Society has reached a point of no return, one that leaves us completely reliant on omnipresent ICT-mediated communication. Mobile and sensor-rich portable devices connect millions of humans with Petabytes of data and numerous on-line services. However, tearing down the physical-digital barrier in a scalable fashion requires both radically novel algorithmic knowledge and in-depth understanding of humans and societies. We will deliver major theoretical advances in real-time intelligent information management of large datasets including online social networks, mobile devices and humans in physical space by delivering three functions: “alert”, by real-time location-aware knowledge acquisition, analysis and visualization; “response”, through on-demand composition and coordination of large teams; and effective “communication”, through recommendation and personalization.
Publication date
2015
JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 81, pp. 1373-1386. ISSN 0022-0000
Generalized Wong sequences and their applications to Edmonds' problems
In: Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (8845) Society for Industrial and Applied Mathematics (SIAM), Philadelphia, pp. 616-629.
Characterizing the easy-to-find subgraphs from the viewpoint of polynomial-time algorithms, kernels, and Turing kernels