Ontology assisted crowd mining

We present OASSIS (for Ontology ASSISted crowd mining), a prototype system which allows users to declaratively specify their information needs, and mines the crowd for answers. The answers that the system computes are concise and relevant , and represent frequent, significant data patterns. The syst...

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Veröffentlicht in:Proceedings of the VLDB Endowment 2014-08, Vol.7 (13), p.1597-1600
Hauptverfasser: Amsterdamer, Yael, Davidson, Susan B., Milo, Tova, Novgorodov, Slava, Somech, Amit
Format: Artikel
Sprache:eng
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Zusammenfassung:We present OASSIS (for Ontology ASSISted crowd mining), a prototype system which allows users to declaratively specify their information needs, and mines the crowd for answers. The answers that the system computes are concise and relevant , and represent frequent, significant data patterns. The system is based on (1) a generic model that captures both ontological knowledge, as well as the individual knowledge of crowd members from which frequent patterns are mined; (2) a query language in which users can specify their information needs and types of data patterns they seek; and (3) an efficient query evaluation algorithm, for mining semantically concise answers while minimizing the number of questions posed to the crowd. We will demonstrate OASSIS using a couple of real-life scenarios, showing how users can formulate and execute queries through the OASSIS UI and how the relevant data is mined from the crowd.
ISSN:2150-8097
2150-8097
DOI:10.14778/2733004.2733039