CpE Platform

Search for topics and find experts

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 2023, august.

What do the terms mean? Freq, Eve, Jou, Cha, Boo, TP and SA & C in the results table? 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
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 categorized into one of the 334 ASJC categories (and corresponding Subject Area) using methods based on ChatGPT and multilingual BERT. Essentially, approximately 40,000 of the publications produced by members of the CpE network were labeled based on questions posed to ChatGPT via the OpenAI API. The responses were directed to categorize each of the publication titles (and the respective venues in which they were published) into one of the 334 categories. This labeled dataset, consisting of triples formed by publication title published venue name ASJC category, was used to train/fine tunning a multilingual BERT-based neural network. This enabled obtaining an ASJC category for the approximately 2.2 million publications that composed the CpE Platform's publication 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.