*Title:* Hitting Sets Online *Speaker:* Guy Even, Tel-Aviv University *Abstract: *We consider the hitting set problem in an online setting. In this setting a hypergraph over a ground set X is unknown in advance. A sequence of hyperedges S_i (i.e., S_i is a subset of X) arrive one by one in an online fashion. Upon arrival of a hyperedge S_i, the algorithm must select an element in S_i. The goal is to select as few elements as possible. We define a new hypergraph property, called the hitting set competitive ratio of H. This property equals the smallest competitive ratio of an online algorithm for hitting sets with respect to the hypergraph H. We consider hypergraphs in which the union of every two intersecting hyperedges is also a hyperedge. We prove that the hitting set competitive ratio of such a hypergraph H equals the minimum number of colors needed to color the hypergraph in a unique-max coloring. In such a coloring, the maximum color in each hyperedge appears exactly once. We apply this result as follows: * Given a graph G, consider the hypergraph consisting of connected subgraphs of G induced by subsets of vertices. For such a hypergraph, we obtain improved competitive ratios compared to [Alon, Azar, Buchbinder, Naor; 2003] if G is a planar graph or has bounded tree-width. * We consider hypergraphs realized by points in the plane and half planes or unit disks. For these cases we obtain a logarithmic competitive ratio. Joint work with Shakhar Smorodinsky (presented in ESA-2011)