Videos of talks and tutorials

My full video bibliography (over 80,000 views) at Videolectures.net

Selected talks

	Challenges in mining large-scale network data. Keynote at the 2012 IEEE Intl. Conf. on Data Mining (ICDM), 2012.
	How users evaluate each other in social media. Keynote at the 2012 ACM Recommendery systems (RecSys), 2012.
	Human Navigation in Networks. Keynote at the 2012 ACM Hypertext, 2012.
	Memories Are Made of These. Talk at the 2012 DLD conference, 2012.
	Web as a laboratory for studying humanity. Talk at the 2011 U.S. Kavli Frontiers of Science symposium, 2011.
	Tutorial on Social Media Analytics. Tutorial at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011.
	Correcting for Missing Data in Information Cascades. Paper presentation at the ACM International Conference on Web Search and Data Mining (WSDM), 2011.
	Rhythms of Information Flow through Networks. Invited talk at the 8th Extended Semantic Web Conference (ESWC), 2011.
	Predicting Positive and Negative Links in Online Social Networks. Paper presentation at the ACM World Wide Web Conference (WWW), 2010.
	Empirical Comparison of Algorithms for Network Community Detection. Paper presentation at the ACM World Wide Web Conference (WWW), 2010.
	Governance in Social Media: A Case Study of the Wikipedia Promotion Process. Paper presentation at the AAAI International Conference of Weblogs and Social Media (ICWSM), 2010.
	Large Networks, Clusters and Kronecker Products. Invited talk at the ILP/MLG/SRL collocated International conferences/workshops on learning from relational, graph-based and probabilistic knowledge, 2009.
	Meme-tracking and the dynamics of the news cycle. Paper presentation at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009.
	Dynamics of Large Networks. Dissertation award talk at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2009.
	Modeling Social and Information Networks: Opportunities for Machine Learning. Tutorial at the International Conference on Machine Learning (ICML), 2009.
	Dynamics of large networks. PhD thesis defense at Carnegie Mellon University, 2009 More than 7,500 views on Videolectures!
	Tools for large graph mining: structure and diffusion. Tutorial the ACM Wordl Wide Web (WWW) conference, 2008. Tutorial has 4 parts: Statistical properties and models, Diffusion and cascading behavior, Matrix tools for large graphs, and Case studies.
	Microscopic Evolution of Social Networks. Paper presentation the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2008.
	Cost-effective Outbreak Detection in Networks. Solomon seminar, 2008.
	Dynamics of Real-World Networks. My job talk given at the University of Washington, 2008.
	Mining Large Graphs: Laws and Tools. Tutorial at the ECML/PKDD, 2007. More than 2,500 views on Videolectures!
	Cost-effective Outbreak Detection in Networks. Paper presentation at the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2007.
	Diffusion and Cascading Behavior in Networks. Tutorial at NATO Advanced Study Institute on Mining Massive Data Sets for Security, 2007.
	Scalable Modeling of Real Graphs using Kronecker Multiplication. Paper presentation at the International Conference on Machine Learning (ICML), 2007.
	Dynamics of Real-world Networks. PhD thesis proposal at Carnegie Mellon University, 2007 More than 1,000 views on Videolectures!
	Modeling real-world networks using Kronecker multiplication. Solomono seminar, 2007.

Talks Slovenian

	Velika socialna omrezja: od Instant Messengerja do Facebooka. Kvarkadabra, Hisa eksperimentov Ljubljana, 2009.
	Analiza svetovnega socialnega omrezja: Omrezje pogovorov MSN Messenger. Kiberpipa, Ljubljana, 2008.
	Ucenje povzemanja besedil s pretvorbo v semanticno mrezo. Undergrad thesis defense, University of Ljubljana, 2004.