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
2018
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 34 (5)., pp. 3089-3100. ISSN 1064-1246
Global citation recommendation using knowledge graphs
In: 29th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018 Society for Industrial and Applied Mathematics (SIAM), Philadelphia (PA), pp. 2357-2376.
Algorithms based on ∗-algebras, and their applications to isomorphism of polynomials with one secret, group isomorphism, and polynomial identity testing
In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques (APPROX/RANDOM 2018) Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Dagstuhl, pp. 1:1-1:15.
Polylogarithmic approximation algorithms for weighted-F-Deletion problems