Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Efficient identification of Web communities
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining knowledge-sharing sites for viral marketing
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On the bursty evolution of blogspace
WWW '03 Proceedings of the 12th international conference on World Wide Web
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Information diffusion through blogspace
ACM SIGKDD Explorations Newsletter
The predictive power of online chatter
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Deriving wishlists from blogs show us your blog, and we'll tell you what books to buy
Proceedings of the 15th international conference on World Wide Web
Community discovery and analysis in blogspace
Proceedings of the 15th international conference on World Wide Web
A social hypertext model for finding community in blogs
Proceedings of the seventeenth conference on Hypertext and hypermedia
BlogRank: ranking weblogs based on connectivity and similarity features
AAA-IDEA '06 Proceedings of the 2nd international workshop on Advanced architectures and algorithms for internet delivery and applications
The Long Tail: Why the Future of Business Is Selling Less of More
The Long Tail: Why the Future of Business Is Selling Less of More
Naked Conversations: How Blogs are Changing the Way Businesses Talk with Customers
Naked Conversations: How Blogs are Changing the Way Businesses Talk with Customers
We the Media: Grassroots Journalism by the People, for the People
We the Media: Grassroots Journalism by the People, for the People
Splog detection using self-similarity analysis on blog temporal dynamics
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
A study of communities and influence in blogosphere
Proceedings of the 2nd SIGMOD PhD workshop on Innovative database research
Blogosphere: research issues, tools, and applications
ACM SIGKDD Explorations Newsletter
Discovering leaders from community actions
Proceedings of the 17th ACM conference on Information and knowledge management
Tapping on the potential of q&a community by recommending answer providers
Proceedings of the 17th ACM conference on Information and knowledge management
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Link Mining for a Social Bookmarking Web Site
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Adaptive subjective triggers for opinionated document retrieval
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Modeling information-seeker satisfaction in community question answering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Blogging at work and the corporate attention economy
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Is Wikipedia growing a longer tail?
Proceedings of the ACM 2009 international conference on Supporting group work
An endorser discovering mechanism for social advertising
Proceedings of the 11th International Conference on Electronic Commerce
Identifying bloggers with marketing influence in the blogosphere
Proceedings of the 11th International Conference on Electronic Commerce
Evaluation of User Reputation on YouTube
OCSC '09 Proceedings of the 3d International Conference on Online Communities and Social Computing: Held as Part of HCI International 2009
Identifying Influential Bloggers: Time Does Matter
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Blog cascade affinity: analysis and prediction
Proceedings of the 18th ACM conference on Information and knowledge management
An analysis of information diffusion in the blog world
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Mining Influential Bloggers: From General to Domain Specific
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
Utilizing Social Relationships for Blog Popularity Mining
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Finding leaders from opinion networks
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
The information diffusion model in the blog world
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
Using a model of social dynamics to predict popularity of news
Proceedings of the 19th international conference on World wide web
Separating the reputation and the sociability of online community users
Proceedings of the 2010 ACM Symposium on Applied Computing
Discovery of latent subcommunities in a blog's readership
ACM Transactions on the Web (TWEB)
Finding effectors in social networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Modeling the social dynamics of online discussion sites
Proceedings of the International Workshop on Modeling Social Media
OOLAM: an opinion oriented link analysis model for influence persona discovery
Proceedings of the fourth ACM international conference on Web search and data mining
Entity Resolution and Information Quality
Entity Resolution and Information Quality
Identifying influential bloggers using blogs semantics
Proceedings of the 8th International Conference on Frontiers of Information Technology
Identifying representative reviewers in internet social media
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Individual behavior and social influence in online social systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Identifying topic experts and topic communities in the blogspace
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Who should share what?: item-level social influence prediction for users and posts ranking
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
User reputation in a comment rating environment
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting vulnerability to secure user privacy on a social networking site
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering shakers from evolving entities via cascading graph inference
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Influence and passivity in social media
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Grooming analysis modeling the social interactions of online discussion groups
MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
Group Profiling for Understanding Social Structures
ACM Transactions on Intelligent Systems and Technology (TIST)
Social and behavioural media access
SBNMA '11 Proceedings of the 2011 ACM workshop on Social and behavioural networked media access
Exploring social influence via posterior effect of word-of-mouth recommendations
Proceedings of the fifth ACM international conference on Web search and data mining
Impact and degree of user sociability in social media
Information Sciences: an International Journal
User generated content consumption and social networking in knowledge-sharing OSNs
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Analyzing and tracking weblog communities using discriminative collection representatives
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Sentiment propagation in social networks: a case study in livejournal
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Identification of influential social networkers
International Journal of Web Based Communities
A model for popularity dynamics to predict hot articles in discussion blog
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
Potential topics discovery from topic frequency transition with semi-supervised learning
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Adaptive topic community tracking in social network
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Real-World behavior analysis through a social media lens
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Discovering influencers for marketing in the blogosphere
Information Sciences: an International Journal
Conversation retrieval for microblogging sites
Information Retrieval
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users
ACM Transactions on Intelligent Systems and Technology (TIST)
On the Relationship between Novelty and Popularity of User-Generated Content
ACM Transactions on Intelligent Systems and Technology (TIST)
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Multi-Layer network for influence propagation over microblog
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
ACM Transactions on Management Information Systems (TMIS)
Designing user interfaces for social media driven digital preservation and information retrieval
ICCHP'12 Proceedings of the 13th international conference on Computers Helping People with Special Needs - Volume Part I
Maximizing benefits from crowdsourced data
Computational & Mathematical Organization Theory
Understanding online groups through social media
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Opinion and suggestion analysis for expert recommendations
Proceedings of the Workshop on Semantic Analysis in Social Media
Evaluating geo-social influence in location-based social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
The early-adopter graph and its application to web-page recommendation
Proceedings of the 21st ACM international conference on Information and knowledge management
Representative reviewers for Internet social media
Expert Systems with Applications: An International Journal
Structuring the discourse on social networks for learning: Case studies on blogs and microblogs
Computers in Human Behavior
A peek into the future: predicting the evolution of popularity in user generated content
Proceedings of the sixth ACM international conference on Web search and data mining
Models and algorithms for social influence analysis
Proceedings of the sixth ACM international conference on Web search and data mining
How influential are you: detecting influential bloggers in a blogging community
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Measuring Blog Influence: Recognition, Activity Generation, and Novelty
International Journal of Interactive Communication Systems and Technologies
Contributor profiles, their dynamics, and their importance in five q&a sites
Proceedings of the 2013 conference on Computer supported cooperative work
Knowledge construction in an outsider community: Extending the communities of practice concept
Computers in Human Behavior
Online Social Advertising via Influential Endorsers
International Journal of Electronic Commerce
Identifying influential twitter users in the 2011 egyptian revolution
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
How Well-Connected Individuals Help Spread Influences -- Analyses Based on Preferential Voter Model
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Extracting Celebrities from Online Discussions
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Predicting Stock Market Using Online Communities Raw Web Traffic
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Meme ranking to maximize posts virality in microblogging platforms
Journal of Intelligent Information Systems
Learning from the crowd: an evolutionary mutual reinforcement model for analyzing events
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Exploring celebrity dynamics on Twitter
Proceedings of the 5th IBM Collaborative Academia Research Exchange Workshop
Efficient community detection with additive constrains on large networks
Knowledge-Based Systems
Exploiting local and global social context for recommendation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Proceedings of the 19th international conference on Intelligent User Interfaces
Affinity-driven blog cascade analysis and prediction
Data Mining and Knowledge Discovery
Extracting news blog hot topics based on the W2T Methodology
World Wide Web
Roles in social networks: Methodologies and research issues
Web Intelligence and Agent Systems
Discovering content-based behavioral roles in social networks
Decision Support Systems
Mining influential bloggers: From general to domain specific, from explicit to implicit
International Journal of Knowledge-based and Intelligent Engineering Systems
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Blogging becomes a popular way for a Web user to publish information on the Web. Bloggers write blog posts, share their likes and dislikes, voice their opinions, provide suggestions, report news, and form groups in Blogosphere. Bloggers form their virtual communities of similar interests. Activities happened in Blogosphere affect the external world. One way to understand the development on Blogosphere is to find influential blog sites. There are many non-influential blog sites which form the "the long tail". Regardless of a blog site being influential or not, there are influential bloggers. Inspired by the high impact of the influentials in a physical community, we study a novel problem of identifying influential bloggers at a blog site. Active bloggers are not necessarily influential. Influential bloggers can impact fellow bloggers in various ways. In this paper, we discuss the challenges of identifying influential bloggers, investigate what constitutes influential bloggers, present a preliminary model attempting to quantify an influential blogger, and pave the way for building a robust model that allows for finding various types of the influentials. To illustrate these issues, we conduct experiments with data from a real-world blog site, evaluate multi-facets of the problem of identifying influential bloggers, and discuss unique challenges. We conclude with interesting findings and future work