Evidence map›Paper›PMID 37645282›Full record

ArticleOpen research Europe2022

Defining discovery: Is Google Scholar a discovery platform? An essay on the need for a new approach to scholarly discovery.

Kelly Achenbach, Marta Błaszczyńska, Stefano De Paoli, Francesca Di Donato, Suzanne Dumouchel, Paula Forbes, Peter Kraker, Michela Vignoli

Abstract read
In one paragraph

Article in Open research Europe, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Kelly AchenbachMax Weber Stiftung - Deutsche Geisteswissenschaftliche Institute im Ausland, Bonn, 53173, Germany.
Marta BłaszczyńskaInstitute of Literary Research, Polish Academy of Sciences, Warsaw, 00-330, Poland.
Stefano De PaoliAbertay University, Dundee, Scotland, DD1 1HG, UK.
Francesca Di DonatoIstituto di Linguistica Computazionale "A. Zampolli", Consiglio Nazionale delle ricerche (CNR), Pisa, 56124, Italy.ORCID https://orcid.org/0000-0003-0144-8934
Suzanne DumouchelTGIR Huma-Num, CNRS, Aubervilliers, 93300, France.ORCID https://orcid.org/0000-0002-3569-532X
Paula ForbesAbertay University, Dundee, Scotland, DD1 1HG, UK.
Peter KrakerOpen Knowledge Maps, Wien, AT-1060, Poland.
Michela VignoliOpen Knowledge Maps, Wien, AT-1060, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This essay discusses the concept of discovery, intended as content discovery, and defines it in the new context of Open Science, with a focus on Social Sciences and Humanities (SSH). Starting from the example of Google Scholar, the authors show that this well established service does not address the current needs, practices, and variety of discovery. Alternatives in terms of technical choices, features, and governance, do however exist, offering richer and more open discovery. The paper presents in particular the implementations and research work of the H2020 project TRIPLE (Transforming Research through Innovative Practices for Linked Interdisciplinary Exploration). Dedicated to the building of a discovery platform for the SSH, the project is meant to address the specificities and evolution of discovery in this field.  Prevailing scholarly resource platforms like Google Scholar limit discovery by focussing only on publications, and favouring through their algorithm well-cited papers, English content, and discipline-specific resources. A limitation in the context of cross-disciplinary and collaborative Open Science, such a service more specifically hinders discovery in the SSH. Characterized by a fragmented landscape, a variety of languages, data types, and outputs, research in the SSH requires services that fully exploit discovery potentialities.  Moreover, a survey conducted within the TRIPLE project showed that most SSH researchers use Google Scholar as their starting point, and that they recognise the lack of control they have with this system. Beyond the extension of features and content, transparency is the other important criterion for the building of an Open Infrastructure actually serving the research community. In light of this, we present in some detail the GoTriple platform, which exploits today's technological potential and incorporates the best known functionalities in order to unveil more and innovative scholarly outputs and lead to international and interdisciplinary research project collaborations.

Indexed as

Content discoveryHumanitiesInformation seekingInfrastructureMultilingualismOpen ScienceSearch enginesSocial Sciences

Identifiers

PMID37645282
PMCPMC10445934

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.