Latest Research in Big Data and Business Intelligence

60 research papers · 2026 median publication year

Top Research Topics in Big Data and Business Intelligence

Highest-Cited Papers

  1. Skill-Based Autonomous Agents for Material Creep Database Construction
  2. Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics
  3. Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics
  4. Advancing the Understanding of Risk, Extreme Weather Impacts, and Disasters with Interactive and Emerging Technologies
  5. A Modular Part-of-Speech Tagger for Scottish Gaelic using spaCy
  6. Chat2Map: A ReAct-based Agent Framework for Automated Web Map Generation fromNatural Language Instructions
  7. The Rise of Language Models in Mining Software Repositories: A Survey
  8. An Agentic Approach to Metadata Reasoning
  9. Glitches in the matrix: threats to the validity of data-driven business process simulation
  10. Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text
  11. Causal Cohesion
  12. Causal Cohesion
  13. Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text
  14. Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index
  15. Best Paper of the Year Award for Volume 21
  16. An Explainable Learning-based Cost Estimation Model for Intelligent Query Execution Plan Selection in Relational Databases
  17. Assessing Impact Evaluation Methods: A Comparative Analysis and Proposal for an Integrated and Transformative Framework
  18. Automating Heterogeneous Creep-Data Management for Aerospace Superalloy Fasteners: A Hybrid KG-RAG Framework with Iterative Prompting and Hallucination-Mitigated QA
  19. Fine-Tuning of a LLM for Public Complaint Classification and Routing for Resolution
  20. Falsifiable Commitment Planning for Self-Correcting Web Agents
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2026 AUG Q1

Big Data and Business Intelligence

60 papers

Top Topics (10)

Big Data and Business Intelligence8
Data Visualization and Analytics4
Geographic Information Systems Studies3
Natural Language Processing Techniques3
Machine Learning3
Human-Computer Interaction3
Software System Performance and Reliability2
Software Engineering2
Advanced Software Engineering Methodologies2
Artificial Intelligence2

Top Publications (20)

1.Skill-Based Autonomous Agents for Material Creep Database Construction2.Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics3.Secure Client-Side Architecture for Ephemeral Data Normalization, Pre-Ingestion AI/ML Data Hygiene, and Low-Latency Visual Analytics4.Advancing the Understanding of Risk, Extreme Weather Impacts, and Disasters with Interactive and Emerging Technologies5.A Modular Part-of-Speech Tagger for Scottish Gaelic using spaCy6.Chat2Map: A ReAct-based Agent Framework for Automated Web Map Generation fromNatural Language Instructions7.The Rise of Language Models in Mining Software Repositories: A Survey8.An Agentic Approach to Metadata Reasoning9.Glitches in the matrix: threats to the validity of data-driven business process simulation10.Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text11.Causal Cohesion12.Causal Cohesion13.Akshara: Script-Aware, Grapheme-Cluster-Correct Array Operations for Indic Text14.Measuring Distortion in the Empty Regions of Dimensionality Reduction Scatterplots with the Gap Index15.Best Paper of the Year Award for Volume 2116.An Explainable Learning-based Cost Estimation Model for Intelligent Query Execution Plan Selection in Relational Databases17.Assessing Impact Evaluation Methods: A Comparative Analysis and Proposal for an Integrated and Transformative Framework18.Automating Heterogeneous Creep-Data Management for Aerospace Superalloy Fasteners: A Hybrid KG-RAG Framework with Iterative Prompting and Hallucination-Mitigated QA19.Fine-Tuning of a LLM for Public Complaint Classification and Routing for Resolution20.Falsifiable Commitment Planning for Self-Correcting Web Agents
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