(Sackler NAS Colloquium) Mapping Knowledge Domains

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(Sackler NAS Colloquium) Mapping Knowledge Domains (2004)
Proceedings of the National Academy of Sciences (PNAS)

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Front Matter (R1-R4)

INTRODUCTION: Mapping knowledge domains (1-3)

COLLOQUIUM PAPERS: Extracting knowledge from the World Wide Web (4-9)

Mapping knowledge domains: Characterizing PNAS (10-17)

Coauthorship networks and patterns of scientific collaboration (18-23)

An unsupervised method for the extraction of propositional information from text (24-31)

From paragraph to graph: Latent semantic analysis for information visualization (32-37)

Mixed-membership models of scientific publications (38-45)

Finding scientific topics (46-53)

Mapping subsets of scholarly information (54-58)

A method for finding communities of related genes (59-66)

Tracking evolving communities in large linked networks (67-71)

Traffic-based feedback on the web (72-78)

Evolution of document networks (79-83)

The simultaneous evolution of author and paper networks (84-91)

The world of geography: Visualizing a knowledge domain with cartographic means (92-96)

Visualization for constructing and sharing geo-scientific concepts (97-104)

Mapping topics and topic bursts in PNAS (105-108)

Crossmaps: Visualization of overlapping relationships in collections of journal papers (109-114)

User-controlled mapping of significant literatures (115-120)

Searching for intellectual turning points: Progressive knowledge domain visualization (121-132)