Book 2014

Measuring Scholarly Impact

Methods and Practice

Editors:

ISBN: 978-3-319-10376-1 (Print) 978-3-319-10377-8 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xiv

  2. Network Tools and Analysis

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-34

      Community Detection and Visualization of Networks with the Map Equation Framework

    3. No Access

      Chapter

      Pages 35-55

      Link Prediction

    4. No Access

      Chapter

      Pages 57-82

      Network Analysis and Indicators

    5. No Access

      Chapter

      Pages 83-100

      PageRank-Related Methods for Analyzing Citation Networks

  3. The Science System

    1. Front Matter

      Pages 101-101

    2. No Access

      Chapter

      Pages 103-125

      Systems Life Cycle and Its Relation with the Triple Helix

    3. No Access

      Chapter

      Pages 127-146

      Spatial Scientometrics and Scholarly Impact: A Review of Recent Studies, Tools, and Methods

    4. No Access

      Chapter

      Pages 147-167

      Researchers’ Publication Patterns and Their Use for Author Disambiguation

    5. No Access

      Chapter

      Pages 169-190

      Knowledge Integration and Diffusion: Measures and Mapping of Diversity and Coherence

  4. Statistical and Text-Based Methods

    1. Front Matter

      Pages 191-191

    2. No Access

      Chapter

      Pages 193-214

      Limited Dependent Variable Models and Probabilistic Prediction in Informetrics

    3. No Access

      Chapter

      Pages 215-234

      Text Mining with the Stanford CoreNLP

    4. No Access

      Chapter

      Pages 235-257

      Topic Modeling: Measuring Scholarly Impact Using a Topical Lens

    5. No Access

      Chapter

      Pages 259-281

      The Substantive and Practical Significance of Citation Impact Differences Between Institutions: Guidelines for the Analysis of Percentiles Using Effect Sizes and Confidence Intervals

  5. Visualization

    1. Front Matter

      Pages 283-283

    2. No Access

      Chapter

      Pages 285-320

      Visualizing Bibliometric Networks

    3. No Access

      Chapter

      Pages 321-341

      Replicable Science of Science Studies

  6. Back Matter

    Pages 343-346