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”Databibliotekaren kommer” Oplæg v. Jeannette Ekstrøm, Specialkonsulent/bibliotekar, DTU Bibliotek ([email protected] ) Temadag @ Dokk1 d. 6/11 2018 Datadannelse I : Datavisualisering på biblioteket

”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

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Page 1: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

”Databibliotekaren kommer”

Oplæg v. Jeannette Ekstrøm,

Specialkonsulent/bibliotekar, DTU Bibliotek ([email protected])

Temadag @ Dokk1 d. 6/11 2018

Datadannelse I : Datavisualisering på biblioteket

Page 2: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Fremtiden er nu

“In the good old days

a programmer would write a program,

a user would use the program,

a statistician would analyze the data that the user produced with the

program,

and a librarian would archive the report that the statistician created by

analyzing the data.

Those days are gone. The reason we now see lots of job advertisements for

“data scientist” is that there is a pressing need for interdisciplinary bridge

builders who understand all of the above:

the Internet, databases, analytics, visualization, and data curation.

https://ischool.syr.edu/infospace/2012/07/16/data-science-whats-in-it-for-the-new-librarian/

Page 3: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Vi tror på, at Databibliotekaren kommer..

Svendsen, M., Bøgh Pedersen, K., Ekstrøm, J., & Wildgaard, L.

E. (2017). Databibliotekaren kommer. Revy,

40(1), 24.

http://ej.lib.cbs.dk/index.php/revy/article/view/5280/5710

Page 4: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Mit oplæg vil komme omkring følgende:

Den kontekst, som fag-, forsknings- og uddannelses-

bibliotekerne agere i

De nye tendenser og krav, som opstår

De kompetenceudviklingsbehov som er nødvendige

Page 5: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Bibliotekaren Jeannette

Credit: Pixabay

Formel uddannelse1990-1994 ( Bibliotekar D.B. )

2007-2010 ( Master i interaktiv brugeradfærd & Informationsformiding )

Arbejdspladser1993-1995 ( 20 timer pr. uge i Vejdirektoratets Arkiv )

1995- ( 37 timer+ på DTU Bibliotek )

Faglige tillidshverv1996-2001, 2006-2009( aktiv i Statsgruppens bestyrelse/BF)

2009-2018 ( Bestyrelsesmedlem af FLIP´D/DFFU )

2017-2019 ( Formand for Data Science Faggruppen/BF)

Page 6: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DTU Bibliotek understøtter og supporterer

Page 7: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Support for

forskere og administrative enheder

Varetager Central Forskningsregistrering i DTU ORBIT

Bibliometri

Open Access håndtering

ORCID ( Open Researcher and Contributor ID )

Krav fra forskningsfonde, herunder EU politikker

Hjælp til adgang til information og viden (licenser, systemer, søgning)

Inkl. Text/Datamining

Sparring omkring synlighed af forskning ( herunder Sociale medier )

Copyright & licenser

DATA MANAGEMENT og Data Management planer

Page 8: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Tilbud til studerende

Studiemiljø, DTU H4CKLab, Medialab

Undervisning og integreret i faglige kurser

DTU Findit

Referencehåndtering (Mendeley, BibTeX/LaTeX, Overleaf)

Book en bibliotekar

Hjælp til adgang til data, information og viden

(licenser, systemer, søgning)

Inkl. Text/Datamining, formidling af nye værktøjer

Copyright & licenser

Data-håndtering og adgang, herunder egne DTU Smart Library data

Page 9: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DTU Findit, DTU ORBIT, DTUbasen, DTU Data..

Page 10: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Adgang medfører også nye spørgsmålDTU Bibliotek & adgang til data

Ønske om ”Textmining på egne data”

Page 11: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DTU Smart Library Data

“- open to DTU students, teachers, researchers and

partners.

The vision of DTU Smart Library is to create an "indoor

living lab", where students and researchers can develop,

test and present smart technologies. At the same time

they have access to analyse the collected data to carry

out both qualitative and quantitative studies.”

http://www.bibliotek.dtu.dk/english/servicemenu/visit/smart_library

Page 12: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DTU Data & Data Management support

Page 13: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Bibliometrics, h-index, Co-authorships

Page 14: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Helpdesk spørgsmål kræver viden & indsigt

Kilde: https://shirl0207.wordpress.com/2016/09/23/new-job-title-data-science-librarian/

Page 15: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

En vigtig kompetence er,

at kende ”sine data og datagrundlag”

Page 16: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Når nye support opgaver & behov opstår

Adgang til data (åbne repositories)

Rensning af datasæt & ”messy data”(excel,

OpenRefine..)

Deling af data (Git, Github)

Visualisering af data (Tableau, Gephi, Python,,)

Datamanagement og FAIR data

Kendskab til værktøjer & metoder (validering)

Page 17: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Kompetenceudvikling er traditionelt…

INF – Institut for Informationsstudier v. KU ( tidl. IVA/biblioteksskolen )

SDU - Informationsvidenskab, it og interaktionsdesign

DBC, DEIC, DEFF, IDA, DM & BF

- samt

Konferencer og temadage

Projekter, videndeling og in-house træning

Webinar, elæring, MOOCS,

Page 18: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

… de nye spørgsmål kræver lidt mere

Hjælp til sammenligning af 6 faglige tss og de respektive

citationsmønstre

Vejledning om adgang til fuldtekst mhp at

Textmine/Datamine – men format var ikke brugbart

Spørgsmål om, reel forskel mellem to faglige databaser -

Web of Science and Scopus

Rensning af output fra litteratur-review

Strukturering og organisering af søgeresultater til projekt

(excel), inkl. vejledning omkring Textmining

Page 19: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DST4L Workshops kom som sendt fra..

http://www.altbibl.io/dtu/ - 2015http://www.dst4l.info - 2016

Page 20: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DST4L var et unikt koncept til læring

- nye kompetencer og ny viden

- 3 workshop dag

- Max 40 deltagere

- Ansøgning for at komme i betragtning

- Hand-on træning, ikke bare teori

- Fokus på Data Science methoder ( cleaning, sharing,

visualizing)

Teaching librarians to be data scientist - 2013

Page 21: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Kilde: https://rauli.cbs.dk/index.php/revy/article/view/4976

Page 22: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that
Page 23: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that
Page 24: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

…. I DFFU biblioteksverden har vi delt

Page 25: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Kompetencerne blev anvendt nyttigt www.dst4l.info er udarbejdet i GitHub

https://github.com/JeannetteE/dst4l

Page 26: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

http://blogs.lse.ac.uk/impactofsocialsciences/2016/12/14/the-research-librarian-of-the-future-data-scientist-and-co-investigator/

Page 27: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Invitationer fra internationale aktører

1. 2nd EDISON Champions Conference, Madrid 15.-16. marts 2017

2. Data Science in Libraries workshop, Pittsburgh 16.-17. maj 2017

Page 28: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Invitation til at afholde workshops

https://jeannettee.github.io/UppsalaWorkshop/homepage.html

Page 29: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Data science er bedst som teamwork

Page 30: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

BFs´Faggruppe med fokus på

Data Science (tools, læring, videndeling)

Page 31: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Data Science Faggruppen har afholdt

En hel undervisningsdag m. Python ( på DTU )

Introduktion til Github & Atom.io ( på INF )

Gå hjem møde m. praktisk omkring ”File Cleaning and organizing

Data”, samt introduktion til Watson Analytics ( hos Devoteam )

Jypyter notebook workshop ( på KU SAMF )

3 timers workshop m. ”bibliometri, dataforståelse/analyse,

visualisering” (på INF )

Page 32: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Medlemskab er for alle BF´ere

Men også andre som arbejder i biblioteker og som har interesse i

emnet ( og er medlem af en anden faglig organisation )

Medlemskab er 20,- kr. pr måned

Registrering er via BF og email til [email protected]

Kontaktpersoner er:

Jeannette Ekstrøm, formand

Hazel Engelsmann, kasserer

Lorna Wildgaard, sekretær

Samt Mikael Elbæk, Michael Svendsen, Nicolaj Winter

Og Simon og Alina (begge stud. )

Page 33: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Inkl. øget visualisering af

vores fag & faggruppe

Kilde:

http://bf.dk/FagmagasinetPerspektiv/Bladet/2018/Perspekti

v%209/TemaDTUsDataLibrariansAngriberDataFraAlleVinkler

Kilde: https://pro.ing.dk/datatech/artikel/bibliotekarer-

traener-data-science-logisk-forlaengelse-af-vores-

opgaver-821

Page 34: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DST4L output skabte opmærksomhed

On the job training & i konkrete opgaver

Projektdeltagelse

Konferencer, temadage, netværk, videndeling

Formel videreuddannelse ( kompetencemidler )

Fritid og egen interesse i videreudvikling

Page 35: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DEFF støttet projekt centreret om

Data Visualiseringhttp://libguides.sdu.dk/roi-av

Page 36: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

DEFF støttet projekt om Open Access og

APC (article processing charge)

Også et 2 årigt projekt – med

fokus på håndtering af Open

Access i forskningsbibliotekerne

Afsluttes m. større temadag d.

6/12

https://github.com/enemydown-dk/oam_dk_workshop

Page 37: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

.. Samt DEFF projekt om netop

Kompetenceudvikling Open Science & Digital

Literacy

Fokus er på udvikling

af Open Science

kompetencer, og

bygger bl.a. videre

på tidligere projekter

og opgaver som:

Datamanagement i

praksis

http://ebooks.au.dk/

index.php/aul/catal

og/book/243

Page 38: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Kompetencerne er vigtige, for fortsat at være interessant

Page 39: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Læring tager tid & der skal afsættes tid –eller opgaven skal indtænkes i jobbet

Page 40: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Planlagt af

Jeannette Ekstrøm Senior Information [email protected]

Twitter: @JEkstroem

På tegnebrættet:

15 minutes of

Data & Data Science Tools

Skills development in house

Page 41: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Modul 1)

Introduction to DATA Skills needed

Hands-on support

- Tools- Methods- Teaching- Knowledge on OS- Admin tasks- Digital Literacy- …

DMP support

- Tools- Methods- Policy / mandates- Principles (FAIR)- Collaboration- Network- …

Page 42: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Modul 11)

Cases – incl. 15 minutes hands-on :

Search in Scopus for David Bowie

-> Use advanced search

((TITLE-ABS-KEY(david w/4 bowie) AND NOT AUTHOR-NAME(bowie))

Look at the result, visualize via Scopus to be familiar with the result

Download the result as .csv file

Clean in Excel if needed

Open VosViewer – run the DAVID BOWIE file into the system, tweek it and see the final result for a “scientific view on David Bowie”

Page 43: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that
Page 44: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Bibliotekerne/biblioteksmedarbejderen

udgør ”the human infrastructure”

https://youtu.be/ocAEL8I9NG8

Page 45: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Læring hele livet

Page 46: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that
Page 47: ”Databibliotekaren kommer” · Fremtiden er nu “In the good old days a programmer would write a program, a user would use the program, a statistician would analyze the data that

Tak for invitationen

Mail: [email protected]: @JEkstroemLinkedIN: dk.linkedin.com/in/jeannetteekstroem/Google+ [email protected]+ Mendeley+ Zotero+ ResearchGate+ Academia.edu+ Loops+ GitHub+ Figshare+ Slideshare.net+ Impact story+ Altmetrics+ Kudos+ Wordpress+ ORCID 0000-0003-2791-4219