Fredman-Kolmo´s bounds and information theory
SIAM Journal on Algebraic and Discrete Methods
An introduction to Kolmogorov complexity and its applications (2nd ed.)
An introduction to Kolmogorov complexity and its applications (2nd ed.)
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Kolmogorov Random Graphs and the Incompressibility Method
SIAM Journal on Computing
Information Dynamics in the Networked World
Information Systems Frontiers
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Algorithms for estimating relative importance in networks
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Fast discovery of connection subgraphs
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying sets of key players in a social network
Computational & Mathematical Organization Theory
Automated social hierarchy detection through email network analysis
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Anomaly detection in data represented as graphs
Intelligent Data Analysis
Identifying authoritative actors in question-answering forums: the case of Yahoo! answers
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient algorithms for segmentation of item-set time series
Data Mining and Knowledge Discovery
An Information Theory Approach to Identify Sets of Key Players
EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics
Segmentation and Automated Social Hierarchy Detection through Email Network Analysis
Advances in Web Mining and Web Usage Analysis
An approach for temporal analysis of email data based on segmentation
Data & Knowledge Engineering
IEEE Transactions on Multimedia - Special issue on integration of context and content
Multi-modality in one-class classification
Proceedings of the 19th international conference on World wide web
Mining personal social features in the community of email users
SOFSEM'08 Proceedings of the 34th conference on Current trends in theory and practice of computer science
On utilising social networks to discover representatives of human communities
International Journal of Intelligent Information and Database Systems
Analysing information flows and key mediators through temporal centrality metrics
Proceedings of the 3rd Workshop on Social Network Systems
Dynamic context-sensitive PageRank for expertise mining
SocInfo'10 Proceedings of the Second international conference on Social informatics
A comparison of two different types of online social network from a data privacy perspective
MDAI'11 Proceedings of the 8th international conference on Modeling decisions for artificial intelligence
A human-centric runtime framework for mixed service-oriented systems
Distributed and Parallel Databases
SISP: a new framework for searching the informative subgraph based on PSO
Proceedings of the 20th ACM international conference on Information and knowledge management
Phrases that signal workplace hierarchy
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
A social network analysis approach to detecting suspicious online financial activities
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Identifying influential users by their postings in social networks
Proceedings of the 3rd international workshop on Modeling social media
Forecasting in the NBA and other team sports: Network effects in action
ACM Transactions on Knowledge Discovery from Data (TKDD)
Detecting power relations from written dialog
ACL '12 Proceedings of ACL 2012 Student Research Workshop
MDAI'12 Proceedings of the 9th international conference on Modeling Decisions for Artificial Intelligence
How influential are you: detecting influential bloggers in a blogging community
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Entropy Based Sensitivity Analysis and Visualization of Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Analyzing Communication Interaction Networks (CINs) in enterprises and inferring hierarchies
Computer Networks: The International Journal of Computer and Telecommunications Networking
Crowdsourcing tasks to social networks in BPEL4People
World Wide Web
| Hi-index | 0.00 |
A major problem in social network analysis and link discovery is the discovery of hidden organizational structure and selection of interesting influential members based on low-level, incomplete and noisy evidence data. To address such a challenge, we exploit an information theoretic model that combines information theory with statistical techniques from area of text mining and natural language processing. The Entropy model identifies the most interesting and important nodes in a graph. We show how entropy models on graphs are relevant to study of information flow in an organization. We review the results of two different experiments which are based on entropy models. The first version of this model has been successfully tested and evaluated on the Enron email dataset.