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Enterprise AI Analysis: The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models

Enterprise AI Analysis

The International Workshop on Spatio-Temporal Data Intelligence and Foundation Models

The 'International Workshop on Spatio-Temporal Data Intelligence and Foundation Models' at CIKM 2025 aims to be a pivotal half-day event. It will bring together professionals, researchers, and practitioners interested in the convergence of spatio-temporal data intelligence and foundation models. The workshop will feature 3 keynote talks, 5 accepted papers, a panel discussion, and an expected attendance of over 50. It builds on a successful track record of 10 previous workshops, fostering knowledge exchange, addressing real-world challenges, and acknowledging outstanding contributions.

Workshop at a Glance

Highlighting the key figures and contributions that make this workshop a leading event in spatio-temporal data intelligence.

0 Successful Previous Editions
0 Expected Attendees
0 Keynote Speakers
0 Accepted Papers

Deep Analysis & Enterprise Applications

Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.

Methodology
Applications
Ethical Considerations
Future Trends

Methodology Focus

Innovative algorithms and models for spatio-temporal data intelligence, including integration of foundation models and LLMs.

Applications Focus

Real-world use cases and practical implementations in domains like urban computing, smart cities, transportation, and environment.

Ethical Considerations Focus

Discussions on uncertainty, fairness, and privacy-aware aspects within spatio-temporal data mining.

Future Trends Focus

Emerging research frontiers, benchmarks, surveys, and hands-on demonstrations related to spatio-temporal data and foundation models.

Workshop Contribution Flow

Spatio-Temporal Data Challenges
Foundation Model Integration
Innovative Solutions & Papers
Knowledge Exchange & Dialogue
Real-World Impact & Applications
10+ Previous Workshops (Average submissions: 25+, Participants: 60+)
Feature This Workshop Other Related Workshops
Data Types
  • Multi-faceted ST data (trajectories, time series, images)
  • Heterogeneous data management
  • Primarily time series data
  • Web-sourced data for smart cities
Models
  • Integrates emerging foundation models (LLMs)
  • Generalized, universal solutions
  • Focus on specific ML methods
  • Less emphasis on foundation models
Application Breadth
  • Comprehensive ST applications
  • Urban computing, transportation, environment
  • Specific niches (e.g., smart cities, financial time series)

Bridging Academia and Industry

The workshop's panel discussion and invited talks specifically aim to foster dialogue between academia and industry. By bringing together leading experts and practitioners, the event facilitates the exchange of ideas, promotes collaborative research, and ensures that theoretical advancements address practical real-world challenges. This interaction is crucial for translating cutting-edge research in spatio-temporal data intelligence and foundation models into tangible solutions for societal processes and urban development.

Highlight: Collaboration is key to innovation in ST data intelligence.

Estimate Your Potential ROI

Utilize our interactive calculator to see the potential efficiency gains and cost savings for your enterprise by leveraging advanced AI solutions.

Annual Savings Potential $0
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Workshop Roadmap & Impact Phases

A structured overview of how the workshop is organized to maximize knowledge transfer and practical impact.

Phase 1: Knowledge Exchange

Submission and peer review of innovative papers, keynote talks from distinguished experts, and a dedicated panel discussion to explore advances and challenges.

Phase 2: Dialogue & Collaboration

Fostering interaction between academia and industry, identifying key research gaps, and promoting interdisciplinary studies.

Phase 3: Impact & Dissemination

Best Paper Award for outstanding contributions, expansion of accepted papers for special journal issues, and enhancing workshop visibility.

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