Data Mining - Concepts and Techniques.

We may not be able to make you love reading, but archaeology of knowledge will lead you to love reading starting from now. Book is the window to open the new world. The world that you want is in the better stage and level. World will always guide you to even the prestige stage of the life. You know, this is some of how reading will give you the kindness. In this case, more books you read more knowledge you know, but it can mean also the bore is full.

The archaeology of knowledge

2 1 The innovative transport systems and the CityMobil project 10 1.1 The research questions 10 2 The state of art in the field of automatic transport systems 12 2.1 Case studies and demand studies for innovative transport systems 12 3 The design and implementation of surveys 14 3.1 Definition of experimental design 14 3.2 Questionnaire design and delivery 16 3.3 First analyses on the collected sample 18 4 Calibration of Logit Multionomial demand models 21 4.1 Methodology 21 4.2 Calibration of the “full” model. 22 4.3 Calibration of the “final” model 24 4.4 The demand analysis through the final Multinomial Logit model 25 5 The analysis of interaction between the demand and socioeconomic attributes 31 5.1 Methodology 31 5.2 Application of Mixed Logit models to the demand 31 5.3 Analysis of the interactions between demand and socioeconomic attributes through Mixed Logit models 32 5.4 Mixed Logit model and interaction between age and the demand for the CTS 38 5.5 Demand analysis with Mixed Logit model 39 6 Final analyses and conclusions 45 6.1 Comparison between the results of the analyses 45 6.2 Conclusions 48 6.3 Answers to the research questions and future developments 52

The European commission

bibliometrix: An R-tool for comprehensive science mapping analysis

https://science.sciencemag.org/content/sci/5/110/206.full.pdf

The american psychological association.

How to use Bibexcel for various types of bibliometric analysis

An increasing demand for bibliometric assessment of individuals has led to a growth of new bibliometric indicators as well as new variants or combinations of established ones. The aim of this review is to contribute with objective facts about the usefulness of bibliometric indicators of the effects of publication activity at the individual level. This paper reviews 108 indicators that can potentially be used to measure performance on individual author-level, and examines the complexity of their calculations in relation to what they are supposed to reflect and ease of end-user application. As such we provide a schematic overview of author-level indicators, where the indicators are broadly categorised into indicators of publication count, indicators that qualify output (on the level of the researcher and journal), indicators of the effect of output (effect as citations, citations normalized to field or the researcher's body of work), indicators that rank the individual's work and indicators of impact over time. Supported by an extensive appendix we present how the indicators are computed, the complexity of the mathematical calculation and demands to data-collection, their advantages and limitations as well as references to surrounding discussion in the bibliometric community. The Appendix supporting this study is available online as supplementary material.

/pdf/a-review-of-the-characteristics-of-108-author-level-hxv4dts2fz.pdf

A review of the characteristics of 108 author-level bibliometric indicators

Gender and sex analysis is increasingly recognized as a key factor in creating better medical research and health care
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 . Using a sample of more than 1.5 million medical research papers, our study examined the potential link between women’s participation in medical science and attention to gender-related and sex-related factors in disease-specific research. Adjusting for variations across countries, disease topics and medical research areas, we compared the participation of women authors in studies that do and do not involve gender and sex analysis. Overall, our results show a robust positive correlation between women’s authorship and the likelihood of a study including gender and sex analysis. These findings corroborate discussions of how women’s participation in medical science links to research outcomes, and show the mutual benefits of promoting both the scientific advancement of women and the integration of gender and sex analysis into medical research. Nielsen and colleagues’ analysis of a large database of medical research papers shows a correlation between women’s authorship and the likelihood of a study including gender and sex analysis.

/pdf/one-and-a-half-million-medical-papers-reveal-a-link-between-21kk2w5eix.pdf

One and a half million medical papers reveal a link between author gender and attention to gender and sex analysis.

Ranking national research systems by citation indicators. A comparative analysis using whole and fractionalised counting methods

No wonder you activities are, reading will be always needed. It is not only to fulfil the duties that you need to finish in deadline time. Reading will encourage your mind and thoughts. Of course, reading will greatly develop your experiences about everything. Reading mapping scientific frontiers the quest for knowledge visualization is also a way as one of the collective books that gives many advantages. The advantages are not only for you, but for the other peoples with those meaningful benefits.

Jesper W. Schneider

Papers

How to use Bibexcel for various types of bibliometric analysis

A review of the characteristics of 108 author-level bibliometric indicators

One and a half million medical papers reveal a link between author gender and attention to gender and sex analysis.

Ranking national research systems by citation indicators. A comparative analysis using whole and fractionalised counting methods

Review of Mapping scientific frontiers: The quest for knowledge visualization by Chaomei Chen. London: Springer-Verlag, 2003