Improving Semantic Search Using Query Log Analysis

Workshop on Interacting with Linked Data (ILD 2012); Workshop co-located with the 9th Extended Semantic Web Conference

Khadija Elbedweihy ; Stuart N. Wrigley ; Fabio Ciravegna

Others  :  http://ceur-ws.org/Vol-913/05_ILD2012.pdf
PID  :  43205

来源: CEUR

【 摘 要 】

Despite the attention Semantic Search is continuously gaining, several challenges affecting tool performance and user experience remain unsolved. Among these are: matching user terms with the search-space, adopting view-based interfaces in the Open Web as well as supporting users while building their queries. This paper proposes an approach to move a step forward towards tackling these challenges by creating models of usage of Linked Data concepts and properties extracted from semantic query logs as a source of collaborative knowledge. We use two sets of query logs from the USEWOD workshops to create our models and show the potential of using them in the mentioned areas.