Information And Computing Sciences research in Data management, and data science investigates and integrates knowledge across Data engineering, and data science, Information extraction, and fusion, and Data quality. It connects foundational inquiry with applied practice to address field-specific challenges. JoVE Visualize supports this work through video-based experiments and visualized protocols that make complex procedures transparent and reproducible.
In Data management, and data science, researchers apply observational studies and controlled experiments tailored to Information retrieval, and web search, Stream, and sensor data, and Database systems. Study frameworks emphasize sampling strategy, instrument calibration, and validation to advance data quality and reduce bias, enabling comparable results across studies.
Emerging directions in Data management, and data science integrate automation and data fusion across Data management, and data science emerging interdisciplinary areas, Data mining, and knowledge discovery, and Data models storage, and indexing. These advances integrate throughput, sensitivity, and interpretability, opening collaborative pathways from exploration to deployment.
Visual learning elevates Data management, and data science practice by revealing tacit steps—instrument setups, data pipelines, and complete setup sequences—through concise, chaptered videos. Grounding demonstrations in Recommender systems, and Graph social, and multimedia data helps teams accelerate methods, shorten onboarding, and improve reproducibility.
Explore research on Data engineering and data science, covering methods, applications, and recent findings to support learning and discovery.
Explore 5.1K+ ARTICLESExplore cutting-edge research in data mining and knowledge discovery, a vital field in information and computing sciences.
ExploreExplore cutting-edge research on database systems, including core methods and emerging trends in data management.
Explore 3.6K+ ARTICLESExplore research on graph data sets, social network graphs, and multimedia data in INFORMATION AND COMPUTING SCIENCES.
ExploreExplore research on information extraction and fusion, key for transforming raw data into valuable insights.
Explore 3.4K+ ARTICLESExplore research on Information retrieval and web search, covering methods, applications, and recent findings to support learning and discovery.
ExploreExplore research on stream and sensor data, covering core techniques and innovative approaches in data streaming technologies.
Explore 128+ ARTICLESExplore research in data management and data science not elsewhere classified.
ExploreCattram D Nguyen, John B Carlin, Katherine J Lee
Kevin E K Chai, Robin L J Lines, Daniel F Gucciardi, Leo Ng
Jason A Fries, Ethan Steinberg, Saelig Khattar, Scott L Fleming, Jose Posada, Alison Callahan, Nigam H Shah
Roohollah Jafari Deligani, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari
Benjamin C Orsburn
Michael Gutiérrez
Kyle Chard, Eli Dart, Ian Foster, David Shifflett, Steven Tuecke, Jason Williams
Sebastian Ohse, Melanie Boerries, Hauke Busch