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Project deliverable . 2024
License: CC BY
Data sources: Datacite
ZENODO
Project deliverable . 2024
License: CC BY
Data sources: Datacite
ZENODO
Project deliverable . 2024
License: CC BY
Data sources: Datacite
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Deliverable D3.1: Initial version of the smart impact-driven discovery service

Authors: Vergoulis, Thanasis; Chatzopoulos, Serafeim; Kotitsas, Sotiris;

Deliverable D3.1: Initial version of the smart impact-driven discovery service

Abstract

In this deliverable report, we describe the beta release of a smart knowledge discovery service, which has been developed in the context of the SciLake project and leverages SciLake’s Scientific Knowledge Graphs (SKGs) and the various technologies provided by the Scientific Lake tier of SciLake’s architecture. The service is designed to leverage the contents of the Scientific Lake to calculate indicators of scientific impact for research products and offer, based on them, useful functionalities to researchers so that they could (a) prioritise their reading of the relevant literature when searching for a specific subject of interest (b) uncover latent knowledge that could be instrumental in accelerating their research conclusions, and (c) identify emerging trends related to research topics of interest. The report provides references to the respective open code bases and elaborates on the technical details related to the development of the various components.

The deliverable has been officially approved by the Project Officer.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Related to Research communities
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