A Brief History of Artificial Intelligence: From Sci-Fi Fantasies to Everyday Life

A Brief History of Artificial Intelligence: From Sci-Fi Fantasies to Everyday Life

Introduction: From Sci-Fi Novels to Our “Little Ding-Dong” Once upon a time, artificial intelligence (AI) was a common theme in science fiction movies and novels, showcasing its omnipotence, evoking wonder and fear. Now, AI is no longer an unattainable dream; it has integrated into our daily lives, becoming an indispensable assistant. Today, let’s discuss how … Read more

DeepNude Technology Explored After Removal

DeepNude Technology Explored After Removal

Click on the “MLNLP” above to select the “Star” public account Heavyweight content delivered first time From: Open Source Frontline (ID: OpenSourceTop) Comprehensive from: https://github.com/yuanxiaosc/DeepNude-an-Image-to-Image-technology, programmers, etc. A while ago, a programmer developed an application called DeepNude. “Is Technology Innocent? The AI Undressing App Was Taken Offline Just Hours After Launch” The app is very … Read more

DeepFakes: Creation, Detection, and Impact

DeepFakes: Creation, Detection, and Impact

DeepFakes is a type of synthetic media that uses powerful artificial intelligence (AI) and machine learning (ML) technologies to generate extremely realistic fake visual and audio content, making it difficult for humans to distinguish it from the original content. In addition to a technical introduction to the concept of DeepFakes, the book also details algorithms … Read more

DeepFakes: Creation, Detection, and Impact

DeepFakes: Creation, Detection, and Impact

Source: Zhuanzhi This article is a book introduction, suggested reading time is 5 minutes. This book is aimed at graduate students, researchers, and professionals in the fields of data science, artificial intelligence, computer vision, and machine learning. DeepFakes is a synthetic media that utilizes powerful artificial intelligence (AI) and machine learning (ML) technologies to generate … Read more

Real-World Medical Knowledge Graph and Clinical Event Graph Construction

Real-World Medical Knowledge Graph and Clinical Event Graph Construction

Due to historical reasons, the characteristics of medical information systems vary among different vendors, and patient information is stored in different internal systems. To use data scattered across various systems, effective governance of the data is required to extract and combine data for the same patient and the same visit into a comprehensive view of … Read more

Introduction to NLP: Tips on Knowledge Graphs and Learning NLP

Introduction to NLP: Tips on Knowledge Graphs and Learning NLP

Recently, I have received many letters from readers, most of whom are just starting to explore the fields of knowledge graphs and natural language processing, and the unfamiliarity brings some insecurity, leaving them feeling a bit lost. Therefore, taking this opportunity, this article discusses the topic of “How to Get Started with Knowledge Graphs and … Read more

Research on Explainable Knowledge Graph Reasoning

Research on Explainable Knowledge Graph Reasoning

About 6600 words in this article, recommended reading time is 5 minutes. The theme of this presentation is research on explainable knowledge graph reasoning. The report is divided into the following 5 parts: Research Background Frontier Progress Research Motivation Recent Research Research Outlook 01 Research Background 1. Introduction First, let’s introduce the background. After more … Read more

Applications of Educational Knowledge Graphs in the Context of AI+

Applications of Educational Knowledge Graphs in the Context of AI+

The development of new generation artificial intelligence technologies such as deep learning, knowledge graphs, and reinforcement learning is driving the “Internet + Education” into a new era of “Smart Education.” Knowledge graphs, as a core driving force for the advancement of artificial intelligence, provide new empowering capabilities for education and teaching in the era of … Read more

From Knowledge Graphs to Cognitive Graphs: History, Development, and Prospects

From Knowledge Graphs to Cognitive Graphs: History, Development, and Prospects

The research hotspot of knowledge graphs has gradually shown a tendency to emphasize quantity over structuredness, which is closely related to the prevalence of deep learning and connectionist ideas. Cognitive graphs dynamically construct knowledge graphs with contextual information based on the dual-processing theory of human cognition and perform reasoning. This article reviews the historical development … Read more

Knowledge Is the Power of AI: A Comprehensive Review from Knowledge Engineering to Knowledge Graphs

Knowledge Is the Power of AI: A Comprehensive Review from Knowledge Engineering to Knowledge Graphs

Introduction Knowledge engineering is a typical representative of symbolic artificial intelligence, and knowledge graphs are the next generation of knowledge engineering technology. How will knowledge engineering influence the future development of artificial intelligence, and even enable computers to possess cognitive abilities similar to those of humans?Professor Xiao Yanghua from Fudan University and founder of Knowledge … Read more