☆ 4.4 Article

Quantifying scientists' research ability by taking institutions' scientific impact as priori information

JOURNAL OF INFORMATION SCIENCE (2023)

Related references

Note: Only part of the references are listed.

Article Computer Science, Information Systems

Multidimensional scholarly citations: Characterizing and understanding scholars' citation behaviors

Yunxue Cui et al.

Summary: This study investigates scholars' citation behaviors from a fine-grained perspective. It found that citation proximity is the most relevant category to scholars' citation decision-making, followed by citation authority and citation inertia. Big-name scholars exhibit a unique pattern of citation behaviors, with their citation decision-making closely correlated with citation inertia.

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY (2023)

Add to Collection

Article Computer Science, Information Systems

Fine-grained citation count prediction via a transformer-based model with among-attention mechanism

Shengzhi Huang et al.

Summary: A novel fine-grained citation count prediction task (FGCCP) was proposed in the study, utilizing a transformer-based model (MTAT) which showed satisfactory prediction accuracy surpassing common machine learning and deep learning models. The study also discussed the potential role of the among-attention mechanism and the reasons for the model outperforming state-of-the-art strategies in scientific research evaluation.

INFORMATION PROCESSING & MANAGEMENT (2022)

Add to Collection

Article Computer Science, Information Systems

Measuring coauthors' credit in medicine field-Based on author contribution statement and citation context analysis

Siluo Yang et al.

Summary: The study proposes a context-based author credit (CAC) model to accurately allocate individual credit to coauthors in a multi-authored paper. The model bypasses the limitations of existing author credit analysis methods by considering the relationship between citation strength and contributor roles, and introduces a new application in author academic evaluation.

INFORMATION PROCESSING & MANAGEMENT (2022)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Investigating the mentorship effect on the academic success of young scientists: An empirical study of the 985 project universities of China

Jing Shang et al.

Summary: This study investigates the mentorship effect by analyzing the influence of mentors' academic titles and research performance on the academic success of young scientists. The results suggest that young scientists have a higher probability of achieving academic success if their mentors hold the titles of Chinese Academy of Sciences (CAS) or Chinese Academy of Engineering (CAE) academicians. However, this positive effect may not be significant or even negative in terms of improved academic performance. The role of mentors' research performance in moderating the relationship between the young scientists' research performance and the probability of acquiring an academic title is not significant and may also be negative.

JOURNAL OF INFORMETRICS (2022)

Add to Collection

Article Multidisciplinary Sciences

Untangling the network effects of productivity and prominence among scientists

Weihua Li et al.

Summary: This study untangles the relationship between scientists' collaboration networks and their productivity and prominence, finding that collaboration networks play a substantial role in driving inequalities in science.

NATURE COMMUNICATIONS (2022)

Add to Collection

Article Computer Science, Information Systems

Conjoint analysis of researchers' hidden preferences for bibliometrics, altmetrics, and usage metrics

Steffen Lemke et al.

Summary: Researchers are increasingly relying on a variety of metrics, both quantitative and qualitative, when selecting literature to read. Citation counts and Journal Impact Factors are among the most important indicators considered. While there is a favorable view of bibliometrics, there is a widespread skepticism towards altmetrics among researchers.

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY (2021)

Add to Collection

Article Computer Science, Information Systems

How is science clicked on Twitter? Click metrics for Bitly short links to scientific publications

Zhichao Fang et al.

Summary: This article examines the click behavior of Twitter users on Bitly short links to scientific publications embedded in scholarly Twitter mentions. Results show that about half of the links were not clicked, and for those that were, clicks mostly occurred shortly after the initial tweet. Links to publications in Social Sciences and Humanities attracted more clicks on Twitter. Correlations between Twitter clicks and impact indicators vary, with weak correlations to scholarly impact indicators and moderate correlations to other Twitter engagement indicators.

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY (2021)

Add to Collection

Article Computer Science, Information Systems

A neural topic model with word vectors and entity vectors for short texts

Xiaowei Zhao et al.

Summary: In this paper, a VAETM model is proposed to handle the issue of topic discovery in short texts by integrating word vector representation and entity vector representation. By learning embedding representations of words and entities using external corpora and knowledge graphs, the models outperform various state-of-the-art models in terms of perplexity, NPMI, and accuracy. Further improvement is achieved with the introduction of SVAETM, a supervised version of VAETM that considers label information in training to enhance topic distribution inference and topic generation.

INFORMATION PROCESSING & MANAGEMENT (2021)

Add to Collection

Article Computer Science, Interdisciplinary Applications

A network embedding-based scholar assessment indicator considering four facets: Research topic, author credit allocation, field-normalized journal impact, and published time

Qing Xie et al.

Summary: This study proposes a new scholar performance assessment indicator called the normalized scholar academic productivity (NSAP) indicator, which overcomes the limitations of traditional indicators by considering diverse aspects of scholar research achievements. The research topic, author sequence, and author role play key roles in the authorship credit allocation strategy, while field-normalized journal impact assigns different weights to raw publication counts and citation counts. The NSAP shows significant improvements in topic-related scholar performance assessment compared to traditional citation count indicators like H-index and author citations.

JOURNAL OF INFORMETRICS (2021)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Potential index: Revealing the future impact of research topics based on current knowledge networks

Qiang Gao et al.

Summary: This study investigates the relationship between scientific impact and knowledge network structure, proposing a novel potential index to model topic impact. The empirical results show that the potential index serves as a good predictor of future topic impact with a high R-2 and positive correlation. The study contributes to scientific impact modeling by establishing a relationship between topic impact and knowledge structure, aiding in predicting the potential impact of research topics.

JOURNAL OF INFORMETRICS (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

Ranking by inspiration: a network science approach

Livio Bioglio et al.

MACHINE LEARNING (2020)

Add to Collection

Article Computer Science, Interdisciplinary Applications

A flexible approach for measuring author-level publishing performance

Nadia Simoes et al.

SCIENTOMETRICS (2020)

Add to Collection

Article Computer Science, Artificial Intelligence

Nonparametric Topic Modeling with Neural Inference

Xuefei Ning et al.

NEUROCOMPUTING (2020)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Identifying prize-winning scientists by a competition-aware ranking

Yuhao Zhou et al.

JOURNAL OF INFORMETRICS (2020)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Predicting the citation counts of individual papers via a BP neural network

Xuanmin Ruan et al.

JOURNAL OF INFORMETRICS (2020)

Add to Collection

Article Physics, Multidisciplinary

Inequalities, chance and success in sport competitions: Simulations vs empirical data

Pawel Sobkowicz et al.

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS (2020)

Add to Collection

Article Multidisciplinary Sciences

Productivity, prominence, and the effects of academic environment

Samuel F. Way et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Predicting citation counts based on deep neural network learning techniques

Ali Abrishami et al.

JOURNAL OF INFORMETRICS (2019)

Add to Collection

Proceedings Paper Computer Science, Information Systems

OAG: Toward Linking Large-scale Heterogeneous Entity Graphs

Fanjin Zhang et al.

KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING (2019)

Add to Collection

Article Computer Science, Information Systems

Towards a knowledge-based probabilistic and context-aware social recommender system

Luis Omar Colombo-Mendoza et al.

JOURNAL OF INFORMATION SCIENCE (2018)

Add to Collection

Article Computer Science, Information Systems

Understanding Success Through the Diversity of Collaborators and the Milestone of Career

Yi Bu et al.

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY (2018)

Add to Collection

Review Neurosciences

A probabilistic approach to discovering dynamic full-brain functional connectivity patterns

Jeremy R. Manning et al.

NEUROIMAGE (2018)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Author-level metrics in the new academic profile platforms: The online behaviour of the Bibliometrics community

Alberto Martin-Martin et al.

JOURNAL OF INFORMETRICS (2018)

Add to Collection

Article Mathematics, Interdisciplinary Applications

TALENT VERSUS LUCK: THE ROLE OF RANDOMNESS IN SUCCESS AND FAILURE

Alessandro Pluchino et al.

ADVANCES IN COMPLEX SYSTEMS (2018)

Add to Collection

Article Computer Science, Information Systems

Measuring the social influences of scientist groups based on multiple types of collaboration relations

Jiuchuan Jiang et al.

INFORMATION PROCESSING & MANAGEMENT (2017)

Add to Collection

Article Computer Science, Interdisciplinary Applications

The impact of collaboration and knowledge networks on citations

Jiancheng Guan et al.

JOURNAL OF INFORMETRICS (2017)

Add to Collection

Article Multidisciplinary Sciences

Quantifying the evolution of individual scientific impact

Roberta Sinatra et al.

SCIENCE (2016)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Relationship between altmetric and bibliometric indicators across academic social sites: The case of CSIC's members

Jose Luis Ortega

JOURNAL OF INFORMETRICS (2015)

Add to Collection

Article Multidisciplinary Sciences

Digital Presence of Norwegian Scholars on Academic Network Sites-Where and Who Are They?

Susanne Mikki et al.

PLOS ONE (2015)

Add to Collection

Article Computer Science, Information Systems

Performance of LDA and DCT models

Abhishek Singh Rathore et al.

JOURNAL OF INFORMATION SCIENCE (2014)

Add to Collection

Article Neurosciences

Decomposing spatiotemporal brain patterns into topographic latent sources

Samuel J. Gershman et al.

NEUROIMAGE (2014)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Coverage and adoption of altmetrics sources in the bibliometric community

Stefanie Haustein et al.

SCIENTOMETRICS (2014)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Understanding the assembly of interdisciplinary teams and its impact on performance

Alina Lungeanu et al.

JOURNAL OF INFORMETRICS (2014)

Add to Collection

Proceedings Paper Computer Science, Theory & Methods

The p-index: Ranking Scientists using Network Dynamics

U. Senanayake et al.

2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (2014)

Add to Collection

Article Multidisciplinary Sciences

Quantifying Long-Term Scientific Impact

Dashun Wang et al.

SCIENCE (2013)

Add to Collection

Article Multidisciplinary Sciences

The Possible Role of Resource Requirements and Academic Career-Choice Risk on Gender Differences in Publication Rate and Impact

Jordi Duch et al.

PLOS ONE (2012)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Identifying the effects of co-authorship networks on the performance of scholars: A correlation and regression analysis of performance measures and social network analysis measures

Alireza Abbasi et al.

JOURNAL OF INFORMETRICS (2011)

Add to Collection

Article Computer Science, Interdisciplinary Applications

hg-index: a new index to characterize the scientific output of researchers based on the h- and g-indices

S. Alonso et al.

SCIENTOMETRICS (2010)

Add to Collection

Article Physics, Fluids & Plasmas

Diffusion of scientific credits and the ranking of scientists

Filippo Radicchi et al.

PHYSICAL REVIEW E (2009)

Add to Collection

Article Biology

Assessment of research performance in biology: How well do peer review and bibliometry correlate?

Barry G. Lovegrove et al.

BIOSCIENCE (2008)

Add to Collection

Article Information Science & Library Science

Is the h index related to (standard) bibliometric measures and to the assessments by peers?: An investigation of the h index by using molecular life sciences data

Lutz Bornmann et al.

RESEARCH EVALUATION (2008)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Convergent validation of peer review decisions using the h index -: Extent of and reasons for type I and type II errors

Lutz Bornmann et al.

JOURNAL OF INFORMETRICS (2007)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Theory and practise of the g-index

Leo Egghe

SCIENTOMETRICS (2006)

Add to Collection

Article Computer Science, Information Systems

Co-authorship networks in the digital library research community

XM Liu et al.

INFORMATION PROCESSING & MANAGEMENT (2005)

Add to Collection

Article Multidisciplinary Sciences

An index to quantify an individual's scientific research output

JE Hirsch

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2005)

Add to Collection

Article Multidisciplinary Sciences

Finding scientific topics

TL Griffiths et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2004)

Add to Collection

© Peeref 2019-2024. All rights reserved.