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Presentation on Related-Work.net given at WeST Institute Oberseminar
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Heinrich [email protected]
WeST Institute
Related-Work.net
a scientific discussion platform
WeST Koblenz
21.2.2012
Heinrich Hartmann
Heinrich [email protected]
WeST Institute
Plan
Academic knowledge discovery
Vision of Related-Work.net
System details and open problems
Demo
Heinrich [email protected]
WeST Institute
Academic knowledge discovery
Finding and filtering publications
Connect people
interested in the samepaper
Heinrich [email protected]
WeST Institute
Problem: No Open Access!
No Open Access:* Citation data * Full-text
Heinrich [email protected]
WeST Institute
Problem: No Open Access!
No Open Access:* Citation data * Full-text
* Social information needs to be provided by community
Heinrich [email protected]
WeST Institute
Existing services have shortcomings
Citation Data Community Open Source/Data
Google Scholar Yes No No/No
Microsoft Academic Yes No No/No
SciVerse (Elsevier) Yes No No/No
Mendeley Yes Yes No/No
ResearchGate Yes Yes No/No
CiteSeerX Yes (quality?) No Yes/Yes (broken)
dblp No No -/Yes
Bibsonomy No Yes Yes/Yes
Related-Work.net Yes Yes Yes
Heinrich [email protected]
WeST Institute
Plan
Academic knowledge discovery
Vision of Related-Work.net
System details and open problems
Demo
Heinrich [email protected]
WeST Institute
Vision for Related-Work.net
Social community for scientists
Open database of papers and citations
Free software
Strong data mining:
Recommender, Auto completion, News feed
Heinrich [email protected]
WeST Institute
History
March '12 Idea Heinrich & Rene: write proposal
Sept '12 Heinrich quit Maths Writes Citation extraction for Arxiv.org Networking in Oxford (Akorn, OpenCitations)
Dec '12 Merger with OpenCitationsCorpus by David Shotton JISC Grant: Cottage Labs GWTP protoype development
Heinrich [email protected]
WeST Institute
Team: Related-Work.net / OpenCitations.net
RenéPickhardt
Mathematics / Computer Science
co-founder RW.net
metalcon.de
HeinrichHartmann
Mathematics / Computer Science
co-founder RW.net
David Shotton
Oxford Zoologist
OpenCitations.netCiTO/SPAR Ontologies
JISC Grant:Cottage Labs
Heinrich [email protected]
WeST Institute
Cottage Labs
Richard Jones
Mark MacGillivray
Martyn Whitewell
Heinrich [email protected]
WeST Institute
Plan
Academic knowledge discovery
Vision of Related-Work.net
System details and open problems
Demo
Heinrich [email protected]
WeST Institute
Example Matching Problem
A.G. Bashkirov, Physica A 340 , 153 (2000)→ very little information
Robert L. Pego and Michael I. Weinstein. Eigenvalues, and instabilities of solitary waves. Philos. Trans. Roy. Soc. London Ser. A , 340(1656):47--94, 1992. → Not Arxiv
D. V. Shirkov and I. L. Solovtsov, Theor. Math. Phys. 150 , 132 (2007) arXiv:hep-ph/0611229 .→ found ID: hep-ph/0611229
G.J. Galloway, Maximum principles for null hypersurfaces and null splitting theorems , Journal APPT 1 543-567 2000 .→ year author title heuristic: math/9909158
Heinrich [email protected]
WeST Institute
Example Matching Problem
A.G. Bashkirov, Physica A 340 , 153 (2000)→ very little information
Robert L. Pego and Michael I. Weinstein. Eigenvalues, and instabilities of solitary waves. Philos. Trans. Roy. Soc. London Ser. A , 340(1656):47--94, 1992. → Not Arxiv
D. V. Shirkov and I. L. Solovtsov, Theor. Math. Phys. 150 , 132 (2007) arXiv:hep-ph/0611229 .→ found ID: hep-ph/0611229
G.J. Galloway, Maximum principles for null hypersurfaces and null splitting theorems , Journal APPT 1 543-567 2000 .→ year author title heuristic: math/9909158
Extracted16 Mio. citation strings
only 2 Mio. currently matched!
Heinrich [email protected]
WeST Institute
Author Identification Problem
Two authors w. same name
Author changes name
Approaches:
Official author IDs (ORCID / Arxiv / PMC )
Graph Mining
Email addresses (!)
Heinrich [email protected]
WeST Institute
Email addresses are in the FullText!
Low Redshift QSO Lyman alpha Absorption Line Systems Associated with Galaxies
W.P. Lin G. Boerner H.J. Mo
[email protected] [email protected] [email protected] [email protected]
Found750.000
Email addresses
Heinrich [email protected]
WeST Institute
Open Problems
Crowdsourcing citation dataImprove matching algorithms (by ML? ActiveLearning?)
Community building / policy modeling
Add further data sources (cur. ArXiv/PMC/CrossRef)
→ Automated schema detection
Heinrich [email protected]
WeST Institute
Plan
Academic knowledge discovery
Vision of Related-Work.net
System details and open problems
Demo
