6533b833fe1ef96bd129c9b8

RESEARCH PRODUCT

A P2P Architecture for Multimedia Content Retrieval

Marco OrtolaniG. Lo ReM. La CasciaEdoardo ArdizzoneL. Gatani

subject

Information retrievalMultimediaComputer scienceOverlay networkUser interfacecomputer.software_genreNetwork topologyImage retrievalcomputerShared resource

description

The retrieval facilities of most Peer-to-Peer (P2P) systems are limited to queries based on unique identifiers or small sets of keywords. This approach can be highly labor-intensive and inconsistent. In this paper we investigate a scenario where a huge amount of multimedia resources are shared in a P2P network, by means of efficient content-based image and video retrieval functionalities. The challenge in such systems is to limit the number of sent messages, maximizing the usefulness of each peer contacted in the query process. We achieve this goal by the adoption of a novel algorithm for routing user queries. The proposed approach exploits compact representations of multimedia resources shared by each peer, in order to dynamically adapt the network topology to peer interests, on the basis of query interactions among users.

yearjournalcountryeditionlanguage
2006-01-01
https://doi.org/10.1007/978-3-540-69423-6_45