Informácia o dokumente
In: Computing and Informatics, vol. 29, no. 4
Learning Profiles for Heterogeneous Distributed Information Sources
Rok, strany: 2010, 571 - 584
Peer-to-peer network, information retrieval, query routing
This paper experimentally studies approaches to the problem of describing heterogeneous information sources in distributed environments. In particular, we consider a scenario where a large number of end users can share and retrieve text documents over a peer-to-peer network. Descriptions (or profiles) of peers are useful in a number of applications, such as query routing, overlay construction and expert search. The approach proposed in this paper introduces a new learning method that boosts the weight of query terms in a peer's profile when the peer provides useful documents w.r.t. a given query. Experimental results show high potential for this method. Therefore, various extensions are proposed that involve more user interaction.
Witschel, H. 2010. Learning Profiles for Heterogeneous Distributed Information Sources. In Computing and Informatics, vol. 29, no.4, pp. 571-584. 1335-9150.
Witschel, H. (2010). Learning Profiles for Heterogeneous Distributed Information Sources. Computing and Informatics, 29(4), 571-584. 1335-9150.