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024 7 _a10.1007/978-3-030-86668-6
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072 7 _aCOM030000
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082 0 4 _a025.04
_223
245 1 0 _aPredicting the Dynamics of Research Impact
_h[electronic resource] /
_cedited by Yannis Manolopoulos, Thanasis Vergoulis.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXX, 290 p. 63 illus., 49 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _a1. 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.
520 _aThis 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 future links in collaboration networks or identifying missing links in citation networks. The single chapters are written in a way that help the reader gain a detailed technical understanding of the corresponding subjects, the strength and weaknesses of the state-of-the-art approaches for each described problem, and the currently open challenges. While chapter 1 provides a useful contribution in the theoretical foundations of the fields of scientometrics and science of science, chapters 2-4 turn the focal point to the study of factors that affect research impact and its dynamics. Chapters 5-7 then focus on article-level measures that quantify the current and future impact of scientific articles. Next, chapters 8-10 investigate subjects relevant to predicting the future impact of individual researchers. Finally, chapters 11-13 focus on science evolution and dynamics, leveraging heterogeneous and interconnected data, where the analysis of research topic trends and their evolution has always played a key role in impact prediction approaches and quantitative analyses in the field of bibliometrics. Each chapter can be read independently, since it includes a detailed description of the problem being investigated along with a thorough discussion and study of the respective state-of-the-art. Due to the cross-disciplinary character of the Science of Science field, the book may be useful to interested readers from a variety of disciplines like information science, information retrieval, network science, informetrics, scientometrics, and machine learning, to name a few. The profiles of the readers may also be diverse ranging from researchers and professors in the respective fields to students and developers being curious about the covered subjects.
650 0 _aInformation storage and retrieval systems.
650 0 _aLibrary science.
650 0 _aMachine learning.
650 1 4 _aInformation Storage and Retrieval.
650 2 4 _aLibrary Science.
650 2 4 _aMachine Learning.
700 1 _aManolopoulos, Yannis.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVergoulis, Thanasis.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030866679
776 0 8 _iPrinted edition:
_z9783030866693
776 0 8 _iPrinted edition:
_z9783030866709
856 4 0 _uhttps://doi.org/10.1007/978-3-030-86668-6
912 _aZDB-2-SCS
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