NDLI: Identifying dynamics and collective behaviors in microblogging traces

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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)

Table of contents

ASONAM 2013 message from steering chair

Message from IEEE/ACM ASONAM 2013 general chairs

Welcome from the ASONAM 2013 program chairs

ASONAM 2013 program committee

Message from 2013 International Symposium on Foundations of Open Source Intelligence and Security Informatics chairs

FOSINT-SI 2013 program committee

Message from HI-BI-BI 2013 program chairs

HI-BI-BI 2013 program committee

Some computational challenges in mining social media

Unraveling daily human mobility motifs

Large graph mining - Patterns, explanations, and cascade analysis

ASONAM 2013 panel: The role of network analysis and mining community in the era of big data

The role of network analysis and mining in the era of big data: Panel summary

ASONAM 2013 tutorials

Analyzing the scalability of a social network of agents

The role of organization hierarchy in technology adoption at the workplace

Mobile Agent-Based approach for modeling the epidemics of communicable diseases

Hierarchical influence maximization for advertising in multi-agent markets

Game-theoretic approach for user migration in Diaspora

Incremental algorithm for updating betweenness centrality in dynamically growing networks

Centrality and mode detection in dynamic contact graphs; a joint diagonalisation approach

Social ranking techniques for the web

Analyzing the social ties and structure of contributors in Open Source Software community

A threshold method for Imbalanced Multiple Noisy Labeling

Distributed community detection in web-scale networks

Community detection by popularity based models for authored networked data

Community detection in content-sharing social networks

Incremental local community identification in dynamic social networks

Community mining in signed networks: A multiobjective approach

Community-based features for identifying spammers in Online Social Networks

On detecting Association-Based Clique Outliers in heterogeneous information networks

Battling the Internet water army: Detection of hidden paid posters

Guilt by association? Network based propagation approaches for gold farmer detection

Detect inflated follower numbers in OSN using star sampling

Frequent conceptual links and link-based clustering: A comparative analysis of two clustering techniques

Understanding evolving group structures in time-varying networks

Assessing group cohesion in homophily networks

TeamSkill and the NBA: Applying lessons from virtual worlds to the real-world

A spatial LDA model for discovering regional communities

Social moms and health: A multi-platform analysis of mommy communities

Modeling information diffusion and community membership using stochastic optimization

Evolution of coordination in scale-free and small world networks under information diffusion constraints

Information propagation in microblog networks

Simulating human mobility and information diffusion

A matter of time - intrinsic or extrinsic - for diffusion in evolving complex networks

Using explicit linguistic expressions of preference in social media to predict voting behavior

“Who's out there?” Identifying and ranking lurkers in social networks

A probabilistic graphical model for brand reputation assessment in social networks

Assessing network vulnerability in a community structure point of view

The social media genome: Modeling individual topic-specific behavior in social media

A study of user behavior on an online dating site

Estimation of exponential random graph models for large social networks via graph limits

Fixed points of graph peeling

Towards a faster network-centric subgraph census

The power of consensus: Random graphs have no communities

Multi-objective restructuring in social networks

Politics, sharing and emotion in microblogs

Secular vs. Islamist polarization in Egypt on Twitter

Predicting political preference of Twitter users

“w00t! feeling great today!” chatter in Twitter: identification and prevalence

Exploiting hashtags for adaptive microblog crawling

Spectral embedding for dynamic social networks

Academic network analysis: A joint topic modeling approach

Statistical analysis and implications of SNS search in under-developed countries

A statistical framework for streaming graph analysis

STONE: Shaping terrorist organizational network efficiency

How do people link? Analysis of contact structures in human face-to-face proximity networks

sonLP: Social network link prediction by principal component regression

Acquaintance or partner? Predicting partnership in online and location-based social networks

Link prediction in human mobility networks

The influence of feedback with different opinions on continued user participation in online newsgroups

I act, therefore I judge: Network sentiment dynamics based on user activity change

Using the length of the speech to measure the opinion

Graph-based informative-sentence selection for opinion summarization

Co-training over Domain-independent and Domain-dependent features for sentiment analysis of an online cancer support community

Deconstructing centrality: Thinking locally and ranking globally in networks

Computer science fields as ground-truth communities: Their impact, rise and fall

“You know Because I Know”: A multidimensional network approach to human resources problem

ASCOS: An Asymmetric network Structure COntext Similarity measure

Event identification for social streams using keyword-based evolving graph sequences

The best answers? Think twice: Online detection of commercial campaigns in the CQA forums

Graph-based Sybil Detection in social and information systems

Learning from the crowd: An evolutionary mutual reinforcement model for analyzing events

Preserving privacy and frequent sharing patterns for social network data publishing

Temporal influence over the Last.fm social network

Routing questions for collaborative answering in Community Question Answering

Narrowcasting in social media: Effects and perceptions

Towards explanation of scientific and technological emergence

Near real time assessment of social media using geo-temporal network analytics

Simmelian backbones: Amplifying hidden homophily in Facebook networks

Detecting stochastic temporal network motifs for human communication patterns analysis

Usable Object Management approaches for online social networks

Clustering memes in social media

A framework for detecting public health trends with Twitter

Network denoising in social media

Detecting changes in content and posting time distributions in social media

An exploration of discussion threads in social news sites: A case study of the Reddit community

Exploring friend's influence in cultures in Twitter

Finding influencers in networks using social capital

An agent-based approach to modeling online social influence

Identifying influential scholars in academic social media platforms

Novel user influence measurement based on user interaction in microblog

Choosing which message to publish on social networks: A contextual bandit approach

AdaM: Adaptive-Maximum imputation for neighborhood-based collaborative filtering

Towards a personalized, scalable, and exploratory academic recommendation service

A HITS-based POI recommendation algorithm for Location-Based Social Networks

A biased random walk recommender based on Rejection Sampling

Socialization and trust formation: A mutual reinforcement? An exploratory analysis in an online virtual setting

Dynamics of trust reciprocation in multi-relational networks

A model for recursive propagations of reputations in social networks

An algorithm for k-degree anonymity on large networks

Which links should I use? A variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs

Steeler nation, 12th man, and boo birds: Classifying Twitter user interests using time series

On the utility of abstraction in labeling actors in social networks

Analysis of publicly disclosed information in Facebook profiles

Recovering information recipients in social media via provenance

Influence of controlled and uncontrolled interventions on Twitter in different target groups

TopicFlow: Visualizing topic alignment of Twitter data over time

Evolution of communities on Twitter and the role of their leaders during emergencies

Semantically meaningful group detection within sub-communities of Twitter blogosphere: A topic oriented multi-objective clustering approach

Language independent gender classification on Twitter

Solving the missing node problem using structure and attribute information

Differential privacy for neighborhood-based Collaborative Filtering

Enhancing tag-based collaborative filtering via integrated social networking information

Cross-domain Scientific Collaborations prediction using citation

An interactive visualization interface for studying egocentric, categorical, contact diary datasets

Visual exploration of academic career paths

Visualization and modeling of structural features of a large organizational email network

Circles, posts and privacy in egocentric social networks: An exploratory visualization approach

Inside insider trading: Patterns & discoveries from a large scale exploratory analysis

Mining company networks for marketing insights and sales leads

Using social network knowledge for detecting spider constructions in social security fraud

Toward the next generation of recruitment tools: An online social network-based job recommender system

Chelsea won, and you bought a T-shirt: Characterizing the interplay between Twitter and e-commerce

Ant colony based approach to predict stock market movement from mood collected on Twitter

Identifying dynamics and collective behaviors in microblogging traces

A Twitter-based smoking cessation recruitment system

A social-aware multimedia system for interactive cultural and educational experiences

Predicting time-sensitive user locations from social media

Spatio-temporal mining of software adoption & penetration

Analysis of the reputation system and user contributions on a question answering website: StackOverflow

ChurnVis: Visualizing mobile telecommunications churn on a social network with attributes

Measurement and understanding of Cyberlocker URL-sharing sites: Focus on movie files

Measuring performance & interrelatedness in social networks of knowledge workers

Development and validation of an HIV risk scorecard model

A high performance algorithm for clustering of large-scale protein mass spectrometry data using multi-core architectures

Envisioning complexity in healthcare systems through social networks

The forecast for electronic health record access: Partly cloudy

Biomedical text disambiguation using UMLS

Combining information extraction and text mining for cancer biomarker detection

Mining nursing care plan from data extracted from hospital information system

MedCase: A template medical case store for case-based reasoning in medical decision support

Lab-on-a-Chip turns soft: Computer-aided, software-enabled microfluidics design

Disease evolution visualization through historized versions of medical images

Optometry training simulation with augmented reality and haptics

Simulation of Mobile Treatment Monitoring System

Efficient mobile services consumption in mHealth

A dissemination-based mobile web application framework for juvenile ideopathic arthritis patients

Towards a networks-enabled complexity profile for examining responsibility for decision-making by healthcare professionals

Detecting multiple aliases in social media

Game theoretic attack analysis in Online Social Network (OSN) services

LookingGlass: A visual intelligence platform for tracking online social movements

Improving the language of influence

Shallow parsing for recognizing threats in Dutch tweets

Social network intelligence analysis to combat street gang violence

Online activity traces around a “Boston bomber”

Surveillance of sentiment and affect in open source text

Which crime features are important for criminal network members?

Data intensive review mining for sentiment classification across heterogeneous domains

eWar - Reality of future wars

An analyst-adaptive approach to Focused Crawlers

Enhancing text clustering model based on Truncated Singular Value Decomposition, fuzzy ART and Cross Validation

PREVE: A Policy Recommendation Engine based on Vector Equilibria applied to reducing LeT's attacks

Mobile electronic triaging for emergency response improvement through crowdsourced and sensor-detected information

Envisioning compexity in healthcare systems using discrete event simulation and social network analysis

What do large networks look like?

#Egypt: Visualizing Islamist vs. secular tension on Twitter

Structural and collaborative properties of team science networks

Identifying unreliable sources of skill and competency information

Community detection in social networks through similarity virtual networks

OverCite: Finding overlapping communities in citation network

Researcher-guide networking: A case of renewable energy research

OLAPing social media: The case of Twitter

Monitoring and analyzing customer feedback through social media platforms for identifying and remedying customer problems

Opinion mining and semantic analysis of touristic social networks

GASNA: Greedy algorithm for social network anonymization

Exploiting online social data in ontology learning for event tracking and emergency response

Familiar Strangers detection in online social networks

Efficient mining of frequent itemsets in social network data based on MapReduce framework

Propagating online social networks via different kinds of weak ties

Content matters: A study of hate groups detection based on social networks analysis and web mining

Standard deviations of degree differences as indicators of mixing patterns in complex networks

Prediction of movies box office performance using social media

Discovering hot topics using Twitter streaming data social topic detection and geographic clustering

Evolution of friendship network and daily activities of high school students

On the use of mobility data for discovery and description of social ties

Howcare: A personal health cloud archive and care-partners' community

Compensatory seeding in networks with varying avaliability of nodes

Incremental closeness centrality for dynamically changing social networks

Analyzing the impact of social media on social movements: A computational study on Twitter and the Occupy Wall Street movement

Trust based recommendation systems

3D visualization of the simulation research results of new method for cooperative of a group of mobile agents for swarm behavior simulation

Visualizing the network of software agents for verification of Multiagent Systems

Reciprocity in innovation contest communities reciprocity vs. free-riding in an environment of competition

Different approaches to community evolution prediction in blogosphere

Active learning and inference method for within network classification

REPLOT: Retrieving profile links on Twitter for suspicious networks detection

Enriching employee ontology for enterprises with knowledge discovery from social networks

Human sensing for smart cities

Human mobility and predictability enriched by social phenomena information

Non-intrusive detection of psycho-social dimensions using sociolinguistics

Recommender system by grasping individual preference and influence from other users

Competition over timeline in social networks

Homing Socialbots: Intrusion on a specific organization's employee using Socialbots

What kind of network are you? - Using local and global characteristics in network categorisation tasks

A comparison of Web robot and human requests

Fuzzy classification in web usage mining using fuzzy quantifiers

An empirical analysis of a network of expertise

A network science approach to Modelling and predicting empathy

Sentiment analysis of Hollywood movies on Twitter

A study on Twitter user-follower network a network based analysis

A probability based subnet selection method for hot event detection in sina weibo microblogging

Personality, movie preferences, and recommendations

Indifferent attachment: The role of degree in ranking friends

Determining credibility from social network structure

Two types of Twitter users with equally many followers

On predicting Twitter trend: Factors and models

Real-time emotion classification of tweets

A distributed algorithm for community detection in large graphs

Maximizing influence of viral marketing via evolutionary user selection

Topic model-based link community detection with adjustable range of overlapping

Network similarity via multiple social theories

Location-specific tweet detection and topic summarization in Twitter

Link prediction in multi-relational collaboration networks

What is he/she like?: Estimating Twitter user attributes from contents and social neighbors

Temporal subgraph isomorphism

Integrating heterogeneous information within a social network for detecting communities

TUCAN: Twitter User Centric ANalyzer

Toward characterizing a more significant identity of core structure within dynamic social network

Emoticon recommendation system for effective communication

DelayFlow centrality for identifying critical nodes in transportation networks

A workbench to construct and re-use network analysis workflows - Concept, implementation, and example case

Identifying user attributes through non-i.i.d. multi-instance learning

Cancelable fusion using Social Network Analysis

A new rumor propagation model and control strategy on social networks

Structure and attributes community detection benchmark and a novel selection method

Visualizing the impact of time series data for predicting user interactions

Networks and network analysis for defence and security

On the value of weak ties for modeling interventions in online health communities

OpenEHR-based pervasive health information system for primary care: First Brazilian experience for public care

Summary: A System for the Automated Author Attribution of Text and Instant Messages

Content feature enrichment for analyzing trust relationships in web forums

Mining tourist routes using flickr traces

Role discovery based on sociology attributes clustering in Sina Microblog

Towards a unified agent-based approach for real time computer forensic evidence collection

Using lexicometry and vocabulary analysis techniques to detect a signature for web profile

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

2011 International Conference on Advances in Social Networks Analysis and Mining

2010 International Conference on Advances in Social Networks Analysis and Mining

2009 International Conference on Advances in Social Network Analysis and Mining

Identifying dynamics and collective behaviors in microblogging traces

Content Provider	IEEE Xplore Digital Library
Author	Huan-Kai Peng Marculescu, R.
Copyright Year	2013
Description	Author affiliation: Carnegie Mellon Univ., Pittsburgh, PA, USA (Huan-Kai Peng; Marculescu, R.)
Abstract	Microblogging disseminates realtime information through dynamic user interactions. While it is intuitive that such interactions may generate patterns, it is difficult to identify and characterize them in satisfactory detail. In this paper, we propose using a combination of dynamic graphs and time-series to study the dynamics and collective behaviors in microblogging. To enable automatic pattern identification, a distance metric is developed to incorporate the heterogeneous aspects of the dynamical interactions. We demonstrate the effectiveness of the proposed approach using a month long Twitter dataset and show that the new representation and distance metric are both essential for discovering the patterns of collective microblogging, such as propagation of breaking news, advertisement, social movement, and interest group formation.
Sponsorship	IEEE Comput. Soc.
Starting Page	846
Ending Page	853
File Size	390286
Page Count	8
File Format	PDF
ISBN	9781450322409
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-25
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	ACM and IEEE
Subject Keyword	Conferences Aggregates Time series analysis Twitter Collective behavior Complexity theory Dynamic graph Equations
Content Type	Text
Resource Type	Article

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