Triadic Exploration and Exploration with Multiple Experts

Attribute Exploration with Multiple Contradicting Partial Experts

“…Despite the development of many variants of and extensions to attribute exploration, the inclusion of multiple experts has only recently started to get some attention, c.f. [4,5,14,18]. However, in most of these works the underlying assumption is that there exists some true universe (for a given domain), i. e., there is no disagreement between the experts.…”

“…However, in most of these works the underlying assumption is that there exists some true universe (for a given domain), i. e., there is no disagreement between the experts. The exception is [5], which introduces a triadic approach to attribute exploration and proposes a possible adaption to deal with multiple experts.…”

“…Despite the many advances to attribute exploration, its extension to multiple experts has only recently gained interest, cf. [4,5,14,18]. And, except for [5], the basic assumption made is that some true universe exists (for a given domain).…”

“…[4,5,14,18]. And, except for [5], the basic assumption made is that some true universe exists (for a given domain).…”

“…In this paper we generalize the approach of [5] and suggest a framework for attribute exploration with multiple experts without the assumption of the existence of some true universe. Here, multiple experts can have contradicting views of a domain.…”