Latest Research in Big Data and Business Intelligence

50 research papers · 2026 median publication year

Top Research Topics in Big Data and Business Intelligence

Highest-Cited Papers

  1. PAL - Primitive Axiom Layers
  2. FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition
  3. A large language model-based question-answering system for crack information
  4. Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries
  5. Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities
  6. FOX: Visual Exploration of Data Fact Outliers
  7. ATLAS: Agentic Taxonomy of Large-Scale Software Ecosystems
  8. A Grounded and Decomposed Framework for Relation-Level Hallucination Evaluation in Abstractive Summarization
  9. Unitization Before Extraction: A Pre-Registered Decomposition of Disagreement in Machine Recovery of Dependency Structure
  10. PaCoNet: Deep Data Extraction for Parallel Coordinates
  11. Advancing the Understanding of Risk, Extreme Weather Impacts, and Disasters with Interactive and Emerging Technologies
  12. Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics
  13. Skill-Based Autonomous Agents for Material Creep Database Construction
  14. Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics
  15. CyberBridge: Bridging the Gap Between Cybersecurity Education and Industry
  16. Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation
  17. The Rise of Language Models in Mining Software Repositories: A Survey
  18. An Agentic Approach to Metadata Reasoning
  19. Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text
  20. Causal Cohesion
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2026 AUG Q2

Big Data and Business Intelligence

50 papers

Top Topics (10)

Big Data and Business Intelligence5
Human-Computer Interaction3
Natural Language Processing Techniques3
Computer Vision and Pattern Recognition2
Databases2
Machine Learning2
Software Engineering2
Computation and Language2
Data Visualization and Analytics2
Software System Performance and Reliability2

Top Publications (20)

1.PAL - Primitive Axiom Layers2.FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition3.A large language model-based question-answering system for crack information4.Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries5.Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities6.FOX: Visual Exploration of Data Fact Outliers7.ATLAS: Agentic Taxonomy of Large-Scale Software Ecosystems8.A Grounded and Decomposed Framework for Relation-Level Hallucination Evaluation in Abstractive Summarization9.Unitization Before Extraction: A Pre-Registered Decomposition of Disagreement in Machine Recovery of Dependency Structure10.PaCoNet: Deep Data Extraction for Parallel Coordinates11.Advancing the Understanding of Risk, Extreme Weather Impacts, and Disasters with Interactive and Emerging Technologies12.Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics13.Skill-Based Autonomous Agents for Material Creep Database Construction14.Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics15.CyberBridge: Bridging the Gap Between Cybersecurity Education and Industry16.Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation17.The Rise of Language Models in Mining Software Repositories: A Survey18.An Agentic Approach to Metadata Reasoning19.Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text20.Causal Cohesion
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