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Performance-related differences of bibliometric statistical properties of research groups: Cumulative advantages and hierarchically layered networks

Anthony F. J. van Raan
2006 Journal of the American Society for Information Science and Technology  
In this paper we distinguish between top-performance and lower performance groups in the analysis of statistical properties of bibliometric characteristics of two large sets of research groups.  ...  We find intriguing differences between top-performance and lower performance groups, but also between the two sets of research groups.  ...  Acknowledgements The author would like to thank his CWTS colleague Thed van Leeuwen for the data collection, data analysis and calculation of the bibliometric indicators for the two sets of research groups  ... 
doi:10.1002/asi.20389 fatcat:azz37wjiirfyrpkg4k4pqmnaii

Scaling rules in the science system: Influence of field-specific citation characteristics on the impact of individual researchers

Rodrigo Costas, Maria Bordons, Thed N. van Leeuwen, Anthony F.J. van Raan
2009 Journal of the American Society for Information Science and Technology  
of research groups.  ...  The total number of citations received by scientists increases in a cumulatively advantageous way as a function of size (in terms of number of publications) for researchers in three areas: Natural Resources  ...  Acknowledgments This work was possible because of an I3P fellowship from the CSIC and a research stay of Rodrigo Costas at the CWTS (Leiden University).  ... 
doi:10.1002/asi.21017 fatcat:gg7vxqv3mzaj7d3mc7kpqycv44

Making communities show respect for order

Vaiva Vasiliauskaite, Tim S. Evans
2020 Applied Network Science  
We study the algorithm's performance and antichain properties in artificial models and in real networks, such as citation graphs and food webs.  ...  We show how well this partitioning algorithm distinguishes and groups together nodes of the same origin (in a citation network, the origin is a topic or a research field).  ...  Authors' contributions Both authors developed the theoretical concepts and designed the experiments discussed in the paper. VV created the software used and performed the data analysis.  ... 
doi:10.1007/s41109-020-00255-5 fatcat:2aaklogywrczvg2wo7rh2t63uu

Assessing nanotechnology potentials: interplay between the paths of knowledge evolution and the patterns of competence building

Alfonso Ávila Robinson, Kumiko Miyazaki
2014 International Journal of Technology Intelligence and Planning (IJTIP)  
To analyse the case, this research makes use of intensive bibliometric and social network methods based on scientific publications.  ...  A series of implications for policy makers and researchers on the critical role of micro and nanofabrication technologies within the N&N field will be described in this paper.  ...  Next, the estimated RSA index values across the different micro and nanofabrication taxonomy groupings underwent a hierarchical cluster analysis in order to discern similar patterns of specialisation across  ... 
doi:10.1504/ijtip.2014.066709 fatcat:nvbd5o2q4jhqppbyulmwlln2tq

Semantic and Relational Spaces in Science of Science: Deep Learning Models for Article Vectorisation [article]

Diego Kozlowski, Jennifer Dusdal, Jun Pang, Andreas Zilian
2020 arXiv   pre-print
We focus on document-level embeddings based on the semantic and relational aspects of articles, using Natural Language Processing (NLP) and Graph Neural Networks (GNNs).  ...  The aim of this paper is to discuss the potential and limits of deep learning for gathering insights about scientific research articles.  ...  Powell, Marcelo Marques, and Mike Zapp for their valuable comments on previous versions of the manuscript.  ... 
arXiv:2011.02887v1 fatcat:5urgkkrltzgojkvxd6fidaieui

An interdisciplinary bibliometric analysis of models for land-use and transport interactions [article]

Juste Raimbault
2021 arXiv   pre-print
We then construct an interdisciplinary corpus of around 10,000 papers, which we analyse in terms of citation network and semantic content.  ...  Research on links between transport and land-use is by essence interdisciplinary, as a result of the multi-dimensionality and complexity of these objects.  ...  patterns between links of different hierarchical levels) on performances of networks generated by a genetic algorithm.  ... 
arXiv:2102.13501v1 fatcat:i46hq7qk2fdlnnym5j4fcfrape

Emerging Economy Inward and Outward Foreign Direct Investment: A Bibliometric and Thematic Content Analysis

Keilla Dayane da Silva-Oliveira, Edson Keyso de Miranda Kubo, Michael J. Morley, Rodrigo Médici Cândido
2021 MIR: Management International Review: Journal of International Business  
Our final theme relates to an integrated body of knowledge explicating aspects of the location choice decision. Building on this analysis, we isolate a number of opportunities for future research.  ...  In this bibliometric analysis covering 806 articles published between 1994 and 2019, we map key aspects of its contours.  ...  of the stock market, special advantages of institutional property and ownership advantages need to be aligned in the general theory of the MNE.  ... 
doi:10.1007/s11575-021-00448-9 fatcat:ge6ggvpkjrcyxig65vmc7d74g4

Modeling complex entrepreneurial processes

Jaehu Shim, Martin Bliemel, Myeonggil Choi
2017 International Journal of Entrepreneurial Behaviour & Research  
This bibliometric approach invigorates the utilization of ABMS as a viable research method in process-oriented entrepreneurship research.  ...  Several considerations are provided for the combined utilization of the bibliometric method and ABMS in entrepreneurship.  ...  As a result of using the proposed bibliometric procedure, we hope that ABMS research in entrepreneurship may be more approachable by novices in the method and that the procedure may add a layer of validity  ... 
doi:10.1108/ijebr-11-2016-0374 fatcat:fl5ge6ortbhvvegmf2juuoxv5m

A Review of Data Mining Applications in Semiconductor Manufacturing

Pedro Espadinha-Cruz, Radu Godina, Eduardo M. G. Rodrigues
2021 Processes  
A detailed bibliometric analysis is also made. All data mining applications are classified in function of the application area. The results are then analyzed and conclusions are drawn.  ...  For decades, industrial companies have been collecting and storing high amounts of data with the aim of better controlling and managing their processes.  ...  Cumulative sum control charts, known as CUSUM, are a special type of statistical process control tool that is used in [89] as part of and unified outlier detection framework, which takes advantages of  ... 
doi:10.3390/pr9020305 fatcat:jyxg4mt3gvbahnu3snh4i3rxvm

Carpooling Platforms as Smart City Projects: A Bibliometric Analysis and Systematic Literature Review

Leonidas G. Anthopoulos, Dimitrios N. Tzimos
2021 Sustainability  
To better understand the evolution of carpooling platforms in SCs, bibliometric analysis of three separate specialized literature collections, combined with a systematic literature review, is performed  ...  However, the convenience of driving alone, the increasing level of car ownership, and the difficulties in finding travelers with matching timing and routes keep car occupancy low.  ...  Multi-sided platforms bring together two or more interdependent groups of customers and are of value to one group of customers only if the other groups of customers are also present [13] .  ... 
doi:10.3390/su131910680 fatcat:ikwcnh3yxvca3k32ocu5swc33u

Gender Diversity And Team Science. Conceptual Framework

Jörg Müller, Anne Laure Humbert, Elisabeth Günther, Ulf Sandström, Anne-Charlott Callerstig, Sandra Klatt
2016 Zenodo  
Overall, we have proceeded to review first the literature on the main factors that affect team performance, followed by the different ways that research is currently assessed and evaluated.  ...  The third chapter then aims to flesh out the gender dimensions of team science and research assessment in order to arrive at an understanding how gender diversity specifically affects team performance.  ...  Patents are part of measuring intellectual property in context of research performance exercises in statistics, evaluation or allocation of grants.  ... 
doi:10.5281/zenodo.1442691 fatcat:7ek6kuxcyzfute3apneica3dau

Research on Uncertainty of Landslide Susceptibility Prediction—Bibliometrics and Knowledge Graph Analysis

Zhengli Yang, Chao Liu, Ruihua Nie, Wanchang Zhang, Leili Zhang, Zhijie Zhang, Weile Li, Gang Liu, Xiaoai Dai, Donghui Zhang, Min Zhang, Shuangxi Miao (+3 others)
2022 Remote Sensing  
To improve the universality of the model and the reliability of the prediction accuracy, it is urgent to systematically summarize and analyze the performance of different models to reduce the impact of  ...  For this purpose, this paper made extensive use of document analysis and data mining tools for the bibliometric and knowledge mapping analysis of 600 documents collected by two data platforms, Web of Science  ...  This research mainly summarizes the statistical methods of landslide sensitivity modeling and related topographic zoning but rarely involves uncertainty analysis.  ... 
doi:10.3390/rs14163879 fatcat:okpi2puqqff4bgzfwmgj2nbcdi

Visualizing knowledge domains

Katy Börner, Chaomei Chen, Kevin W. Boyack
2005 Annual Review of Information Science and Technology  
ACKNOWLEDGEMENTS The composition of a review article in today's flood of information can only be done in the middle of a tightly knit network of domain experts and colleagues supporting and connecting  ...  Research focus is on matching algorithms, scalability of clustering methods, effectiveness of methods for clustering complex shapes and types of data, high-dimensional clustering techniques, and methods  ...  Results by Nederhof and Noyons (1992) indicate that bibliometric assessment of research performance is potentially useful in humanities disciplines.  ... 
doi:10.1002/aris.1440370106 fatcat:5pmltifvinc6jexool6aouthcq

Making Communities Show Respect for Order [article]

Vaiva Vasiliauskaite, Tim S. Evans
2019 arXiv   pre-print
We study the algorithm's performance and antichain properties in artificial models and in real networks, such as citation graphs and food webs.  ...  We show how well this partitioning algorithm distinguishes and groups together nodes of the same origin (in a citation network, the origin is a topic or a research field).  ...  We will also look at the properties of such DAG clustering and how it relates to other types of DAG layering and clustering.  ... 
arXiv:1908.11818v1 fatcat:6652eadrifdgzjgjdefwwdl3la

Semantic and relational spaces in science of science: deep learning models for article vectorisation

Diego Kozlowski, Jennifer Dusdal, Jun Pang, Andreas Zilian
2021 Scientometrics  
We focus on document-level embeddings based on the semantic and relational aspects of articles, using Natural Language Processing (NLP) and Graph Neural Networks (GNNs).  ...  The aim of this paper is to discuss the potential and limits of deep learning for gathering insights about scientific research articles.  ...  Powell, Marcelo Marques, and Mike Zapp for their valuable comments on previous versions of the manuscript.  ... 
doi:10.1007/s11192-021-03984-1 fatcat:2m4gz7kdqjegfb5mulej74dayi
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