Research Library, Los Alamos National Laboratory RESEARCH LIBRARY @ OAI4 - Geneva, Switzerland Digital Library Research & Prototyping Team Multi-Graph to Support Scholarly Communication Marko Antonio Rodriguez Digital Library Research & Prototyping Team Los Alamos National Laboratory & Center for Evolution, Complexity, and Cognition Vrije Universiteit Brussel & Computer Science Department University of California at Santa Cruz email: [email protected]. URL: http://www.soe.ucsc.edu/~okram
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Research Library, Los Alamos National Laboratory RESEARCH LIBRARY @ OAI4 - Geneva, Switzerland Digital Library Research & Prototyping Team Multi-Graph.
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Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Multi-Graph to Support Scholarly Communication
Marko Antonio RodriguezDigital Library Research & Prototyping Team
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
A Scholarly Multi-Graph
Journal
coauthor
wrote written by wrote written by
published in contains
wrote written by
Journal
published in contains
references
Author
Paper
Author Author Author
Paper Papercites cites
coauthor
coauthor
coauthor
coauthor
coauthor
Layer-3
Layer-2
Layer-1
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
A Multi-Graph Repository-Flow Model
multi-graph
generator
multi-graph
data source
multi-graph
searcher
multi-graph
aggregator
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Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Spreading Activation Algorithm
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STIMULATION
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Problem-Solving in a Scholarly Multi-Graph
J
P
A
JP
A
J
P
A Scholarly Multi-Graph Implementation
Finding Related Work
Finding Collaborators
Finding Journals
Finding Referees
Finding Audience
Problem representation
Scholarly Communication Process
Problem
Solution
Solution
P
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Finding Related Papers
Author Layer
Paper Layer
P+ S S
Journal Layer
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Finding Collaborators
Author Layer
Paper Layer
S
S
P+ P+ P+
Journal Layer
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Finding a Journal
Author Layer
P+
P+
Paper Layer
P+ P+ P+
S
Journal Layer
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Finding Peer-Reviewers
Author Layer
Paper Layer
P-
P-
S
S
P+ P+ P+
P+
Journal Layer
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Finding Interested Readers
Author Layer
Paper Layer
S
S P+
S
S
P+
S
P+ P+ P+
Journal Layer
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland
Digital Library Research & Prototyping Team
Extensibility
• Adding addition nodes to network: research institutions, keywords, subject categories, funding institutions, departments, etc.
• As long as you can represent a problem as a collection of resources and your solution as a collection of resources, a multi-graph is provides the necessary pattern-matching infrastructure to support the problem-solving.
Research Library, Los Alamos National LaboratoryRESEARCHLIBRARY @ OAI4 - Geneva, Switzerland