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SN-HackDay / Advancing-discovery-with-research-data

Springer Nature hack day in London 29th November
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Hack idea: Conference proceeeding metadata #3

Open gpa-smith opened 6 years ago

gpa-smith commented 6 years ago

Hack idea: Conference proceeeding metadata - identify the trends in venues over a period of time

overview

We are keen to mine metadata about conference proceedings and journals, to identify the trends in venues over a selected period of time.

I was also wondering if the trend detection techniques can be applied for detecting software citations

resources

Here is what I mean As a reality check exercise, I looked at https://link.springer.com/book/10.1007/978-3-319-60131-1 (ICWE 2017 proceedings) looking for: “available at:” –

  1. The setup for reproducing the evaluation is also available at the following link: https://github.com/AKSW/QuitEval.
  2. The corresponding benchmark component is available at https://github.com/WDAqua/Qanary.
  3. The dataset is available at GroupLens2. 2 https://grouplens.org/datasets/movielens/20m/. BTW, this is an interesting case – they cite existing dataset. We probably cannot upload that to Figshare
  4. A sample trace of every state and transition logged during the user test is available at http://www.sysml4industry.org/?download=822.
  5. More information on the experimental setup can be found in [15], while the extracted data and some supplementary materials are available at http://webmining.khvorostov.ru/docs.zip.
  6. In the proof of concept built for this paper available at http://linkedconnections.org , NOT really a data sharing example
  7. The code is available at https://github.com/ linkedconnections/query-server.
  8. VazaZika portal.1 1 Available at http://vazadengue.inf.puc-rio.br/
  9. The second dataset includes reviews taken from the Amazon website and it is a subset of the dataset available at http://jmcauley.ucsd.edu/data/amazon, previously used in [13,14].
  10. Website and sources. A running instance of the platform can be found at https:// webdeb.be. The sources are distributed under the LGPL license and available at https://bitbucket.org/fabgilson/webdeb-sources.
  11. Due to the lack of space, only three cases are shown, but more examples are available at the Web site of the tool (http://minerva.ual.es:8080/ SPARQL/). Each case represents a different kind of bug in our approach
  12. A Web tool available at http://minerva.ual.es:8080/SPARQL/ has been developed enabling the transformation of ontologies into XML Schemas facilitating
  13. so, a dozen of potential data/code citations – not bad? I hope it helps and one could probably find more such things by searching for “figshare”, “github”, “zenodo”

Best regards, Alex Examples of conferences to consider: • ADBIS • VLDB • ECCV • MICCAI • ESWC

contributors

Aliaksandr Birukou Angelo Salatino Andrea Mannocci Thiviyan Thanapalasingam

required skills

angelosalatino commented 6 years ago

the repository associated to our team is here: https://github.com/angelosalatino/venue-centric-trends