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- A knowledge graph is a data structure in which an application stores information1. In software design, a knowledge graph can be used to represent complex relationships between entities with a graph structure2. It represents data about a knowledge domain as a graph structure that exposes the relationships between each pair of entities2.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.A knowledge graph serves as a data structure in which an application stores information. The information could be added to the knowledge graph through a combination of human input, automated and semi-automated methods.ai.stanford.edu/blog/introduction-to-knowledge-gra…In software design, we can represent these kinds of complex relationships between entities with a graph structure. A knowledge graph represents data about a knowledge domain as a graph structure that exposes the relationships between each pair of entities.developers.redhat.com/blog/2021/05/10/use-knowl…
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Application of knowledge graph in software engineering field: A systematic literature review
- Published: 2023/12/01
- DOI: 10.1016/j.infsof.2023.107327
- Cited By: 0
- Keywords: Knowledge graph; Software engineering; Cod…
Context: Knowledge graphs describe knowledge resources and their carriers through visualization. Moreover, they mine, analyze, construct, draw, and display knowledge and their interrelationships to reveal the dynamic development law of the knowledge field. Furthermore, knowledge graphs provide prac...Application of knowledge graph in software engineering field: A ...
Dec 1, 2023 · We studied the emerging research methods in ontology modeling, named entity recognition, and knowledge fusion in graph construction and found that current knowledge …
Review on Applications of Knowledge Graph in Software …
Knowledge graph (KG) can represent the domain knowledge in the structural entities and relations and have become a popular AI technique. Software knowledge provides a deep understanding …
Building a Knowledge Graph of Your Codebase
Sep 2, 2024 · Enter the Code Knowledge Graph. A code knowledge graph is more than just a fancy diagram. It’s a living, breathing representation of your codebase that captures: Code …
Building a Knowledge Graph of Your Codebase
Sep 5, 2024 · Transform your codebase with a knowledge graph for better structure, relationships, and metadata insights. LLMs for enhanced software comprehension.
Defining a Knowledge Graph Development Process …
May 2, 2022 · Knowledge graphs—graph-structured knowledge bases [57]—are widely employed to represent structured knowledge and perform a variety of AI driven tasks in the context of diverse, dynamic, and large-scale data [32, 87].
How to Build a Knowledge Graph: A Step-by-Step Guide
Sep 30, 2024 · Learn how to build a knowledge graph from unstructured data with this step-by-step guide, enhancing AI, data discovery, and strategic insights.
SoftKG: Building A Software Development Knowledge Graph …
To address the above limitations, we propose to build a software development knowledge graph (SoftKG) through Wikipedia taxonomy. Specifically, we propose a framework to build SoftKG …
Knowledge Graphs In Software Engineering | Restackio
Jan 19, 2025 · Knowledge graphs in software engineering have evolved significantly, integrating with advanced technologies to enhance their capabilities. This section delves into the various …
How to Construct Software Knowledge Graph: A Case Study
To explore the way of constructing a software knowledge graph, this paper proposes a case study by using source code, related documents and relations among the information to build …
Organizing Knowledge With Knowledge Graphs: …
Mar 22, 2024 · In this article, learn more about why and how knowledge graphs are a promising candidate to become a cornerstone of modern software engineering practices. Join the DZone community and get the...
How to Build a Knowledge Graph for Massive Gains | DataStax
Dec 30, 2024 · Here’s how to build a robust, scalable knowledge graph that delivers context-rich application insights and powerful analytics using DataStax tools. What is a knowledge graph? …
How to Design and Build a Knowledge Graph from Scratch
Querying a knowledge graph requires a good understanding of the ontology, the data model, and the graph topology. You need to know how to navigate the graph using path expressions, how …
Knowledge Graph Visualization: Practical Insights, Uses
Nov 4, 2024 · To effectively visualize knowledge with graphs, you’ll need to follow a structured series of steps to extract, organize, and represent complex relationships in a way that’s both …
Using Knowledge Graphs and Large Language Models to …
Jan 31, 2024 · Knowledge graph data models are easy to create. What you can create on a whiteboard, with circles or nodes and lines or edges, can be stored in your knowledge graph. …
Understanding the Knowledge Graph: A Deep Dive into Its …
Sep 23, 2024 · Leveraging semantic technologies, knowledge graphs allow for the organization and retrieval of information in an intuitive and machine-understandable format. This blog post …
CodeTeller: Part 4. Deep Dive into the Knowledge Graph
Dive into the vast landscape of software development, where understanding the inner workings of code is key. Meet CodeTeller, powered by the insightful Knowledge Graph. But what exactly is …
Knowledge Graphs | Tom Sawyer Software
Knowledge graphs are particularly powerful in a dynamic business context. They help you find the connections that matter most, to build high-impact business applications. They are self …
Knowledge Graph Tools: The Ultimate Guide - PuppyGraph
In this guide, we will look at what knowledge graph tools are, how they work, and key factors to consider when choosing one. By the end of the article, you'll be equipped with the foundational …
Knowledge graphs: the missing link in enterprise AI - CIO
3 days ago · A knowledge graph can be built into a database, sit on top of a database, link multiple databases together, and even pull in information from other sources, all without …
Knowledge-Oriented Graph-Based Approach to Capture the …
Software development is a collaborative effort in which developers often share knowledge by interacting with artifacts and among themselves. When developers int.
Knowledge Graphs as a source of trust for LLM-powered …
Jan 15, 2025 · Our first contribution is a benchmark, with data and knowledge in the insurance domain, and experimental results providing evidence that an GPT-4 powered question …
Knowledge Graph Research Report 2025: Global Market to …
20 hours ago · The Knowledge Graph market is estimated at USD 1.06 billion in 2024 to USD 6.93 billion by 2030, at a Compound Annual Growth Rate (CAGR) of 36.6%
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