Bibliometric Big Data and its Uses. Dr. Gali Halevi Elsevier, NY
|
|
- Maximilian Cannon
- 8 years ago
- Views:
Transcription
1 Bibliometric Big Data and its Uses Dr. Gali Halevi Elsevier, NY
2 In memoriam
3 The Multidimensional Research Assessment Matrix
4 Unit of assessment Purpose Output dimensions Bibliometric indicators Other indicators Individual Allocate resources Research productivity Publications Peer review Research group Improve performance Quality, scholarly impact Journal citation impact Patents, licences, spin offs Department Increase multidiscipl. research Innovation and social benefit Actual citation impact Invitations for conferences Institution Increase regional engagement Sustainabi-lity & Scale Internat. coauthorship External research income Research field Promotion, hiring Research infrastruct. citation prestige PhD com-pletion rates
5 Unit of assessment Purpose Output dimensions Bibliometric indicators Other indicators Individual Allocate resources Research productivity Publications Peer review Research group Improve performance Quality, scholarly impact Journal citation impact Patents, licences, spin offs Department Increase multidiscipl. research Innovation and social benefit Actual citation impact Read Invitations for conferences column- Institution Increase regional engagement Sustainabi-lity & Scale wise Internat. coauthorship External research income Research field Promotion, hiring Research infrastruct. citation prestige PhD completion rates
6 Unit of assessment Purpose Output dimensions Bibliometric indicators Other indicators Individual Allocate resources Research productivity Publications Peer review Research group Improve performance Quality, scholarly impact Journal citation impact Patents, licences, spin offs Department Increase multidiscipl. research Innovation and social benefit Actual citation impact Invitations for conferences Institution Increase regional engagement Sustainabi-lity & Scale Internat. coauthorship External research income Research field Promotion, hiring Research infrastruct. citation prestige PhD completion rates
7 Indicators that are appropriate in one context may be useless or invalid in another The choice of indicators depends upon: What units is to be assessed Which aspect is being assessed? Why is the assessment done? Meta assumptions on the state of the system under assessment
8 CASE 1 [My view: Inappropriate use] Meta-level : Policy issue Recruitment of new researchers at research universities Policy measure Select the best researchers Bibliometric- operationalization Rank researchers by average impact factor of journals in which they published and select nr. 1
9 CASE 2 [My view: Appropriate use] Meta-level = Policy issue Research community is not sufficiently oriented toward international networks Policy measure Stimulate publication in good international journals Bibliometric - operationalization Count and reward articles in the first impact quartile of journals in subject field
10 Big Data in Bibliometrics In the past decade bibliometric data expanded to include a variety of large scale data such as: Citations References Key words (descriptors) Usage data Full text analytics The availability of the data and technological capabilities brought forth a strong proliferation of bibliometric databases and dataanalytical tools for the development of: Sophisticated and custom scientific evaluation Indicators Measurements of the behavior of researchers, journal editors and publishers; societal impact indicators of research, such as its technological value or its contribution to the enlightenment of the general public; Creation and analysis of large datasets by combining multiple datasets.
11 Compound Big Datasets and their objects of study
12 Examples of Big Data Analysis in Bibliometrics and its uses
13 Relationships between Downloads & Citations Answers questions such as: 1. How is my research impactful? 2. Are my resources optimized?
14 14 Article cycle Downloads Corrected paginated proof online Corrected proof online The effect of citations upon downloads Citations (red curve, low numbers)
15 Large differences in SD download patterns among journals
16 16 Analysis by journal and doc type 1. The number of a journal s downloads is about 100 times its number of citations (in a 5 yr window) 2. The advantage of reviews over normal articles is much larger for downloads than it is for citations 3. Findings suggest that in performance measurement reviews are better handled separately 4. Large differences exist between journals in the absolute level and temporal patterns in download counts
17
18 Patents and scientific articles: Library Science Example Answers questions such as: 1. How does my research impacts the economy? 2. Can I direct my research better? 3. Can I foster corporate / academic relations?
19 Co-Citations analysis in Patents We found that from 1999 the terms began to appear in Patents
20 Co-Citations analysis in Patents The first patent that uses co-citation analysis as a method is a Xerox patent that uses co-citation analysis to generate clusters of documents in a database. Other Assignees included Google, AT&T, Microsoft and others
21 Predictive Trends Modelling with Author and Index Keywords Answers questions such as: 1. What are the upcoming trends in my discipline? 2. Who is researching in emerging areas?
22 Why use Author Keywords Author keywords are assigned by the researchers themselves to describe their work They show unique tagging of the content especially when a new discovery or methodology is concerned When tracked over time they can show growth, adoption and development When compared to the Index keywords they are able to show new concepts later on adopted by the mainline thesauri and indexes
23 Distribution Wind Heat Engine Heat exchanger Heat pump Thermal Performance
24 Citation context analysis Combining citation data with full text article data Answers questions such as: 1. Where is your research cited 2. How multidisciplinary your research is
25 Citation density & sectional distribution Most citations appear in the introduction There are slightly more out-discipline citations than indiscipline citations The findings section followed by the discussion section are the second and third sections where citations appear.
26 Towards an Author Evaluation Tool (AET)
27 Current state Several metrics are widely used in research performance including: Journal Impact Factor H-Index G-Index i10-index (And others; See ) Most of these methods are based on articles / citations counting and calculating their value to come up with a single number Methods based on statistical calculations have been highly criticized due to their rigid nature, complexity and lack of context Despite of the growing criticism of the research evaluation methodologies, evaluative metrics are still needed for: Research and researcher performance Research funding
28 Lessons learned When developing new indicators/metrics we need to Base our work established and accepted methods Combine methods in a way that gives proper weight to each Take into account every data point possible so that the indicator is as comprehensive as possible Make the method flexible enough to be able and contain future data points and/or methods Allow the person or institution measured certain amount of control over the data being calculated Aims for a simple, understandable metric that is transparent and easy to use
29 Basic characteristics of the Self-Organizing Research Assessment Metrics Our model of author assessment combines proper benchmarking with data accuracy enhancement tools The tool facilitates completeness check and corrections of assessed author s publication list Compares an assessed author with other researchers who are active in the same subject field Compare an assessed author with other researchers who are in the same phase of their scientific career Can be easily used by tenured and young researchers as a self-assessment tool, and also by administrators and analysts
30 Selecting an author and collecting publications data We tested level 2 of the model using author data found in Scopus in the field of energy
31 Creating the field appropriateness via cited references This includes the journal, authors and years of publication of the cited references
32 Creating the benchmarking network
33 Selecting the appropriate benchmarking network
34 34 Author Evaluation Metrics XXX Number of articles are above the median compared to the benchmarked network Citations are slightly below the median compared to the benchmarked network Citations per article are at the bottom 25% compared to the benchmarked network The author has a high publication rate but it is not as impactful
35 Valuable notions and distinctions Data accuracy is crucial Use data verified by authors themselves Combine metrics and expert knowledge Impact factors are no substitutes of actual impact Use multiple indicators Take into account career phase Take into account unintended effects Focus on top vs. bottom of quality distribution
36 Co-Authorship & Collaboration Answers questions such as: 1. How diverse are my collaborations? 2. Can I expand my research collaborations? 3. Who and in which countries should I be collaborating with and on what?
37 Main research questions and bibliometric indicators used in this study
38 A bibliometric model for capturing the state of scientific development INTERNATIONALIS ATION PRE- DEVELOPMENT Low research activity without clear policy or structural funding of research. BUILDING- UP Collaborations with developed countries are established. National researchers enter international scientific networks. CONSOLIDATI ON AND EXPANSION The country develops its own scientific infrastructure. The amount of funds available for research increases. Research institutions in the country start functioning as fully fledged partners, and increasingly take the lead in international collaborations.
39 Colombia s Scientific Collaborations
40 Subject Areas
41 Colombia s Collaborations in Medicine
42 Colombia s Collaborations in Agriculture
43 Dr. Gali Halevi Senior Research Analyst and Program Director
Using Big Data Analytics
Using Big Data Analytics to find your Competitive Advantage Alexander van Servellen a.vanservellen@elsevier.com 2013 Electronic Resources and Consortia (November 6 th, 2013) The Topic What is Big Data
More informationScientometrics as Big Data Science:
Scientometrics as Big Data Science: On integration of data sources and the problem of different types of classification systems Henk F. Moed (Elsevier, The Netherlands) With: Marc Luwel (Hercules Foundation,
More informationTHE USE OF THOMSON REUTERS RESEARCH ANALYTIC RESOURCES IN ACADEMIC PERFORMANCE EVALUATION DR. EVANGELIA A.E.C. LIPITAKIS OCTOBER 2014, PRAGUE
THE USE OF THOMSON REUTERS RESEARCH ANALYTIC RESOURCES IN ACADEMIC PERFORMANCE EVALUATION DR. EVANGELIA A.E.C. LIPITAKIS OCTOBER 2014, PRAGUE Thomson Reuters: Solutions Portfolio to Seamlessly Support
More informationQuick Reference Guide www.scopus.com
Quick Reference Guide www.scopus.com Scopus is the largest abstract and citation database of peer-reviewed literature with bibliometrics tools to track, analyze and visualize research. It contains over
More informationBig answers from big data: Thomson Reuters research analytics
Big answers from big data: Thomson Reuters research analytics REUTERS/Stoyan Nenov Nordic Workshop on Bibliometrics and Research Policy Ann Beynon September 2014 Thomson Reuters: Solutions Portfolio to
More informationVersatile weighting strategies for a citation-based research evaluation model
Versatile weighting strategies for a citation-based research evaluation model Gianna M. Del Corso, Francesco Romani joint work with Dario A. Binii Dipartimento di Informatica, Università di Pisa, Italy
More informationBibliometric Mapping & Social Network Analysis: A Novel Approach to Determine Reach of Watson s Caring Theory
Bibliometric Mapping & Social Network Analysis: A Novel Approach to Determine Reach of Watson s Caring Theory Teresa J. Sakraida, PhD, RN Assistant Professor College of Nursing University of Colorado Denver
More informationOn becoming a high impact journal in international business and management
On becoming a high impact journal in international business and management Anne-Wil Harzing Version January 2008 Accepted for European Journal of International Management, vol. 2/2 Copyright 2008 Anne-Wil
More informationDean: James Jiambalvo
Introduction This form is used to capture information to be discussed in the annual budget meetings with the Provost and each School or College. The questions are aimed at gathering data in regard to strategic
More informationScopus. Quick Reference Guide
Scopus Quick Reference Guide Quick Reference Guide An eye on global research. Scopus is the largest abstract and citation database of peer-reviewed literature, with bibliometrics tools to track, analyze
More informationAltmetrics as traces of the computerization of the research
Altmetrics as traces of the computerization of the research process Henk F. Moed Keynote at Altmetrics 14, Indiana University, Bloomington, USA, 23 June 2014 Short CV Henk F. Moed Years Position 1981-2009
More informationOpen Access to Manuscripts, Open Science, and Big Data
Open Access to Manuscripts, Open Science, and Big Data Progress, and the Elsevier Perspective in 2013 Presented by: Dan Morgan Title: Senior Manager Access Relations, Global Academic Relations Company
More informationIDC MaturityScape Benchmark: Big Data and Analytics in Government
IDC MaturityScape Benchmark: Big Data and Analytics in Government Adelaide O Brien Research Director, IDC aobrien@idc.com Presentation to ACT-IAC Emerging Technology SIG July, 2014 IDC MaturityScape Benchmark:
More informationCITATION METRICS WORKSHOP ANALYSIS & INTERPRETATION WEB OF SCIENCE Prepared by Bibliometric Team, NUS Libraries. April 2014.
CITATION METRICS WORKSHOP ANALYSIS & INTERPRETATION WEB OF SCIENCE Prepared by Bibliometric Team, NUS Libraries. April 2014. Analysis & Interpretation of Results using Web of Science Steps Technique Page
More informationA neo4j powered social networking and Question & Answer application to enhance scientific communication. René Pickhardt, Heinrich Hartmann
A neo4j powered social networking and Question & Answer application to enhance scientific communication. René Pickhardt, Heinrich Hartmann related-work.net Roadmap Introduction Data structures for Q &
More informationSocial Media and Citation Metrics
Social Media and Citation Metrics SLA Contributed Paper, 2013 Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensic Science Syracuse University Library, Syracuse, NY Anne E. Rauh, MA Engineering
More informationBibliometrics and Transaction Log Analysis. Bibliometrics Citation Analysis Transaction Log Analysis
and Transaction Log Analysis Bibliometrics Citation Analysis Transaction Log Analysis Definitions: Quantitative study of literatures as reflected in bibliographies Use of quantitative analysis and statistics
More informationSHOULD I APPLY FOR AN ARC DISCOVERY GRANT? GUIDELINES
SHOULD I APPLY FOR AN ARC DISCOVERY GRANT? GUIDELINES Compiled by Gary Luck and Kate Organ, Research Office, CSU Synopsis ARC Discovery Grants fund research projects that advance theory or practical application
More informationAustralian Marketing Scholars Research Impact: An Update and Extension. Geoffrey N. Soutar. University of Western Australia Business School.
Australian Marketing Scholars Research Impact: An Update and Extension Geoffrey N. Soutar University of Western Australia Business School Abstract Academics around the world are being subject to increasing
More informationArticle- Level Metrics. A SPARC Primer
Article- Level Metrics A SPARC Primer Prepared by Greg Tananbaum April, 2013 Contents Executive Summary... 2 Article- Level Metrics Defined... 4 Article- Level Metrics and Open Access... 5 What Article-
More informationVisualization methods for patent data
Visualization methods for patent data Treparel 2013 Dr. Anton Heijs (CTO & Founder) Delft, The Netherlands Introduction Treparel can provide advanced visualizations for patent data. This document describes
More informationBibliometric Tools. Adam Finch Analyst, CSIRO CSIRO SCIENCE EXCELLENCE
Bibliometric Tools Adam Finch Analyst, CSIRO CSIRO SCIENCE EXCELLENCE Subscription tool Analysis by author, organisation, country, subject or publication Uses data from Web of Science Presents a wide range
More informationGame Changers for Researchers: Altmetrics, Big Data, Open Access What Might They Change? Kiki Forsythe, M.L.S.
Game Changers for Researchers: Altmetrics, Big Data, Open Access What Might They Change? Kiki Forsythe, M.L.S. Definition of Game Changer A newly introduced element or factor that changes an existing situation
More informationIDC MaturityScape Benchmark: Big Data and Analytics in Government. Adelaide O Brien Research Director IDC Government Insights June 20, 2014
IDC MaturityScape Benchmark: Big Data and Analytics in Government Adelaide O Brien Research Director IDC Government Insights June 20, 2014 IDC MaturityScape Benchmark: Big Data and Analytics in Government
More informationSocial Media and Citation Metrics
Social Media and Citation Metrics Linda M. Galloway, MLIS Librarian for Biology, Chemistry and Forensic Science Syracuse University Library, Syracuse, NY Anne E. Rauh, MA Engineering and Computer Science
More informationDoes it Matter Which Citation Tool is Used to Compare the h-index of a Group of Highly Cited Researchers?
Australian Journal of Basic and Applied Sciences, 7(4): 198-202, 2013 ISSN 1991-8178 Does it Matter Which Citation Tool is Used to Compare the h-index of a Group of Highly Cited Researchers? 1 Hadi Farhadi,
More informationAn Inside Look into the U.S. News and other Media MBA Rankings. Robert J. Morse, Director of Data Research, U.S. News rmorse@usnews.
An Inside Look into the U.S. News and other Media MBA Rankings Robert J. Morse, Director of Data Research, U.S. News rmorse@usnews.com Presented at: IREG-5 Berlin, Germany October 7, 2010 The Editorial
More informationDiversity and Performance in U Multirank. Frans Kaiser, CHEPS University of Twente, the Netherlands
Diversity and Performance in U Multirank Frans Kaiser, CHEPS University of Twente, the Netherlands 1 Three things on U Multirank One Distinguishing features of U Multirank Two Overview of the U Multirank
More informationLibrary and information science research trends in India
Annals of Library and Studies Vol. 58, December 011, pp. 319-35 Library and information science research trends in India Rekha Mittal Senior Principal Scientist, CSIR-National Institute of Science Communication
More informationMarketing tools to support university library s mission
Qualitative and Quantitative Methods in Libraries (QQML) 2: 205 2012, 2012 Marketing tools to support university library s mission Ilona Trtikova 1, 2 and Lenka Nemeckova 1, 2 1 Czech Technical University
More informationGlobal Research Benchmarking System
Global Research Benchmarking System Media Kit Nov 2011 This media kit includes the following items, 1. Website information 2. Scope - University coverage - Subject area coverage - Interdisciplinary areas
More informationThese two errors are particularly damaging to the perception by students of our program and hurt our recruiting efforts.
Critical Errors in the National Research Council s Ranking of UWM s Economics Program January, 2011 Prepared by Associate Professor Scott Adams, Director of Graduate Studies The National Research Council
More informationResearch Data Management Guide
Research Data Management Guide Research Data Management at Imperial WHAT IS RESEARCH DATA MANAGEMENT (RDM)? Research data management is the planning, organisation and preservation of the evidence that
More informationCourse/Subject: Social Networking for Careers. Enduring Understanding
Course/Subject: Social Networking for Careers Grade: 9 th, 10 th, 11 th & 12 th Enduring Understanding Communication utilized in the proper platform and format is a necessary tool to for individuals to
More informationThe Talent Management Framework
The Talent Framework Executive Summary Josh Bersin Stacey Harris Kim Lamoureux Madeline Laurano David Mallon May 2010 BERSIN & ASSOCIATES RESEARCH REPORT V.1.0 The Talent Framework Executive Summary The
More informationFINDING MEANINGFUL PERFORMANCE MEASURES FOR HIGHER EDUCATION A REPORT FOR EXECUTIVES
FINDING MEANINGFUL PERFORMANCE MEASURES FOR HIGHER EDUCATION A REPORT FOR EXECUTIVES .......................................................................................................................
More informationResearch Papers on Leather Science: A Bibliometric Study
Qualitative and Quantitative Methods in Libraries (QQML) Special Issue Bibliometrics and Scientometrics: 195-202, 2015 Research Papers on Leather Science: A Bibliometric Study Anita Basak 1 and Ratna Bandyopadhyay
More informationJournal Ranking & Impact Factors
[Type here] Journal Ranking & Impact Factors This practical workshop aims to highlight the main tools available to identify and compare journal rankings and impact factors. Their relative strengths and
More informationPromoting Excellence through National Research Assessment Exercises
Promoting Excellence through National Research Assessment Exercises Research Planning: Embedding Analytics in a New Performance Challenge Process at the University of Warwick, UK Dr Giles Carden, Director
More informationSteps to successful publishing
STEPS TO SUCCESSFUL PUBLISHING Steps to successful publishing Ashling Hayes TARA Institutional Repository Content Manager Research Inforamtion Systems hayesas@tcd.ie 1 Trinity College Library Dublin Steps
More informationQuality Graduate Programs and Their Role in Undergraduate Education at Clemson
+ Quality Graduate Programs and Their Role in Undergraduate Education at Clemson Dr. David Blakesley Faculty Representative to the Board of Trustees Clemson University + Graduate and Undergraduate Shared
More informationPolicy on Academic Tracks and Promotions for the School of Nursing (SON) at the American University of Beirut (AUB)
Policy on Academic Tracks and Promotions for the School of Nursing (SON) at the American University of Beirut (AUB) Preamble The School of Nursing currently has 2 tracks, Academic and Clinical. The Academic
More informationData Visualization and Team Collaboration. Michael Paulos Business Analyst Marketing, Cannery Casino Resorts June 5, 2012 1:30-2:15 PM
Data Visualization and Team Collaboration Michael Paulos Business Analyst Marketing, Cannery Casino Resorts June 5, 2012 1:30-2:15 PM Spreadsheets versus Data Visualization Historically the gaming industry
More informationAcknowledging Yade: citation of an open source software in scientific publications.
Acknowledging Yade: citation of an open source software in scientific publications. Bruno Chareyre February 14, 2011 Abstract Software development is not well recognized by the academic world, where publications
More informationHow librarians are raising researchers' reputations (Asia-Pacific focus)
How librarians are raising researchers' reputations (Asia-Pacific focus) An exploration of academic networks, profiles and analysis Dr. Amberyn Thomas, Manager, Scholarly Publications, The University of
More informationWhat Is Keio University Research?
Case Study: Expanding collaboration and seeking new horizons in research Keio University Executive Summary Keio University aimed to build on its core research strengths to meet the changing needs of society.
More informationVHA CENTRAL ATLANTIC COMPENSATION PLAN REDESIGN. Karin Chernoff Kaplan, AVA, Director, DGA Partners. January 5, 2012
VHA CENTRAL ATLANTIC COMPENSATION PLAN REDESIGN Karin Chernoff Kaplan, AVA, Director, DGA Partners January 5, 2012 AGENDA > Introduction and Trends in Physician Compensation > Compensation Plan Design
More informationMarketing Journal and Paper Impact: Some Additional Evidence. Geoffrey N. Soutar. University of Western Australia Business School.
Marketing Journal and Paper Impact: Some Additional Evidence Geoffrey N. Soutar University of Western Australia Business School Abstract The present study updated Soutar and Murphy s (2009) study of the
More informationTowards better understanding Cybersecurity: or are "Cyberspace" and "Cyber Space" the same?
Towards better understanding Cybersecurity: or are "Cyberspace" and "Cyber Space" the same? Stuart Madnick Nazli Choucri Steven Camiña Wei Lee Woon Working Paper CISL# 2012-09 November 2012 Composite Information
More informationDiscover the best keywords for your online marketing campaign
Discover the best keywords for your online marketing campaign Index n... 3 Keyword discovery using manual methodology... 5 Step 1: Keyword analysis and search... 6 Step 2... 10 Additional tools... 11 Competitors...
More informationOverview of Water Utility Benchmarking Methodologies: From Indicators to Incentives
Overview of Water Utility Benchmarking Methodologies: From Indicators to Incentives Sanford Berg and Julie C Padowski sanford.berg@cba.ufl.edu Public Utility Research Center (www.purc.ufl.edu) University
More informationSUBJECT TABLES METHODOLOGY
SUBJECT TABLES METHODOLOGY Version 0.3 Last updated: 28 March 2011 Copyright 2010 QS Intelligence Unit (a division of QS Quacquarelli Symonds Ltd) Contents Background... 3 Subject Disciplines Considered...
More informationstra tegy STRATEGY OF SCHOOL OF BUSINESS AND SOCIAL SCIENCES AARHUS UNIVERSITY 2012-17
stra tegy STRATEGY OF SCHOOL OF BUSINESS AND SOCIAL SCIENCES AARHUS UNIVERSITY 2012-17 INTRODUCTION 1. Introduction The strategy of Aarhus University's School of Business and Social Sciences for the period
More informationImproving Graduate Programs at the University of Miami National University of Ireland, Galway
Improving Graduate Programs at the University of Miami National University of Ireland, Galway Mary M. Sapp, Ph.D. Assistant Vice President Planning & Institutional Research University of Miami Coral Gables,
More informationTHE GEORGE T. HARRELL HEALTH SCIENCES LIBRARY. Strategic Plan 2015-2019
THE GEORGE T. HARRELL HEALTH SCIENCES LIBRARY Strategic Plan 2015-2019 Table of Contents Mission, Vision, Values... 2 Programmatic Areas... 2 Discovery, Access, Preservation... 2 Teaching and Learning...
More informationCollege of Engineering Addendum to MSU Recommendation for Reappointment, Promotion, or Tenure Action - Form D
College of Engineering Addendum to MSU Recommendation for Reappointment, Promotion, or Tenure Action - Form D Additional Instructions for Faculty in the Tenure System Applying for Promotion or Tenure:
More informationExtracting Publications and Citations from Scopus
Extracting Publications and Citations from Scopus Contents About Scopus... 1 Opening the Scopus Database... 1 Finding Publications... 4 Author Search... 4 Affiliation or University Search... 7 Citation
More informationA Talent Management Framework
A Talent Management Framework Assessment Centre Study Group 2012 Theme: The DNA of Managing Talent Presented by Pieter Bronkhorst (Ph.D.) Problem Statement What are the dimensions of Talent? How do we
More informationEnlighten: Adding and Assessing Value
Enlighten: Adding and Assessing Value William J Nixon Head of Digital Library Services COAR-SPARC Conference Porto, April 2015 University of Glasgow Founded in 1451 2 nd oldest University in Scotland (4
More informationSHared Access Research Ecosystem (SHARE)
SHared Access Research Ecosystem (SHARE) June 7, 2013 DRAFT Association of American Universities (AAU) Association of Public and Land-grant Universities (APLU) Association of Research Libraries (ARL) This
More informationFostering Collaborations through Big-Data Analytics
1 Fostering Collaborations through Big-Data Analytics Brad Fenwick Senior Vice President ELSEVIER B.Fenwick@Elsevier.com 865-368-1919 https://www.elsevier.com/research-intelligence/resource-library/eri-collaboration_brochure
More informationClemson University College of Health, Education, and Human Development School of Nursing Promotion, Tenure, and Appointment Renewal Guidelines
Approved SON Faculty September 2000 1 Clemson University College of Health, Education, and Human Development School of Nursing Promotion, Tenure, and Appointment Renewal Guidelines The School of Nursing
More informationJournal Impact Factor, Eigenfactor, Journal Influence and Article Influence
DEPARTMENT OF ECONOMICS AND FINANCE COLLEGE OF BUSINESS AND ECONOMICS UNIVERSITY OF CANTERBURY CHRISTCHURCH, NEW ZEALAND Journal Impact Factor, Eigenfactor, Journal Influence and Article Influence Chia-Lin
More informationHuman Capital Financial Statements
Presents: Human Capital Financial Statements April 19, 2011 About Human Capital Management Institute The Human Capital Management Institute (HCMI) was founded on the belief that organizations can and must,
More informationProgram Review and Assessment
Program Review and Assessment Mark J T Smith Purdue University Graduate School July 2014 Purdue University Land-grant University Five campuses 100+ degree programs 10,000+ students Academic Program Assessment:
More informationConclusions and recommendations on the methodology for multidimensional ranking of the Russian higher education institutions
Conclusions and recommendations on the methodology for multidimensional ranking of the Russian higher education institutions The developed template methodology for multidimensional ranking provides a basis
More informationA Capability Model for Business Analytics: Part 2 Assessing Analytic Capabilities
A Capability Model for Business Analytics: Part 2 Assessing Analytic Capabilities The first article of this series presented the capability model for business analytics that is illustrated in Figure One.
More informationQ+A Memo BACKGROUND. Why is U-Multirank an important development in higher education?
Q+A Memo BACKGROUND Why is U-Multirank an important development in higher education? Europe (and the world) needs a wide diversity of higher education institutions which do well in different areas, to
More informationProgram Quality Assessment. William Wiener william.wiener@marquette.edu
Program Quality Assessment William Wiener william.wiener@marquette.edu Marquette University Medium Sized Private Catholic University 11,500 students 3549 Graduate and Professional Students 39 Master s
More informationRankings Criteria and Their Impact on Universities
Rankings Criteria and Their Impact on Universities Andrejs Rauhvargers http.//www.eua.be Purpose and principles of review Addresses the most popular global university rankings Providing universities with
More informationSEO Presentation. Asenyo Inc.
SEO Presentation What is Search Engine Optimization? Search Engine Optimization (SEO) : PPC and Organic Results Pay Per Click Ads The means of achieving top search engine results without having to incur
More informationIndustrial Strength SEO. Richard Baxter UK SEO Manager Cheapflights 19 th May 2009
Industrial Strength SEO Richard Baxter UK SEO Manager Cheapflights 19 th May 2009 Organisational SEO Make a large website succeed with the right international team, planning, documentation and tools Common
More informationLibrarian s skills for eresearch support Joint project at TUM, CPUT and UniBW_M Dr Caroline Leiss
Librarian s skills for eresearch support Joint project at TUM, CPUT and UniBW_M Dr Caroline Leiss Information Literacy and beyond for E-Research Support 23-24 November 2015 in Prague Technical University
More informationPERIODICAL EVALUATION AND FUNDING OF FCT R&D UNITS - Review Panels Stage 2 - Final Meeting Guidelines
PERIODICAL EVALUATION AND FUNDING OF FCT R&D UNITS - Review Panels Stage 2 - Final Meeting Guidelines 19/11/2014 1 CONTENTS Evaluation Structure - Panels... 3 Inputs... 3 Review Panel meetings (November
More informationEuropean University Association Contribution to the Public Consultation: Science 2.0 : Science in Transition 1. September 2014
European University Association Contribution to the Public Consultation: Science 2.0 : Science in Transition 1 September 2014 With 850 members across 47 countries, the European University Association (EUA)
More informationThe Talent Management Life Cycle Process
The Talent Management Life Cycle Process Organizational Plan Recruiting Plan Development Plan Retention Plan Assessment Plan The Talent Management Life Cycle Process Every organization struggles with the
More informationDEVELOPMENT OF A KNOWLEDGE ECONOMY
DEVELOPMENT OF A KNOWLEDGE ECONOMY HIGHER EDUCATION 6.128 In the global knowledge economy the competitiveness of nations is increasingly determined by their capacity to generate, assimilate and apply new
More informationQUALITY ASSURANCE POLICY
QUALITY ASSURANCE POLICY ACADEMIC DEVELOPMENT & QUALITY ASSURANCE OFFICE ALPHA UNIVERSITY COLLEGE 1. BACKGROUND The Strategic Plan of 2003-2005 E.C of Alpha University s defines the direction Alpha University
More informationGetting Started with 20/20 Insight TRIAL VERSION
Getting Started with 20/20 Insight TRIAL VERSION 20/20 Insight is a registered trademark of Performance Support Systems, Inc., Newport News, VA. Windows XP, MS Outlook, MS Word, Excel and PowerPoint are
More informationRecruiting Recovery Finding Hidden Budget Dollars in Optimized Recruiting Practices
Recruiting Recovery Finding Hidden Budget Dollars in Optimized Recruiting Practices HRsmart October 3, 2012 2 Introduction Carl Kutsmode Partner Talent Acquisition Management Consultant with over 18 years
More informationA Policy Framework for Canadian Digital Infrastructure 1
A Policy Framework for Canadian Digital Infrastructure 1 Introduction and Context The Canadian advanced digital infrastructure (DI) ecosystem is the facilities, services and capacities that provide the
More informationQuality Assurance in Higher Education
III.4.7 Decision-making structures Good practices in decision-making suggest: Strong feeling of identity, commitment and responsibility Recognition based on performance criteria Awareness to improve quality
More informationSupply Chain Talent: A Broken Link in the Supply Chain
Supply Chain Talent: A Broken Link in the Supply Chain Five Proven Strategies to Close the Gaps 8/19/2014 By Lora Cecere Founder and CEO Supply Chain Insights LLC Contents Disclosure Research Research
More informationGuide for Authors MORAVIAN GEOGRAPHICAL REPORTS
MORAVIAN GEOGRAPHICAL REPORTS Guide for Authors Introduction Moravian Geographical Reports [MGR] is an international peer-reviewed journal, which has been published in English continuously since 1993 by
More informationPh.D. Programs. Wonder Investigate Communicate
Ph.D. Programs Wonder Investigate Communicate Accounting and Taxation Business Statistics Finance Management Management Information Systems Marketing Operations Management Visit us online at phd.ba.ttu.edu
More informationA Strategic Plan for Research Growth at UNC Charlotte
A Strategic Plan for Research Growth at UNC Charlotte Bob Wilhelm August 2013 Background In August 2011, Stephen Mosier retired as Vice Chancellor of Research and Federal Relations. Bob Wilhelm was appointed
More informationARIS An Enterprise Tool Supporting BPM and Enterprise Change Management. Carol Hoyt, SVP/Sr. Quality & Change Delivery Consultant June 22, 2010
ARIS An Enterprise Tool Supporting BPM and Enterprise Change Management Carol Hoyt, SVP/Sr. Quality & Change Delivery Consultant June 22, 2010 Bank of America Company profile One of the world s largest
More informationMeasuring impact revisited
Measuring impact revisited Frank Scholze Stuttgart University Library 5th Workshop on Innovations in Scholarly Communication CERN, Geneva, 18.4.2007 Outline 1. Scope / definitions 2. Issues 3. Ongoing
More informationStrategic Plan 2012 2020
Department of Economics College of Arts and Sciences Texas Tech University Strategic Plan 2012 2020 Mission The Department of Economics is dedicated to excellence in teaching, research, and service. The
More informationGoogle Analytics in the Dept. of Medicine
Google Analytics in the Dept. of Medicine Understanding the Analytics Dashboard 1. Click this link to navigate back to your Analytics Settings page, so you can get an overview of and edit all your Analytics
More informationSmall Business Webinar SEOTrainingSW.com 7 Secrets to Online Marketing
Introduction: Jon Rognerud, the best selling author of The Ultimate Guide to Search Engine Optimization and one of the top SEO s in our industry was our guest during this 90- minute webinar focusing on
More informationETCIC Internships Open to Sophomores:
ETCIC Internships Open to Sophomores: If interested in applying for any of these positions, please email emassey1@swarthmore.edu with your resume (and cover letter if required) by Sunday, 9/20 at 11:59pm.
More informationBibliometric study on Dutch Open Access published output 2000-2012/2013
Bibliometric study on Dutch Open Access published output 2000-2012/2013 Preliminary research report to the Dutch Ministry of Science, Culture & Education (OC&W) January 2015 Center for Science & Technology
More informationDepartment of Biological Sciences, National University of Singapore, Singapore
1 2 3 4 5 6 Extreme inequalities of citation counts in environmental sciences Deepthi Chimalakonda 1, Alex R. Cook 2, 3, L. Roman Carrasco 1,* 1 Department of Biological Sciences, National University of
More informationEconomic Development Administration Technology Administration
Department of Commerce Report Succession Planning Management Program: Results through Recruiting, Retooling, Leadership Development, and Workforce Training and Development BACKGROUND The Department of
More informationTracking Campaigns for Local Authorities. Lucian Glenny Web Analyst
Tracking Campaigns for Local Authorities Lucian Glenny Web Analyst Overview 1. Creating a measurement plan 2. Identifying users from your campaign in Google Analytics 3. Analysing the pages viewed by campaign
More informationData Quality Management Strategy 2013-16
Data Quality Management Strategy 2013-16 Document Information Board Library Reference Document Type Strategy Document Subject Data Quality Original Document Author Head of Information & Performance Management
More informationMoving to a new dimension of networks. Connect IQ: evaluator
Moving to a new dimension of networks Connect IQ: evaluator Welcome to Connect IQ evaluator We begin the journey into the new network dimension with the BT Connect IQ evaluator. This is a complimentary
More informationPeters & Heinrich GFKL 2008 - An Introduction
Qualitative Citation Analysis Based on Formal Concept Analysis Wiebke Petersen & Petja Heinrich Institute of Language and Information University of Düsseldorf Overview aim: to present the FCA as an applicable
More informationASSISTANT / ASSOCIATE PROFESSOR (TENURE TRACK)
Dean s Decision 1 (10) APPOINTMENT SPECIFICATION Three positions of PROFESSOR or ASSISTANT / ASSOCIATE PROFESSOR (TENURE TRACK) in the fields of Software Engineering and Software Security, Software Engineering
More information