection during Specific Events by Learning On- and Off-topic Features of User Activities
Hunting Organization-Targeted Socialbots
Analysis of Spatially Oriented Topic Versatility over Time on Social Media
Trust Inference in Online Social Networks
Improving Information Spread through a Scheduled Seeding Approach
AFRAID: Fraud Detection via Active Inference in Time-evolving Social Networks
Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists
A reliable and evolutive web application to detect social capitalists
Policy Oriented Exchange Networks: Was a Copenhagen Climate Treaty Possible?: Scientific Analysis Providing New Insights for Agreement and a Better Treaty for the Planet
Semantics-Based Cross-domain Collaboration Recommendation in the Life Sciences: Preliminary Results
Exploring the Italian Erasmus Agreements by a Network Analysis Perspective
Weak Signals as Predictors of Real-World Phenomena in Social Media
Detection of Top-K Central Nodes in Social Networks: A Compressive Sensing Approach
Leveraging Pittsburgh's Energy Efficiency Social Network to Predict Next Adopters
Identifying Disruptive Events from Social Media to Enhance Situational Awareness
Cyber-Deception and Attribution in Capture-the-Flag Exercises
Malware Task Identification: A Data Driven Approach
Tactics, weapons, targets and rationale behind the actions of the mostly operational terrorist groups across Europe
Evaluating Criminal Networks with PEVNET
An Evaluation of Self-training Styles for Domain Adaptation on the Task of Splice Site Prediction
Regularizing predicted complexes by mutually exclusive protein-protein interactions
BDSP: A Big Data Start Platform
Sequential All Frequent Itemsets Detection: A Method to Detect All Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data Structure and ARPaD Algorithm
A Dynamic Modularity Based Community Detection Algorithm for Large-scale Networks: DSLM
A Case Study for the Churn Prediction in Turksat Internet Service Subscription
Twitter Population Sample Bias and its impact on predictive outcomes: a case study on elections
MuNeG: The Framework for Multilayer Network Generator
Centrality for graphs with numerical attributes
Deciding Resilient Criminal Networks
Finding compact communities in large graphs
Predicting Community Evolution based on Time Series Modeling
Analyzing the activity of a person in a chat by combining network analysis and fuzzy logic
A Tempest in a Teacup? Analyzing Firestorms on Twitter
Combining Propensity and Influence Models for Product Adoption Prediction
Local Community Detection via Flow Propagation
#mytweet via Instagram: Exploring User Behaviour across Multiple Social Networks
On Mining Lifestyles from User Trip Data
Extracting Diffusion Channels from Real-World Social Data: a Delay-Agnostic Learning of Transmission Probabilities
Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks
Reciprocal Recommendation System for Online Dating
Combining Heterogeneous Data Sources for Civil Unrest Forecasting
Breaking the News: Extracting the Sparse Citation Network Backbone of Online News Articles
Exploiting Phase Transitions for the Efficient Sampling of the Fixed Degree Sequence Model
Little Bad Concerns: Using Sentiment Analysis to Assess Structural Balance in Communication Networks
DIVa: Decentralized Identity Validation for Social Networks
Recurrent Subgraph Prediction
Structure-Preserving Sparsification of Social Networks
Collaboration Signatures Reveal Scientific Impact
Forecasting High Tide: Predicting Times of Elevated Activity in Online Social Media
Community Detection in Social Network with Pairwisely Constrained Symmetric Non-Negative Matrix Factorization
Multi-Level Anomaly Detection on Time-Varying Graph Data
Who is More Positive in Private? Analyzing Sentiment Differences across Privacy Levels and Demographic Factors in Facebook Chats and Posts
From Coincidence to Purposeful Flow? Properties of Transcendental Information Cascades
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support
Query-based Graph Cuboid Outlier Detection
A Test-Bed for Generating Social Graphs and Recommending Named Groups from Email
Generating Social Network Data: Lessons Learned from Field Research in Ghana's Petroleum Sector
Archetypal Networks
The invisible cultural heritage in spatial organization
A Time-Variant and Non-Linear Model of Opinion Formation in Social Networks
Investigating the Structural Characteristics of Cascades on Tumblr
Linear Threshold Model in Temporal Networks: Seed Selection for Social Influence
Story Detection Using Generalized Concepts and Relations
Real-time monitoring of Twitter traffic by using semantic networks
Birds of a Feather Flock Together: The Accidental Communities of Spammers
A System for Analyzing Criminal Social Networks
An Authentication Model for IoT Clouds
Decision Making and Support in Healthcare Online Social Networks
Epitope mapping and antigenic evaluation of Helicobacter pylori Urease subunit beta fragment
Big Data and the Regulation of Financial Markets
The Impact of Students And TAs' Participation on Students' Academic Performance in MOOC
Modeling Individuals and Making Recommendations Using Multiple Social Networks
Implementation of Chaotic Analysis on Retweet Time Series
Email Conversation Network Analysis: Work Groups and Teams in Organizations
Generating Multidimensional Social Network to Simulate the Propagation of Information
Overcoming Data Scarcity of Twitter: Using Tweets as Bootstrap with Application to Autism-Related Topic Content Analysis
Parsing-based Sarcasm Sentiment Recognition in Twitter Data
Community-Preserving Generalization of Social Networks
Revealing contact patterns among high-school students using maximal cliques in link streams
AttitudeBuzz: Using Social Media Data to Localize Complex Attitudes
Reverse Engineering Socialbot Infiltration Strategies in Twitter
Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion
CS-ComDet: A Compressive Sensing Approach for Inter-Community Detection in Social Networks
Weibo, and a Tale of Two Worlds
Public Information Exposure Detection: Helping Users Understand Their Web Footprints
Rumor Spreading Maximization and Source Identification in a Social Network
Identification and characterization of cyberbullying dynamics in an online social network
"Got to have faith!": The DEvOTION algorithm for delurking in social networks
Targeted Dot Product Representation for Friend Recommendation in Online Social Networks
Investigating the types and effects of missing data in multilayer networks
Social Restricted Boltzmann Machine: Human Behavior Prediction in Health Social Networks
Multiplex networks: a Generative Model and Algorithmic Complexity
Social Network Analysis of Program Committees and Paper Acceptance Fairness
Event Detection: Exploiting Socio-Physical Interactions in Physical Spaces
Community-centric analysis of user engagement in Skype social network
Modeling Social Network Topology with Variable Social Vector Clocks
Believe it or Not? Analyzing Information Credibility in Microblogs
Finding the Right Social Media Site for Questions
Revealing Censored Information Through Comments and Commenters in Online Social Networks
A Visual Framework for Clustering Memes in Social Media
Analyzing Event Opinion Transition through Summarized Emotion Visualization
Is the corporate elite disintegrating?: Interlock boards and the Mizruchi hypothesis
Mining Social Media Streams to Improve Public Health Allergy Surveillance
Voting algorithm in the play Julius Caesar
Social Circle Discovery in Ego-Networks by Mining the Latent Structure of User Connections and Profile Attributes
Predicting Community Evolution in Social Networks
Information Extraction of Regulatory Enforcement Actions: From Anti-Money Laundering Compliance to Countering Terrorism Finance
Bipartite Network Model for Inferring Hidden Ties in Crime Data
Demonstrating Social Support from Autism Bloggers Community on Twitter
Predicting candidate epitopes on Ebolaviruse for possible vaccine development
Energy Efficiency in Data Stream Mining
Enhancing Link Prediction in Twitter using Semantic User Attributes
The Full Story: Automatic detection of unique news content in Microblogs
The Good, the Bad and their Kins: Identifying Questions with Negative Scores in StackOverflow
Predicting Swedish Elections with Twitter: A Case for Stochastic Link Structure Analysis
A multiplex-network based approach for clustering ensemble selection
RedTweet: Recommendation Engine for Reddit
Graph-Based Term Weighting for Text Categorization
Tempus Fugit: The Impact of Time in Knowledge Mobilization Networks
Dynamics of Multi-Campaign Propagation in Online Social Networks
Presence of an Ecosystem: a Catalyst in the Knowledge Building Process in Crowdsourced Annotation Environments
Role and position detection in networks: reloaded
HyperCubeMap: Optimal Social Network Ad Allocation Using Hyperbolic Embedding
Influence of the Null-Model on Motif Detection
Interaction Prediction in Dynamic Networks exploiting Community Discovery
Discovering Obscure Sightseeing Spots by Analysis of Geo-tagged Social Images
Careful what you share in six seconds: Detecting cyberbullying instances in Vine
Characterization of Cross-posting Activity for Professional Users Across Major OSNs
Privacy Concerns vs. User Behavior in Community Question Answering
Identifying Influential Users in On-line Support Forums using Topical Expertise and Social Network Analysis
EmoViz: Mining the World's Interest through Emotion Analysis
Fast community structure local uncovering by independent vertex-centred process
Social Interactions vs Revisions, What Is Important for Promotion in Wikipedia?
Importance of Data Mining in Healthcare: A Survey
Inside Chronic Autoimmune Disease Communities: A Social Networks Perspective to Crohn's Patient Behavior and Medical Information
Time Frame based Link Prediction in Directed Citation Networks
Time Evolution of the Importance of Nodes in dynamic Networks
Mining Open and Crowdsourced Data to Improve Situational Awareness for Railway
Diffusion and adoption of dynamic electricity tariffs: An agent-based modeling approach
Spanning graph for maximizing the influence spread in Social Networks
Multi-layered graph-based model for social engineering vulnerability assessment
Influence Propagation over Large Scale Social Networks
Enriching Arabic Tweets Representation based on Web Search Engine and the Rough Set Theory
Actions Are Louder than Words in Social Media
Node Embeddings in Social Network Analysis
Towards Topic Following in Heterogeneous Information Networks
Finding Non-Redundant Multi-Word Events on Twitter
A Dynamic Algorithm for Local Community Detection in Graphs
Star Search: Effective Subgroups in Collaborative Social Networks
MUNA: a Multiplex Network Analysis Library
Finding Relations Between Diseases by Age-Series Based Supervised Link Prediction
Research on the Shanghai Cooperation Organization Network Architecture from the Big Data Perspective
Streaming Linear Regression on Spark MLlib and MOA
Inferring Friendship from Check-in Data of Location-Based Social Networks
Analyzing Link Dynamics in Scientific Collaboration Networks: A Social Yield Based Perspective
TipMe: Personalized advertising and aspect-based opinion mining for users and businesses
Influence Maximization Problem for Unknown Social Networks
EnTwine: Feature Analysis and Candidate Selection for Social User Identity Aggregation
Social Event Extraction: Task, Challenges and Techniques
An approach from statistical mechanics for collaborative business social network reconstruction
Predicting Email Recipients
A New Label Propagation With Dams
Towards the Identification of Players' Profiles Using Game's Data Analysis Based on Regression Model and Clustering
Feature Extraction and Analysis for Identifying Disruptive Events from Social Media
Rumor Spreading Modeling: Profusion versus Scarcity
Exploring Visual Stability in Dynamic Graph Drawings: A Case Study
GraphExploiter: Creation, Visualization and Algorithms on graphs
A Methodology for Applying Social Network Analysis Metrics to Biological Interaction Networks
The Impact of Co-evolution of Dynamic Networks upon Adolescent Deviant Behaviors
Posting behavior in Social Networks and Content Active Filtering
Features for mood prediction in social media
Incorporating Big Data and Social Sensors in a Novel Early Warning System of Dengue Outbreaks
Finding Posts in Digital Libraries of Authors with Garbled Names
A Multistage Credibility Analysis Model for Microblogs
Is Normalized Mutual Information a Fair Measure for Comparing Community Detection Methods?
Trend detection in social networks using Hawkes processes
Mining Streaming Tweets for Real-Time Event Credibility Prediction in Twitter
Modelling time evolving interactions in networks through a non stationary extension of stochastic block models
On Influence Maximization to Target Users in the Presence of Multiple Acceptances
Opinion Mining in Twitter How to Make Use of Sarcasm to Enhance Sentiment Analysis
Overlapping Communities via k-Connected Ego Centered Groups
Phonetic Normalization of Microtext
Privacy Preservation in Social networks through alpha: anonymization techniques
Reconstructing Dynamic Social Network by Choosing Local Maximum Degree Substitute
Reformulations of the Map Equation for Community Finding and Blockmodelling
Signed Social Networks: Link Prediction and Overlapping Community Detection
Toward Order-of-Magnitude Cascade Prediction
Uncovering the Structure of Knowledge Exchange in a MOOC Discussion Forum
Understanding Spreading Patterns on Social Networks Based on Network Topology

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Archetypal Networks

Content Provider ACM Digital Library
Author D'Esposito, Maria Rosaria Ragozini, Giancarlo
Abstract In this paper we propose a method to analyze and synthesize a set of N networks that refer to a common scenario and that are comparable among each other. Examples of this type of data are: a set of collaboration networks, each defined for a different scientific field; or a set of ego networks, where egos belong to a same category; a set of governance networks, etc. For these kind of sets of networks it can be of interest to find a small number of representative networks that can serve as a condensed view of the data set. In a statistical perspective this goal amount to find a small number of networks that are able to typify the network structures starting from the observed ones. In addition, these networks should have a clear and interpretable profile in terms of their most relevant features and their specificity in contrast to the others. Given the set of N networks, we propose to find these representative networks by using the archetypal analysis, yielding what we call Archetypal Networks. The Archetypal Networks can serve to understand the data structure, as benchmarks for the other networks, and are useful also to compare networks among each other. We exemplify the proposed procedure by analyzing a set of 36 governance networks of public structures devoted to provide youth services and referring to 36 different territorial districts in Campania region in Italy. Our results highlight the presence of different network structures that can be interpreted in terms of the governance forms established in literature.
Starting Page 807
Ending Page 814
Page Count 8
File Format PDF
ISBN 9781450338547
DOI 10.1145/2808797.2808837
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-08-25
Publisher Place New York
Access Restriction Subscribed
Content Type Text
Resource Type Article
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