Ontology ranking based on the analysis of concept structures
Proceedings of the 3rd international conference on Knowledge capture
Exploratory search: from finding to understanding
Communications of the ACM - Supporting exploratory search
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
Semantic search: reconciling expressive querying and exploratory search
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Connecting the dots: a multi-pivot approach to data exploration
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Assigning search tasks designed to elicit exploratory search behaviors
Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval
Exploring exploratory search: a user study with linked semantic data
Proceedings of the 2nd International Workshop on Intelligent Exploration of Semantic Data
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There are growing arguments that linked data technologies can be utilised to enable user-oriented exploratory search systems for the future Internet. Recently, search over linked data has been studied in different domains and contexts. However, there is still limited insight into how conventional semantic browsers over linked data can be extended to empower exploratory search, which is open-ended, multi-faceted and iterative in nature. Empirical user studies in representative domains can identify problems and elicit requirements for innovative functionality to assist user exploration. This paper presents such an approach --- a user study with a uni-focal semantic data browser over several datasets linked via domain ontologies is used to inform what intelligent features are needed in order to assist exploratory search through linked data. We report main problems experienced by users while conducting exploratory search tasks, based on which requirements for algorithmic support to address the observed issues are elicited. A semantic signposting approach for extending a semantic data browser is proposed as a way to address the derived requirements.