This document discusses research metrics and how they are used to measure the impact and influence of scientific research. It defines several types of metrics including journal impact factors, author metrics, article metrics, and altmetrics. It also explains how impact factors are calculated for journals and describes other measures like the h-index, SNIP, and IPP that provide additional ways to evaluate research outputs and impacts. Scopus and the Web of Science are identified as databases used to find citation counts and metrics.
RESEARCH METRICS
It is the quantitative analysis of scientific and scholarly outputs and their impacts. Research Metrics measure impact and provide insight into the influence of specific journal publications, individual articles, and authors.
Impact Factor Journals as per JCR, SNIP, SJR, IPP, CiteScoreSaptarshi Ghosh
Journal-level metrics
Metrics have become a fact of life in many - if not all - fields of research and scholarship. In an age of information abundance (often termed ‘information overload’), having a shorthand for the signals for where in the ocean of published literature to focus our limited attention has become increasingly important.
Research metrics are sometimes controversial, especially when in popular usage they become proxies for multidimensional concepts such as research quality or impact. Each metric may offer a different emphasis based on its underlying data source, method of calculation, or context of use. For this reason, Elsevier promotes the responsible use of research metrics encapsulated in two “golden rules”. Those are: always use both qualitative and quantitative input for decisions (i.e. expert opinion alongside metrics), and always use more than one research metric as the quantitative input. This second rule acknowledges that performance cannot be expressed by any single metric, as well as the fact that all metrics have specific strengths and weaknesses. Therefore, using multiple complementary metrics can help to provide a more complete picture and reflect different aspects of research productivity and impact in the final assessment. ( Elsevier)
Defining the h index and the calculation process. Also the main advantages and limitations besides how to increasing the h index.
Dr. Hassan Najman MUHAMED
hassan.muhamed@uod.ac
The University of Duhok - Kurdistan region of Iraq
The presentation discusses about a Thesis, Research paper, Review Article & Technical Reports: Organization of thesis and reports, formatting issues, citation methods, references, effective oral presentation of research. Quality indices of research publication: impact factor, immediacy factor, H- index and other citation indices. A verbal consent of Prof. Dr. C. B. Bhatt was obtained (at 4.15pm on Dt. 26-11-2016 at Hall A-2, GTU, Chandkheda) to float the presentation online in benefits of the research scholar society.
Ethical research and publication practices are essential for honest scholarly and scientific research. Most journals today are keenly aware of this: they publish policies on these issues and expect authors to “be aware of, and comply with, best practice in publication ethics”.This article discusses two widespread and related publishing practices that are considered unethical—duplicate publication and simultaneous submission. It draws on definitive international publication ethics guidelines.
Presentation of findings on Bibliometrics; description, methods with examples, advantages and disadvantages. Methods: Citation counts, Publication counts, H-index and Journal Impact Factor (JIF).
Resources used are shared, please use them.
RESEARCH METRICS
It is the quantitative analysis of scientific and scholarly outputs and their impacts. Research Metrics measure impact and provide insight into the influence of specific journal publications, individual articles, and authors.
Impact Factor Journals as per JCR, SNIP, SJR, IPP, CiteScoreSaptarshi Ghosh
Journal-level metrics
Metrics have become a fact of life in many - if not all - fields of research and scholarship. In an age of information abundance (often termed ‘information overload’), having a shorthand for the signals for where in the ocean of published literature to focus our limited attention has become increasingly important.
Research metrics are sometimes controversial, especially when in popular usage they become proxies for multidimensional concepts such as research quality or impact. Each metric may offer a different emphasis based on its underlying data source, method of calculation, or context of use. For this reason, Elsevier promotes the responsible use of research metrics encapsulated in two “golden rules”. Those are: always use both qualitative and quantitative input for decisions (i.e. expert opinion alongside metrics), and always use more than one research metric as the quantitative input. This second rule acknowledges that performance cannot be expressed by any single metric, as well as the fact that all metrics have specific strengths and weaknesses. Therefore, using multiple complementary metrics can help to provide a more complete picture and reflect different aspects of research productivity and impact in the final assessment. ( Elsevier)
Defining the h index and the calculation process. Also the main advantages and limitations besides how to increasing the h index.
Dr. Hassan Najman MUHAMED
hassan.muhamed@uod.ac
The University of Duhok - Kurdistan region of Iraq
The presentation discusses about a Thesis, Research paper, Review Article & Technical Reports: Organization of thesis and reports, formatting issues, citation methods, references, effective oral presentation of research. Quality indices of research publication: impact factor, immediacy factor, H- index and other citation indices. A verbal consent of Prof. Dr. C. B. Bhatt was obtained (at 4.15pm on Dt. 26-11-2016 at Hall A-2, GTU, Chandkheda) to float the presentation online in benefits of the research scholar society.
Ethical research and publication practices are essential for honest scholarly and scientific research. Most journals today are keenly aware of this: they publish policies on these issues and expect authors to “be aware of, and comply with, best practice in publication ethics”.This article discusses two widespread and related publishing practices that are considered unethical—duplicate publication and simultaneous submission. It draws on definitive international publication ethics guidelines.
Presentation of findings on Bibliometrics; description, methods with examples, advantages and disadvantages. Methods: Citation counts, Publication counts, H-index and Journal Impact Factor (JIF).
Resources used are shared, please use them.
Impact Factor and the Evaluation of Scientists - a book chapter by Nicola de ...Xanat V. Meza
Disclaimer: all original texts and images belong to their rightful owners.
Chapter 6 of the Book "Bibliometrics and citation analysis" by Nicola de Bellis.
Prof. sp singh.ph d.course work.2020-21.citation index, journal impact factor...Saurashtra University
Citation index, Journal Impact Factors , H – Index and Impact Factor
-------
RESEARCH, PUBLICATIONS AND QUALITY ASSESSMENT
WIDE VARIATION IN THE ASSESSMENT AND QUALITY JUDGMENT
DIFFRENTIAL LEVEL OF RESEARCH OUTPUT- Reflected by number/frequency/quality of the publication
LACK OF INTEREST
DIFFERNCES IN OVER ALL OBJECTIVES
TYPES OF PUBLICATIONS
TYPES AND QUALITY OF THE JOURNALS
This slide aims to help and guide students on how to start finding literature review through WOS and SCOPUS. The content is excerpted from various sources available from the internet. This is solely meant for education purpose.
Presented to members of the Psychology department as part of the New Tricks Seminar series (February 2016)
• journal metrics using WoS and Scopus
• article level metrics in WoS, Scopus and Google Scholar, and from publishers and the differences in each. Touch on altmetrics.
• author metrics in the above. Touch on Publish or Perish
Tanya Williamson, Academic Liaison Librarian
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
Contact with Dawood Bhai Just call on +92322-6382012 and we'll help you. We'll solve all your problems within 12 to 24 hours and with 101% guarantee and with astrology systematic. If you want to take any personal or professional advice then also you can call us on +92322-6382012 , ONLINE LOVE PROBLEM & Other all types of Daily Life Problem's.Then CALL or WHATSAPP us on +92322-6382012 and Get all these problems solutions here by Amil Baba DAWOOD BANGALI
#vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore#blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #blackmagicforlove #blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #Amilbabainuk #amilbabainspain #amilbabaindubai #Amilbabainnorway #amilbabainkrachi #amilbabainlahore #amilbabaingujranwalan #amilbabainislamabad
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
2. Research Metrics
Research Metrics is the quantitative analysis of scientific
and scholarly research outputs and their impacts.
Research Metrics include a variety of measures and
statistical methods for assessing the quality and broader
impact of scientific and scholarly research, as well as to track
researcher impact
Research Metrics measure impact and provide insight into
the influence of specific journal publications, individual
articles, and authors.
3. Research Metrics Measures
Journal Metrics, such as Impact Factor, helps track citation patterns
within journals and determine which journals are highly-cited.
Author Metrics measure the impact and productivity of a
researcher.
Article Metrics, or citation tracking, is used to determine if an
article, book, journal, or particular author has been cited by another
work.
Altmetrics help researchers measure their impact from papers, data
sets, websites, blog posts, and more. A collated record of all the on
line shares and views of your research
5. Journal Impact Factor
• Also known as “Impact Factor – IF”
• Journal Citation Report of Thomson Reuters
[http://thomsonreuters.com/about/]
• Can be accessed by Web of Science Database.
21 December 2022 5
Journal Impact Factor
6. Eugene Garfield PhD
[16 Sep 1925 -26 Feb 2017)
• Chemistry, Lib Sciences & Structural Linguistics
• Alma mater:Columbia and Pensylvania University.
• Founder and Chairman Emeritus – Thomson
Reuters
Known for:
• Impact Factor
• Bibliometrics
• Scientometrics
• Science and citation index
21 December 2022 Journal Impact Factor 6
7. • A journal impact factor (JIF) is a measure of
how many citations an average article
receives over a given period.
• Bibliometrics is the use of statistical methods
to analyze books, articles and other
publications.
• The sub-field of bibliometrics which concerns
itself with the analysis of scientific
publications is called scientometrics
8. First mention of Impact Factor
Garfield recommends keeping track of who
cited the paper.
“In effect, the system would provide a complete
listing, for the publications covered, of all the
original articles that had referred to the article in
question.” … Such an “impact factor” may be
much more indicative than an absolute count of a
scientist's publications.”
Here impact factor refers to the impact of the
article.
9. Impact Factors for Journals
In the early 1960’s Irving H. Sher and Eugene
Garfield created the Journal Impact Factor to help
select journals for Science Citation Index (SCI).
They knew that a core group of highly cited large
journals needed to be covered in SCI, but they also
wanted to include the small, but important review
journals which would not be included if they relied
only on publication or citation counts.
Created the Journal Impact Factor
10. Impact Factor
The Impact Factor is calculated by dividing the number of
citations in the Journal Citation Report (JCR) in a
particular year by the total number of articles published in
the two previous years.
14. 14
Self-citations affect the evaluation of the journal
Most journals have self-citation
rates of less than or equal to 15%
Source: JCR Science Edition (2010)
o Excessive self-citation weakens the integrity of the journal’s Impact
Factor
o Journals with excessive self-citation may be suppressed from Journal
Citation Reports until the problem is corrected
85%
15.
16. SNIP-Source Normalised Impact per Paper
• SNIP=
No.of citations in present year of
publications of last 3 years
Total no.of publications in last 3 years.
17.
18. IMPACT PER PUBLICATION(IPP)
• Calculated as the number of citations given in the
present year of publications in the past 3 years divided
by the total number of publications in the past 3 years.
• IPP does not correct or normalise for differences in
citation practice between scientific field.
IPP=
No.of citations in present year of publications of
last 3 years
Total no.of publications in last 3 years.
20. H Index
It is an index that attempts to measure both the
productivity and impact of the published work of
a scientist or scholar.
A scholar with an index of h has published h
papers each of which has been cited by others at
least h times.
Serves as an alternative to more traditional
journal impact factor metrics in the evaluation of
the impact of the work of a particular researcher
21. Author H Index
The h-index “gives an estimate of the importance,
significance, and broad impact of a scientist’s
cumulative research contributions”
Hirsch, J. E. (2005). An index to quantify an
individual's scientific research output.
Proceedings of the National Academy of Sciences,
102(46), 16569-16572
22. Finding H Index in SCOPUS
SCOPUS calculates the h-index of an author or a
group of authors using journal publications from
1996-upto current publication.
ie papers published before 1996 are not included
in the calculation. Publications such as book
chapters are not included in the list of
publications or as sources for the citation count.
23. SCImago is a research group from the Consejo Superior de
Investigaciones Científicas (CSIC), University of Granada,
Extremadura, Carlos III (Madrid) and Alcalá de Henares,
dedicated to information analysis, representation and retrieval
by means of visualisation techniques.
31. Citation Index
A citation analysis measures the number of
times an author, article, journal or institution
is cited in the academic literature covered, in
this instance, by ISI’s Web of Science.
32.
33.
34.
35. Journal Impact Factor 35
S COPUS
• Scopus is Elsevier's abstract and citation database
launched in 2004.
• Scopus delivers the most comprehensive
overview of the world’s research output in the
fields of science, technology, medicine, social
Science and arts and humanities
Visit: http://www.info.sciverse.com/scopus/about
36. Journal Impact Factor 36
Scopus helps Researchers
• Find out how many citations an article or an author has received.
• Analyze citations for a particular journal issue, volume or year.
• Use this information to complete grant or other applications quickly
and easily.
• Use the refine results overview to quickly see the main journals,
disciplines and authors that publish in one’s area of interest.
• Uncover important and relevant articles that one may otherwise
miss.
• Check out the work and citations of other authors.
• Click on the cited by and reference links to track research trends
and make connections. One can do this within or across disciplines
one is interested in.
37. SCOPUS – A Glance @ 2020
Journal Impact Factor 37
• Over 25,100 titles
• Over 23,452 peer-reviewed journals
(including 5,500 full open access
journals)
• 294 trade publications
• Over 852 book series
• Over 9.8 million conference papers from
over 1,20,000 worldwide events
• 77.8 million records
Editor's Notes
Thesis statement - your thesis statement will not necessarily argue for a position or an opinion; rather it will argue for a particular perspective on the material. Some sample thesis statements for literature reviews are as follows:
The current trend in treatment for congestive heart failure combines surgery and medicine.
More and more cultural studies scholars are accepting popular media as a subject worthy of academic consideration.