Cover Image

Knowledge Graphs in Practice: Characterizing their Users, Challenges, and Visualization Opportunities

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Harry, Appleby, Gabriel, Brumar, Camelia Daniela, Chang, Remco, Suh, Ashley
Format:	Preprint
Published:	2023
Subjects:	Human-Computer Interaction Databases Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows
by: Li, Harry, et al.
Published: (2025)

A Typology of Decision-Making Tasks for Visualization
by: Brumar, Camelia D., et al.
Published: (2024)

A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs
by: Li, Harry, et al.
Published: (2024)

Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts
by: Suh, Ashley, et al.
Published: (2022)

DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
by: Montambault, Brian, et al.
Published: (2024)

Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study
by: Li, Harry, et al.
Published: (2025)

Preliminary Guidelines For Combining Data Integration and Visual Data Analysis
by: Coscia, Adam, et al.
Published: (2024)

VeML: An End-to-End Machine Learning Lifecycle for Large-scale and High-dimensional Data
by: Le, Van-Duc, et al.
Published: (2023)

LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering
by: Li, Harry, et al.
Published: (2024)

What-if Analysis for Business Professionals: Current Practices and Future Opportunities
by: Gathani, Sneha, et al.
Published: (2022)

Scaling Text2SQL via LLM-efficient Schema Filtering with Functional Dependency Graph Rerankers
by: Hoang, Thanh Dat, et al.
Published: (2025)

Mosaic Selections: Managing and Optimizing User Selections for Scalable Data Visualization Systems
by: Heer, Jeffrey, et al.
Published: (2025)

Bias-Aware Mislabeling Detection via Decoupled Confident Learning
by: Li, Yunyi, et al.
Published: (2025)

From Data to Decision: Data-Centric Infrastructure for Reproducible ML in Collaborative eScience
by: Li, Zhiwei, et al.
Published: (2025)

From Commands to Prompts: LLM-based Semantic File System for AIOS
by: Shi, Zeru, et al.
Published: (2024)

Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data
by: Matrosova, Kristina, et al.
Published: (2024)

A Formalism and Library for Database Visualization
by: Wu, Eugene, et al.
Published: (2025)

Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities
by: Fekete, Jean-Daniel, et al.
Published: (2026)

Evaluating Idle Animation Believability: a User Perspective
by: Landa, Eneko Atxa, et al.
Published: (2025)

ScatterUQ: Interactive Uncertainty Visualizations for Multiclass Deep Learning Problems
by: Li, Harry, et al.
Published: (2023)

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery
by: Jiang, Haoran, et al.
Published: (2025)

Natural Language Interfaces for Databases: What Do Users Think?
by: Ipeirotis, Panos, et al.
Published: (2025)

Knowledge Acquisition and Integration with Expert-in-the-loop
by: Rahman, Sajjadur, et al.
Published: (2024)

SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
by: Wang, Zijie J., et al.
Published: (2023)

Database Theory + X: Database Visualization
by: Wu, Eugene
Published: (2024)

Perception-aware Sampling for Scatterplot Visualizations
by: Moumoulidou, Zafeiria, et al.
Published: (2025)

Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models
by: Li, Zhiwei, et al.
Published: (2024)

Speculative Ad-hoc Querying
by: Li, Haoyu, et al.
Published: (2025)

Buckaroo: A Direct Manipulation Visual Data Wrangler
by: Warner, Annabelle, et al.
Published: (2025)

Towards Scalable Visual Data Wrangling via Direct Manipulation
by: Rezig, El Kindi, et al.
Published: (2025)

Jovis: A Visualization Tool for PostgreSQL Query Optimizer
by: Choi, Yoojin, et al.
Published: (2024)

Design-Specific Transformations in Visualization
by: Wu, Eugene, et al.
Published: (2024)

Visualization Tasks for Unlabeled Graphs
by: Oddo, Matt I. B., et al.
Published: (2025)

DBenVis: A Visual Analytics System for Comparing DBMS Performance via Benchmark Programs
by: Choi, Yoojin, et al.
Published: (2024)

SalienTime: User-driven Selection of Salient Time Steps for Large-Scale Geospatial Data Visualization
by: Chen, Juntong, et al.
Published: (2024)

Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
by: Liu, Zipeng, et al.
Published: (2021)

Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge Discovery
by: Williams, Alice, et al.
Published: (2025)

Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities
by: Cummins, Logan, et al.
Published: (2024)

A Protocol for KG Construction Tasks Involving Users
by: Junior, Ademar Crotti, et al.
Published: (2024)

PixelsDB: Serverless and NL-Aided Data Analytics with Flexible Service Levels and Prices
by: Bian, Haoqiong, et al.
Published: (2024)