Frequently Asked Questions
How does the search work?
Each term is searched in the title of all publications by all researchers. If the filter "publications per year" is activated, the search is restricted to the period that comprises the start and end years indicated therein. The results are presented in descending order of frequency, followed by the total number of publications and, finally, in the alphabetical order of the researchers' names.
How were the researchers appearing in this platform selected?
List of terms related to neuroscience, psychology or education:
Access the following link to view the list of terms generated in step 1 of this platform: words.
When the database was collected
The collection of Lattes curricula was carried out in 2024, september.
What do the terms mean? Freq, Eve, Jou, Cha, Boo, TP and SA & C in the results table?
- Freq. Number of times searched terms occur in publication titles.
- Eve. Number of fulltext articles published at events.
- Jou. Number of fulltext articles published in journals.
- Cha. Number of published book chapters.
- Boo. Number of published books.
- TP. Total number of publications (Eve + Per + Cap + Liv).
- SA & C. Subject Area and Category.
What is a Category associated with a publication or an expert?
The term "Category" refers to one of the 334 ASJC (All Science Journal Classification) categories proposed in the document titled: "What is the complete list of Scopus Subject Areas and All Science Journal Classification Codes (ASJC)?", and represents a topic in which the publication is categorized. When referred to in relation to an expert, it means that this is the category in which the academic has the most classified publications.
What do the abbreviations HS, LS, MU, PS, and SH stand for in the Subject Area chart and search results?
The abbreviations HS, LS, MU, PS, and SH represent the five subject areas in which the publications are categorized. The following table provides a breakdown of these areas, including all 334 possible categories.
| Abbreviation and Subject Area |
Category |
|
HS
Health Sciences
|
General Health Professions
Health Professions (miscellaneous)
Chiropractics
Complementary and Manual Therapy
Emergency Medical Services
Health Information Management
Medical Assisting and Transcription
Medical Laboratory Technology
Medical Terminology
Occupational Therapy
Optometry
Pharmacy
Physical Therapy, Sports Therapy and Rehabilitation
Podiatry
Radiological and Ultrasound Technology
Respiratory Care
Speech and Hearing
General Veterinary
Veterinary (miscellaneous)
Equine
Food Animals
Small Animals
General Nursing
Nursing (miscellaneous)
Advanced and Specialized Nursing
Assessment and Diagnosis
Care Planning
Community and Home Care
Critical Care Nursing
Emergency Nursing
Fundamentals and Skills
Gerontology
Issues, Ethics and Legal Aspects
Leadership and Management
LPN and LVN
Maternity and Midwifery
Medical and Surgical Nursing
Nurse Assisting
Nutrition and Dietetics
Oncology (nursing)
Pathophysiology
Pediatrics
Pharmacology (nursing)
Psychiatric Mental Health
Research and Theory
Review and Exam Preparation
General Medicine
Medicine (miscellaneous)
Anatomy
Anesthesiology and Pain Medicine
Biochemistry (medical)
Cardiology and Cardiovascular Medicine
Critical Care and Intensive Care Medicine
Complementary and Alternative Medicine
Dermatology
Drug Guides
Embryology
Emergency Medicine
Endocrinology, Diabetes and Metabolism
Epidemiology
Family Practice
Gastroenterology
Genetics (clinical)
Geriatrics and Gerontology
Health Informatics
Health Policy
Hematology
Hepatology
Histology
Immunology and Allergy
Internal Medicine
Infectious Diseases
Microbiology (medical)
Nephrology
Neurology (clinical)
Obstetrics and Gynecology
Oncology
Ophthalmology
Orthopedics and Sports Medicine
General Dentistry
Otorhinolaryngology
Dentistry (miscellaneous)
Pathology and Forensic Medicine
Dental Assisting
Pediatrics, Perinatology and Child Health
Dental Hygiene
Pharmacology (medical)
Oral Surgery
Physiology (medical)
Orthodontics
Psychiatry and Mental Health
Periodontics
Public Health, Environmental and Occupational Health
Pulmonary and Respiratory Medicine
Radiology, Nuclear Medicine and Imaging
Rehabilitation
Reproductive Medicine
Reviews and References (medical)
Rheumatology
Surgery
Transplantation
Urology
|
|
LS
Life Sciences
|
General Biochemistry, Genetics and Molecular Biology
Biochemistry, Genetics and Molecular Biology (miscellaneous)
Aging
Biochemistry
Biophysics
Biotechnology
Cancer Research
Cell Biology
Clinical Biochemistry
Developmental Biology
Endocrinology
Genetics
Molecular Biology
Molecular Medicine
Physiology
Structural Biology
General Agricultural and Biological Sciences
Agricultural and Biological Sciences (miscellaneous)
Agronomy and Crop Science
Animal Science and Zoology
Aquatic Science
Ecology, Evolution, Behavior and Systematics
Food Science
Forestry
Horticulture
Insect Science
Plant Science
Soil Science
General Immunology and Microbiology
Immunology and Microbiology (miscellaneous)
Applied Microbiology and Biotechnology
Immunology
Microbiology
Parasitology
Virology
General Pharmacology, Toxicology and Pharmaceutics
Pharmacology, Toxicology and Pharmaceutics (miscellaneous)
Drug Discovery
Pharmaceutical Science
Pharmacology
Toxicology
General Neuroscience
Neuroscience (miscellaneous)
Behavioral Neuroscience
Biological Psychiatry
Cellular and Molecular Neuroscience
Cognitive Neuroscience
Developmental Neuroscience
Endocrine and Autonomic Systems
Neurology
Sensory Systems
|
|
MU
Multidisciplinary
|
Multidisciplinary |
|
PH
Physical Sciences
|
Environmental Chemistry
Environmental Engineering
Global and Planetary Change
Health, Toxicology and Mutagenesis
Management, Monitoring, Policy and Law
Nature and Landscape Conservation
Pollution
Waste Management and Disposal
Water Science and Technology
General Physics and Astronomy
Physics and Astronomy (miscellaneous)
Acoustics and Ultrasonics
Astronomy and Astrophysics
Condensed Matter Physics
Instrumentation
Nuclear and High Energy Physics
Atomic and Molecular Physics, and Optics
Radiation
Statistical and Nonlinear Physics
Surfaces and Interfaces
General Mathematics
Mathematics (miscellaneous)
Algebra and Number Theory
Analysis
Applied Mathematics
Computational Mathematics
Control and Optimization
Discrete Mathematics and Combinatorics
Geometry and Topology
Logic
Mathematical Physics
Modeling and Simulation
General Energy
Numerical Analysis
Energy (miscellaneous)
Statistics and Probability
Energy Engineering and Power Technology
Theoretical Computer Science
Fuel Technology
Nuclear Energy and Engineering
Renewable Energy, Sustainability and the Environment
General Chemistry
Chemistry (miscellaneous)
Analytical Chemistry
Electrochemistry
Inorganic Chemistry
Organic Chemistry
Physical and Theoretical Chemistry
Spectroscopy
General Earth and Planetary Sciences
Earth and Planetary Sciences (miscellaneous)
Atmospheric Science
Computers in Earth Sciences
Earth-Surface Processes
Economic Geology
Geochemistry and Petrology
Geology
Geophysics
Geotechnical Engineering and Engineering Geology
Oceanography
Paleontology
Space and Planetary Science
Stratigraphy
General Engineering
Engineering (miscellaneous)
Aerospace Engineering
Automotive Engineering
Biomedical Engineering
Civil and Structural Engineering
Computational Mechanics
Control and Systems Engineering
Electrical and Electronic Engineering
Industrial and Manufacturing Engineering
Mechanical Engineering
Mechanics of Materials
General Computer Science
Ocean Engineering
Computer Science (miscellaneous)
Safety, Risk, Reliability and Quality
Artificial Intelligence
Media Technology
Computational Theory and Mathematics
Building and Construction
Computer Graphics and Computer-Aided Design
Architecture
Computer Networks and Communications
Computer Science Applications
Computer Vision and Pattern Recognition
Hardware and Architecture
Human-Computer Interaction
Information Systems
Signal Processing
Software
General Materials Science
Materials Science (miscellaneous)
Biomaterials
Ceramics and Composites
Electronic, Optical and Magnetic Materials
Materials Chemistry
Metals and Alloys
Polymers and Plastics
Surfaces, Coatings and Films
General Chemical Engineering
Chemical Engineering (miscellaneous)
Bioengineering
Catalysis
Chemical Health and Safety
Colloid and Surface Chemistry
Filtration and Separation
Fluid Flow and Transfer Processes
Process Chemistry and Technology
General Environmental Science
Environmental Science (miscellaneous)
Ecological Modeling
Ecology
|
|
SH
Social Sciences & Humanities
|
General Decision Sciences
Decision Sciences (miscellaneous)
Information Systems and Management
Management Science and Operations Research
Statistics, Probability and Uncertainty
General Business, Management and Accounting
Business, Management and Accounting (miscellaneous)
Accounting
Business and International Management
Management Information Systems
Management of Technology and Innovation
Marketing
Organizational Behavior and Human Resource Management
Strategy and Management
General Psychology
Tourism, Leisure and Hospitality Management
Psychology (miscellaneous)
Industrial Relations
Applied Psychology
Clinical Psychology
Developmental and Educational Psychology
Experimental and Cognitive Psychology
Neuropsychology and Physiological Psychology
Social Psychology
General Arts and Humanities
Arts and Humanities (miscellaneous)
History
Language and Linguistics
Archeology (arts and humanities)
Classics
Conservation
History and Philosophy of Science
Literature and Literary Theory
Museology
Music
Philosophy
Religious Studies
Visual Arts and Performing Arts
General Economics, Econometrics and Finance
Economics, Econometrics and Finance (miscellaneous)
Economics and Econometrics
Finance
General Social Sciences
Social Sciences (miscellaneous)
Archeology
Development
Education
Geography, Planning and Development
Health (social science)
Human Factors and Ergonomics
Law
Library and Information Sciences
Linguistics and Language
Safety Research
Sociology and Political Science
Transportation
Anthropology
Communication
Cultural Studies
Demography
Gender Studies
Life-span and Life-course Studies
Political Science and International Relations
Public Administration
Urban Studies
|
How were the Subject Area and Category assigned to the publications?
Each publication was classified into one of the 334 ASJC categories (and the corresponding Thematic Area) using methods based on Large Language Models (gpt-3.5-turbo-0613 and llama 3.1:70b), as well as BERT for multiple languages. Essentially, around 40,000 publications authored by members of the CpE network were labeled based on questions posed to ChatGPT via the OpenAI API. The responses were used to classify each publication title (and the respective outlets where they were published) into one of the 334 categories. This labeled dataset, that is, consisting of triplets formed by publication title published venue name ASJC category, was used to train/improve a multilingual BERT-based neural network; this enabled the assignment of an ASJC category to 2.2 million publications that make up the publication database of the CpE Platform. In the update carried out in November 2024, the Llama 3.1 model, with 70 billion parameters, was used to classify approximately 600,000 publications that were added to the CpE Platform database. More information about these technologies can be found through the following links:
What does the number following the Subject Area and ASJC category on the members and search results screens mean?
This number represents the percentage of the specialist's publications that have been categorized under the indicated ASJC category. In the following example, it means that 72% of the specialist's publications have been labeled as "Computer Science Applications".
PS
Computer Science Applications
0,72
How to quote the CpE platform
R. Lent, D. Foguel, M. Z. Guimarães, D. Botaro, J. P. Mena-Chalco. Science for Education network: The Brazilian proposal. In book: Developing Minds in the Digital Age: Towards a Science of Learning for 21st Century Education. OECD Publishing, Paris. 2019.
Questions or suggestions?
Contact us via e-mail contato@cienciaparaeducacao.org or the tab Contact.
