Plataforma CpE

Busque por temas e encontre especialistas

Perguntas Frequentes

Como a busca funciona?

Cada termo é buscado no título de todas as publicações de todos os pesquisadores. Caso o filtro "publicações por ano" esteja ativado, essa busca é restrita ao período que compreende os anos inicial e final nele indicados. Os resultados são apresentados em ordem decrescente de Freq, seguidos do número total de publicações e, por último, dos nomes dos pesquisadores em ordem alfabética.

Como os pesquisadores presentes nesta plataforma foram selecionados?
Lista de termos relacionados com neurociência, psicologia ou educação:

Acesse o seguinte link para visualizar a lista de termos gerada na etapa 1 desta plataforma: termos.

Quando os dados foram coletados?

A coleta dos currículos Lattes foi realizada em setembro de 2024.

O que significam os termos Freq, Eve, Per, Cap, Liv, TP e AT & C na tabela de resultados? O que é uma Categoria associada a uma publicação ou a um acadêmico?

O termo "Categoria" se refere a uma das 334 categorias ASJC propostas no documento intitulado "What is the complete list of Scopus Subject Areas and All Science Journal Classification Codes (ASJC)?", e representa um tópico no qual a publicação está inserida. Quando apresentada referindo-se a um especialista, significa que essa é a categoria na qual o acadêmico possui mais publicações classificadas.

O que são as siglas HS, LS, MU, PS e SH no gráfico de Área Temática e nos resultados de busca?

As siglas HS, LS, MU, PS e SH representam as cinca áreas temáticas nas quais as publicações estão inseridas. A tabela seguinte apresenta um detalhamento acerca dessas áreas, incluindo todas as 334 possíveis categorias.

Sigla e Área Temática Categorias
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
Como a Área Temática e a Categoria foram atribuídas às publicações?

Cada publicação foi classificada em uma das 334 categorias ASJC (e correspondente Área Temática) por meio de métodos baseados em modelos Large Language Models (gpt-3.5-turbo-0613 e llama 3.1:70b), e BERT para múltiplos idiomas. Basicamente, cerca de 40 mil das publicações realizadas pelos membros da rede CpE foram rotuladas a partir de perguntas realizadas ao ChatGPT por meio da OpenAI API. As respostas foram direcionadas para classificar cada um dos títulos das publicações (e respecitivos veículos em que foram publicados) em uma das 334 categorias. Esse conjunto de dados rotulado, isto é, de trincas formadas por título de publicação nome de veículo publicado categoria ASJC, foi utilizado para treinar/aperfeiçoar uma rede neural baseada em BERT multilíngue; isso permitiu obter uma categoria ASJC para 2,2 milhões de publicações que compõem a base de publicações da Plataforma CpE. Na atualização realizada em novembro de 2024, foi utilizado o modelo llama 3.1, de 70 bilhões de parâmetros, para classificar cerca de 600 mil publicacões que foram acrescidas à base de dados da Plataforma CpE. Mais informações dessas tecnologias podem ser obtidas por meio dos seguintes links:

O que significa o número que ocorre após a Área Temática e a categoria ASJC nas telas de membros e resultados de busca?

Esse número representa o percentual de publicações do especialista que foram classificadas na categoria ASJC indicada. No exemplo seguinte, significa que 72% das publicacões do especialista foram rotuladas como "Computer Science Applications".

PS Computer Science Applications 0,72 Como citar a Plataforma CpE?

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.

Dúvidas ou sugestões?

Fale conosco através do e-mail contato@cienciaparaeducacao.org ou da aba Contato.