Predicting The Dynamics Of Research Impact

eBook Download

BOOK EXCERPT:

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 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.

Product Details :

Genre : Computers
Author : Yannis Manolopoulos
Publisher : Springer Nature
Release : 2021-09-22
File : 304 Pages
ISBN-13 : 9783030866686


Scientific And Technical Aerospace Reports

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Aeronautics
Author :
Publisher :
Release : 1994
File : 892 Pages
ISBN-13 : UIUC:30112005547648


Federal Register

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Administrative law
Author :
Publisher :
Release : 1993-03-16
File : 988 Pages
ISBN-13 : UIUC:30112059131232


Advances In Fatigue Lifetime Predictive Techniques

eBook Download

BOOK EXCERPT:

Twenty-seven papers from fatigue researchers and practitioners review in detail recent progress in the development of methods to predict fatigue performance of materials and structures and to assess the extent to which these new methods are finding their way into practice. The papers, from the ASTM

Product Details :

Genre : Fracture mechanics
Author : Michael R. Mitchell
Publisher : ASTM International
Release : 1992
File : 495 Pages
ISBN-13 : 9780803114234


Structural Dynamics Division Research And Technology Accomplishments For Fy 1988 And Plans For Fy 1989

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Aerodynamics
Author : James Edward Gardner
Publisher :
Release : 1989
File : 200 Pages
ISBN-13 : UIUC:30112059162575


Australian Journal Of Agricultural Research

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Agriculture
Author :
Publisher :
Release : 2007
File : 424 Pages
ISBN-13 : UCBK:C097086683


Research In Structures And Dynamics 1984

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Airframes
Author :
Publisher :
Release : 1984
File : 438 Pages
ISBN-13 : PSU:000010282779


Nasa Scientific And Technical Publications

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Aeronautics
Author :
Publisher :
Release : 1993
File : 134 Pages
ISBN-13 : STANFORD:36105024716156


Applied Mechanics Reviews

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Mechanics, Applied
Author :
Publisher :
Release : 1985
File : 1052 Pages
ISBN-13 : UIUC:30112008993401


Nasa Scientific And Technical Publications A Catalog Of Special Publications Reference Publications Conference Publications And Technical Papers 1991 1992

eBook Download

BOOK EXCERPT:

Product Details :

Genre : Aeronautics
Author :
Publisher :
Release : 1993
File : 122 Pages
ISBN-13 : NASA:31769000660368