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transformative learning

GeneTech 知识引擎共收录 2713 篇相关科研实体，横跨 30 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Norm mining, identification, and detection: a systematic literature review.
  2026 · AI Agent 生态 · This paper presents a systematic literature review on norm identification in multi-agent systems. Norms play a crucial role in guiding agent behavior, ensuring cooperation, and resolving conflicts. By analyzing 35 select…
• A foundational architecture for AI agents in healthcare
  2025 · AI Agent 生态 · Medical AI agents represent a transformative paradigm in healthcare, distinguished from traditional AI by their autonomy, adaptability, and ability to manage complex tasks. This review introduces a conceptual framework f…
• Cloud-edge-device collaborative computing in smart agriculture: architectures, applications, and future perspectives.
  2025 · 智慧农业 · Smart agriculture is rapidly evolving in response to growing global demands for food security and sustainable resource management. Cloud-edge-device collaborative computing has emerged as a transformative paradigm, addre…
• AI as a catalyst for transforming scientific research: a perspective
  2026 · AI Agent 生态 · Artificial intelligence (AI) is revolutionizing how we conduct, scale, and reimagine scientific research. Unlike prior technologies that amplified human capability within existing paradigms, AI is redefining the very ste…
• AI agents for solid electrolytes: opportunities, challenges, and future directions
  2026 · AI Agent 生态 · Artificial intelligence (AI) and autonomous agents are transforming the discovery and optimization of solid electrolytes, a class of materials crucial to the safety and performance of next-generation batteries. This revi…
• Transforming Healthcare and Human-Computer Interaction Through Conversational AI
  2026 · AI Agent 生态 · The rapid advancements in artificial intelligence (AI), specifically in the realms of machine learning, deep learning, and natural language processing, have brought about transformative changes in the interaction between…
• A Comprehensive Review of Smart Agriculture: Integrating AI, IoT and Precision Farming
  2026 · 智慧农业 · Modern agriculture faces complex challenges that demand innovative solutions. This literature survey on smart agriculture technologies explores the collective findings from various papers, shedding light on the transform…
• Deep Learning
  2026 · 智慧农业 · The burgeoning fields of plant science and agriculture are undergoing a profound transformation driven by the advent of deep learning. This powerful subset of artificial intelligence is enabling researchers to extract un…
• Influence of Internet of Things and Artificial Intelligence in Precision Agriculture of Coffee Crop
  2026 · 智慧农业 · The new generation of agricultural farms is based on precision agriculture. The precision agriculture promotes the adoption of advanced technologies, enhancing farm productivity, reducing operational costs, and supportin…
• Advances in Artificial Intelligence for Plant Systems Biology
  2026 · 智慧农业 · Advances in artificial intelligence (AI) have significantly transformed plant systems biology, providing novel tools to unravel complex biological processes and address pressing challenges in agriculture and ecology. Thi…
• Integrating AI with Plant Functional Genomics
  2026 · 智慧农业 · The advances in artificial intelligence (AI) have revolutionized plant functional genomics research to the extent of enabling high-resolution and large-scale analysis of complex molecular data. This chapter explores the …
• Towards Sustainable Irrigation
  2026 · 智慧农业 · Smart irrigation systems integrating Artificial Intelligence (AI) and Internet of Things (IoT) technologies are revolutionizing water management in agriculture. A typological classification is displayed covering classica…
• Integration of AI with Precision Agriculture for Targeted Pest Control
  2026 · 智慧农业 · The integration of artificial intelligence (AI) with precision agriculture has revolutionized targeted pest control by enabling early pest detection, predictive analytics, and precise pesticide application. With AI-drive…
• AI-Based Crop Disease Prediction and Smart Farming Application
  2026 · 智慧农业 · AI-based agricultural platform that offers multilingual and data-supported help for sustainable agriculture practices for Indian farmers. The application uses latest technology advancements, which include an API for robu…
• PRECISION AGRICULTURE TECHNOLOGIES FOR ENHANCING CROP YIELD AND RESOURCE EFFICIENCY: A COMPREHENSIVE REVIEW
  2026 · 智慧农业 · The increasing global demand for food, coupled with limited natural resources and climate variability, has created significant challenges for modern agriculture. Precision agriculture has emerged as an innovative approac…
• Artificial Intelligence Approaches for Analyzing and Interpreting Visual Data in Plant Biology
  2026 · 智慧农业 · The integration of advanced imaging technologies in plant science is reshaping the way we monitor and manage agricultural systems. This chapter explores the significance of image-based data in modern plant science, empha…
• PRECISION AGRICULTURE AND ARTIFICIAL INTELLIGENCE FOR SUSTAINABLE CROP PRODUCTION: A REVIEW OF EMERGING TECHNOLOGIES AND FUTURE APPLICATIONS
  2026 · 智慧农业 · The increasing demand for food, declining natural resources, climate variability, and environmental concerns have accelerated the adoption of advanced technologies in agriculture. Precision Agriculture (PA) and Artificia…
• Uncovering Complicated Plant Biological Networks through the Assistance of Artificial Intelligence Tools
  2026 · 智慧农业 · Plant biological networks, comprising gene regulatory, protein–protein interaction (PPI), and metabolic pathways, are intricate systems fundamental to understanding plant development and physiology. The advent of artific…
• AI-Enabled ChatGPT and Large Language Models in Plant Research
  2026 · 智慧农业 · The revolutionary role of artificial intelligence (AI), specifically ChatGPT and large language models (LLMs) in furthering plant research is explored in this chapter. AI provides innovative solutions that improve produc…
• ENHANCING SMART FARMING WITH CONTAINERIZED DEEP LEARNING AND KUBERNETES: UTILIZING HIPPOPOTAMUS OPTIMIZED ATTENTION MODEL FOR PREDICTIVE AGRICULTURE
  2026 · 智慧农业 · Abstract The integration of deep learning technologies into agriculture has the potential to revolutionize smart farming by enhancing efficiency, sustainability, and productivity. This study focuses on leveraging the Hip…
• Getting Started with Biodynamic Farming
  2026 · 智慧农业 · Biodynamic farming is a holistic and sustainable approach to agriculture that views the farm as a self-sustaining ecosystem. This article provides a comprehensive guide for beginners looking to embark on biodynamic farmi…
• Livestock Integration in Biodynamic Farming
  2026 · 智慧农业 · Biodynamic farming is an advanced agricultural approach that incorporates ecological, ethical, and holistic practices to create a self-sustaining ecosystem. A key component of biodynamic farming is livestock integration,…
• Robotics For Animal Behavior and Welfare
  2026 · 智慧农业 · The integration of robotics into animal behaviour analysis and welfare is transforming the way animals are monitored, studied, and cared for across sectors such as agriculture, laboratory research, and wildlife conservat…
• Expanding Social Capital with AI: Reducing Digital Noise for Stronger Cross-Functional Alignment in Global B2B Platform Ecosystems
  2026 · AI 安全与对齐 · In today’s fast-changing, unpredictable, and complex business environment, the success of Business-to-Business (B2B) platform strategies relies heavily on how well Social Capital is managed. This valuable but intangible …
• Federated multimodal AI for precision-equitable diabetes care
  2026 · AI 安全与对齐 · Type 2 diabetes mellitus (T2DM) constitutes a rapidly expanding global epidemic whose societal burden is amplified by deep-rooted health inequities. Socio-economic disadvantage, minority ethnicity, low health literacy, a…
• A systematic review of intelligent and robot tutoring systems: evolution, pedagogical design, and AI-driven classification
  2026 · AI 安全与对齐 · Abstract This study systematically reviews the transformative role of Tutoring Systems, encompassing Intelligent Tutoring Systems (ITS) and Robot Tutoring Systems (RTS), in addressing global educational challenges throug…
• Evolution of AI in Education: Agentic Workflows
  2025 · AI Agent 生态 · The primary goal of this study is to analyze agentic workflows in education according to the proposed four major technological paradigms: reflection, planning, tool use, and multi-agent collaboration. We critically exami…
• LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision, and the Road Ahead
  2025 · AI Agent 生态 · Integrating Large Language Models (LLMs) into autonomous agents marks a significant shift in the research landscape by offering cognitive abilities that are competitive with human planning and reasoning. This article exp…
• The Impact of AI on Hiring and Talent Management: AI as collaborator, agent and revolutionary
  2025 · AI Agent 生态 · The integration of Artificial Intelligence (AI) into Human Resources (HR) is revolutionizing talent management and acquisition. AI’s impact is complex, offering both opportunities and challenges. Informed by interviews w…
• Advancements in Multi-Agent Large Language Model Systems for Next-Generation AI
  2025 · AI Agent 生态 · The integration of Multi-Agent Systems (MAS) with Large Language Models (LLMs) represents a significant advancement in the field of artificial intelligence, enabling the development of intelligent, autonomous systems cap…
• Pervasive Teledildonics: How AI Aims to Impact Human sexuality
  2025 · AI Agent 生态 · Since the Covid-19 pandemic, sexual technology sales have increased all over the world, especially for devices allowing users to connect with each other or the internet. The convergence of sexualtechnology with pervasive…
• Research on Teaching Design for AI-Enabled Higherorder Thinking Cultivation
  2025 · AI Agent 生态 · This study investigates the integration of AI technology in fostering higher-order thinking skills, demonstrating the capacity of AI to enhance students' capabilities in critical thinking, innovation, and problem-solving…
• Vision: How to fully unleash the productivity of Agentic AI? Decentralized Agent Swarm Network
  2025 · AI Agent 生态 · Recent advances in LLM-based agents demonstrate impressive autonomy yet remain isolated and static, limiting trustless collaboration and dynamic coordination. In this paper, we envision a decentralized swarm architecture…
• Demo of the Future: Autonomous Web3 AI Agent Showcase
  2025 · AI Agent 生态 · Web3 AI agents represent a groundbreaking fusion of artificial intelligence and blockchain technology, enabling the creation of autonomous agents capable of proactive decision-making and execution without reliance on cen…
• Agentic AI Systems: What It Is and Isn't
  2025 · AI Agent 生态 · ABSTRACT The rapid adoption of artificial intelligence (AI) is shifting from tools that assist human tasks toward self‐directed, agentic AI systems capable of planning and executing complex goals with minimal oversight. …
• Machine Vision and AI Algorithms for Sorting Grading and Quality Analysis in Post Harvest Processing
  2025 · 智慧农业 · The integration of machine vision and artificial intelligence (AI) algorithms has revolutionized post-harvest processing in agriculture, enhancing the efficiency, accuracy, and scalability of sorting, grading, and qualit…
• AI, Precision Agriculture and Tourism for Sustainable Regional Development: The Case of the Aegean Islands and Crete, Greece
  2025 · 智慧农业 · Artificial Intelligence plays an exponentially growing role in producing data-driven policy insights. In this policy-oriented case study, AI technology is examined as a necessary coordination node through evidence-based …
• Mobile Mapping Systems
  2025 · 智慧农业 · Mobile Mapping Systems (MMS) are transforming agriculture by integrating advanced sensors, geospatial technologies, and real-time data processing to enhance decision-making. These systems improve productivity, optimize r…
• Emerging trends in soil and crop sensing for enhanced data-driven decision making in precision agriculture
  2025 · 智慧农业 · The integration of advanced soil and crop sensing technologies with data-driven strategies is revolutionising precision agriculture, addressing urgent global challenges such as increasing food demand and sustainability. …
• Role of Artificial Intelligence Tools in CRISPR-Cas9 Genomic Editing Technique for Precision Agriculture
  2025 · 智慧农业 · CRISPR-Cas9 is a groundbreaking technology that has revolutionized genetic engineering by allowing precise and efficient genome editing. Despite its potential, the complexity and variability of genomic data present signi…
• Computer Vision for Site-Specific Weed Management in Precision Agriculture: A Review
  2025 · 智慧农业 · Weed management is always a challenge in crop production, exacerbated by the issue of herbicide resistance. Excessive herbicide application not only leads to the development of herbicide resistance weeds but also causes …
• Revolutionizing Farming With Agriculture 4.0
  2025 · 智慧农业 · The emergence of Agriculture 4.0 signifies a pivotal transformation in farming, driven by the adoption of advanced technologies to address essential issues like global food security, environmental sustainability, and cli…
• Drones in Agriculture: Aerial Intelligence for Precision Farming
  2025 · 智慧农业 · The integration of drones into agriculture has transformed traditional farming, ushering in precision farming. This chapter explores drones as aerial intelligence platforms, enhancing agricultural processes through advan…
• A review of AI and precision farming in Indian agriculture: Innovations, applications, and challenges
  2025 · 智慧农业 · Precision farming and artificial intelligence (AI) are transforming Indian agriculture by enhancing productivity, optimizing resource use, and ensuring sustainability. With over 58% of the Indian population dependent on …
• Advancing Sustainability and Productivity: The Role of Precision Agriculture in Vineyards and Olive Groves
  2025 · 智慧农业 · Precision agriculture has emerged as a vital approach to modern agricultural management, addressing the dual challenge of increasing food production while preserving the environment. Its importance lies in its ability to…
• Augmented Reality in Sustainable Farming: Exploring Use Cases for Precision Agriculture
  2025 · 智慧农业 · Augmented reality (AR) is revolutionizing the agricultural sector by making precision, efficiency, and sustainability at the core of farming practices. This chapter goes through the AR s transformative power in solving v…
• Robotics and Automation in Modern Agriculture
  2025 · 智慧农业 · The integration of robotics and automation in modern agriculture is transforming the landscape of food production, significantly enhancing efficiency, precision, and sustainability. This chapter explores the revolutionar…
• AI in Climate Smart Agriculture for Risk Mitigation and Adaptation Strategies
  2025 · 智慧农业 · Climate change poses a significant threat to global agriculture, requiring innovative solutions to enhance resilience and sustainability in farming systems. Artificial Intelligence (AI) has emerged as a transformative to…
• AI Based Decision Support Systems for Irrigation Scheduling and Water Resource Optimization
  2025 · 智慧农业 · The integration of Artificial Intelligence (AI) into water management systems represents a significant advancement in optimizing water usage, enhancing sustainability, and addressing the growing challenges of water scarc…
• Enhancing IoT-Based Smart Irrigation Efficiency Through Optimized Sensor Placement, Noise Elimination, and Incremental Learning
  2025 · 智慧农业 · Modern agriculture faces challenges requiring innovative solutions to balance productivity with sustainability. Optimizing irrigation is critical, as traditional systems lead to water waste and inefficiencies, necessitat…
• Harnessing Intelligence: A Comprehensive Exploration of AI in Agriculture
  2025 · 智慧农业 · The integration of Artificial Intelligence (AI) in agriculture proposes a significant alteration in the approach of the global agricultural sector towards its obstacles. This comprehensive section delves into the multifa…
• Artificial Intelligence Approaches for Fertilizer and Pesticide Recommendation Systems
  2025 · 智慧农业 · The integration of Artificial Intelligence (AI) in agricultural systems has revolutionized the way fertilizers and pesticides are managed, offering precise, data-driven solutions that enhance productivity while promoting…
• Geospatial AI for Land Use Classification and Sustainable Agricultural Zoning
  2025 · 智慧农业 · This book chapter explores the transformative role of geospatial artificial intelligence (AI) in agricultural land zoning, with a focus on balancing economic development and environmental sustainability. As global demand…
• Smart Farming Technologies for Global Food Security: A Review of Robotics and Automation
  2025 · 智慧农业 · This narrative review explores the role of robotics and automation in precision agriculture, particularly in addressing global challenges such as food security, labor shortages, and environmental sustainability. A system…
• Blockchain and AI Convergence for Secure Agricultural Supply Chain Traceability
  2025 · 智慧农业 · The integration of Blockchain and Artificial Intelligence (AI) in agricultural supply chains represents a transformative shift towards enhanced transparency, security, and operational efficiency. As the agricultural sect…
• SUSTAINABLE FARMING REVOLUTION
  2025 · 智慧农业 · The book begins with an introduction to sustainable farming, addressing the pressing need for a farming revolution in response to environmental challenges. It highlights the crucial role of technology, including environm…
• Green Agricultural Innovation
  2025 · 智慧农业 · Combining 3D printing, Extended Reality (XR), and artificial intelligence (AI), the Green Agricultural Innovation offers a breakthrough approach to raise agricultural production and sustainability. The aim of this paper …
• Machine Learning Techniques for Soil Health Assessment and Crop Suitability Prediction
  2025 · 智慧农业 · The dynamic interplay between soil health and agricultural productivity is heavily influenced by various environmental and management factors, with soil properties undergoing temporal fluctuations that impact crop growth…
• AI for Sustainable Agriculture: Smart Farming Solutions
  2025 · 智慧农业 · The increasing global demand for food production, coupled with the challenges posed by climate change and resource scarcity, has intensified the need for innovative agricultural practices. Artificial Intelligence (AI) ha…
• Cyber Security Risk in Smart Agriculture in Regional Australia
  2025 · 智慧农业 · Agriculture is a fundamental global primary industry, evolving with advances in ICT and automation. The rise in ‘smart farming' integrates cutting-edge technologies like IoT, drones, sensors, GPS, big data analytics, and…

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