Predicting the Dynamics of Research Impact [E-Book] / edited by Yannis Manolopoulos, Thanasis Vergoulis.
This book provides its readers with an introduction to interesting prediction and science dynamics problems in the field of Science of Science. Prediction focuses on the forecasting of future performance (or impact) of an entity, either a research article or a scientist, and also the prediction of f...
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Full text |
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Personal Name(s): | Manolopoulos, Yannis, editor |
Vergoulis, Thanasis, editor | |
Edition: |
1st edition 2021. |
Imprint: |
Cham :
Springer,
2021
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Physical Description: |
XX, 290 pages 63 illustrations, 49 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030866686 |
DOI: |
10.1007/978-3-030-86668-6 |
Subject (LOC): |
- 1. On Complete Evaluation Systems
- 2. Extrinsic Factors Affecting Citation Frequencies of Research Articles
- 3. Remarks on Dynamics of Research Production of Researchers and Research Organizations
- 4. Does Publicity in the Science Press Drive Citations? A Vindication of Peer Review
- 5. Ranking Papers by Expected Short-Term Impact
- 6. Properties of an Indicator of Citation Durability of Research Articles
- 7. Wider, or Deeper! On Predicting Future of Scientific Articles by Influence Dispersion Tree
- 8. Can Author Collaboration Reveal Impact? The Case of h-index
- 9. Identification of Promising Researchers through Fast-and-frugal Heuristics
- 10. Scientific Impact Vitality: The Citation Currency Ratio and Citation Currency Exergy Indicators
- 11. Detection, Analysis, and Prediction of Research Topics with Scientific Knowledge Graphs
- 12. Early Detection of Emerging Technologies using Temporal Features
- 13. Link Prediction in Bibliographic Networks.