English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Zendy Plus

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Zendy Tools

Zendy Open

In Information Retrieval (IR), whether implicitly or explicitly, queries anddocuments are often represented as vectors. However, it may be more beneficialto consider documents and/or queries as multidimensional objects. Our belief isthis would allow building "truly" interactive IR systems, i.e., whereinteraction is fully incorporated in the IR framework.  The probabilistic formalism of quantum physics represents events anddensities as multidimensional objects. This paper presents our first steptowards building an interactive IR framework upon this formalism, by statinghow the first interaction of the retrieval process, when the user types aquery, can be formalised. Our framework depends on a number of parametersaffecting the final document ranking. In this paper we experimentallyinvestigate the effect of these parameters, showing that the proposedrepresentation of documents and queries as multidimensional objects can competewith standard approaches, with the additional prospect to be applied tointeractive retrieval.

Exploring a Multidimensional Representation of Documents and Queries (extended version)