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ACM Computing Surveys (CSUR), ISSN 0360-0300, 07/2014, Volume 47, Issue 1, pp. 1 - 36
Evolutionary network analysis has found an increasing interest in the literature because of the importance of different kinds of dynamic social networks, email... 
dynamic graphs | Network analysis | temporal graphs | Dynamic graphs | Temporal graphs | GRAPH | MATRIX | LAWS | Algorithms | LINK-PREDICTION-PROBLEM | CLASSIFICATION | COMPUTER SCIENCE, THEORY & METHODS | DISCOVERY | Usage | Evolutionary algorithms | Data mining | Methods
Journal Article
ACM Computing Surveys, ISSN 0360-0300, 07/2014, Volume 47, Issue 1, p. 1
  Evolutionary network analysis has found an increasing interest in the literature because of the importance of different kinds of dynamic social networks,... 
Studies | Algorithms | Social networks | Data mining | Impact analysis
Journal Article
ACM Transactions on Knowledge Discovery from Data (TKDD), ISSN 1556-4681, 02/2016, Volume 10, Issue 3, pp. 1 - 28
The problem of discovering information flow trends in social networks has become increasingly relevant due to the increasing amount of content in online social... 
influencer analysis | information flows | Network analysis | Information flows | Influencer analysis | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Algorithms | COMPUTER SCIENCE, INFORMATION SYSTEMS | NETWORKS | Networks | Information flow | Trend analysis | Social networks | Data mining | Flexibility | Streams
Journal Article
Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012, 2012, pp. 624 - 635
Conference Proceeding
Social Network Analysis and Mining, ISSN 1869-5450, 12/2014, Volume 4, Issue 1, pp. 1 - 13
The existing methods for finding influencers use the process of information diffusion to discover the nodes with the maximum expected information spread. These... 
Complex Networks | Methodology of the Social Sciences | Game Theory, Economics, Social and Behav. Sciences | Computer Science | Data Mining and Knowledge Discovery | Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law
Journal Article
01/2014, ISBN 9781321590609
Social, collaboration and information networks are rich in interactions through the exchange of different types of content, such as video, audio, text, short... 
Computer science
Dissertation
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 03/2012, pp. 1897 - 1900
Matrix factorization from a small number of observed entries has recently garnered much attention as the key ingredient of successful recommendation systems.... 
collaborative filtering | recommendation systems | Noise | Collaboration | Hidden Markov models | Probabilistic logic | Kalman filtering | learning | Covariance matrix | Kalman filters | Noise measurement | expectation-maximization
Conference Proceeding
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8726, Issue 3, pp. 130 - 146
Conference Proceeding
Proceedings of the 25th ACM International on conference on information and knowledge management, 10/2016, Volume 24-28-, pp. 2185 - 2190
Recommender systems have become increasingly popular in recent years because of the broader popularity of many web-enabled electronic commerce applications.... 
recommender systems | neighborhood model | data streams | streaming recommendations
Conference Proceeding
26th International World Wide Web Conference, WWW 2017, 2017, pp. 597 - 606
Conference Proceeding
Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013, 2013, pp. 324 - 332
Conference Proceeding
04/2019
In one embodiment, a method includes identifying a first user node that corresponds to a first user of a social-networking system for whom recommendation... 
ELECTRIC COMMUNICATION TECHNIQUE | TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION | COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS | COMPUTING | COUNTING | PHYSICS | CALCULATING | ELECTRICITY
Patent
26th International World Wide Web Conference 2017, WWW 2017 Companion, 2019, pp. 555 - 563
Conference Proceeding
Proceedings of the Ninth ACM International Conference on web search and data mining, 02/2016, pp. 493 - 502
Influence analysis is an important problem in social network analysis due to its impact on viral marketing and targeted advertisements. Most of the existing... 
influence analysis | tracking influencer | influence maximization | querying influencer | social streams
Conference Proceeding
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