Results 41 to 50 of about 4,902,245 (262)

Field Report from Collaborative Research Center 1625: Heterogeneous Research Data Management Using Ontology Representations

Advanced Engineering Materials, EarlyView.
A unified research data management framework for heterogeneous materials data is presented. The system integrates multimodal datasets using ontologies and knowledge graphs, enabling interoperability and FAIR (findable, accessible, interoperable, reusable) data principles. By linking data across scales and workflows, it supports reproducible, Artifitial
Doaa Mohamed, Samuel García Vázquez, Behnam Mardani, Victor Dudarev, Alfred Ludwig, Maribel Acosta, Markus Stricker   +6 more
wiley   +1 more source

SciDaSynth: Interactive Structured Data Extraction From Scientific Literature With Large Language Model

Campbell Systematic Reviews
The explosion of scientific literature has made the efficient and accurate extraction of structured data a critical component for advancing scientific knowledge and supporting evidence‐based decision‐making.
Xingbo Wang, Samantha L. Huey, Rui Sheng, Saurabh Mehta, Fei Wang   +4 more
doaj   +1 more source

Power-FusionLLM: A Text-Table Fusion Model for Electricity Trading and Cross-Modal Knowledge Fusion

Journal of Applied Science and Engineering
To address the challenges of multi-modal data and complex rules in the electricity trading of new-type power systems, this paper proposes a text-table fusion large model for electricity trading (Power-FusionLLM).
Zhenzhen Liu, Jiajun Liu, Jingyin Huang, Xijun Lin, Yingkai Zheng, Kangqian Huang, Jinghui Wu, Zhendong Zhou, Xin Hu   +8 more
doaj   +1 more source

Semantic Complex Event Processing for Decision Support

, 2014
An increasing amount of information is being made available as online streams, and streams are expected to grow in importance in a variety of domains in the coming years (e.g., natural disaster response, surveillance, monitoring of criminal activity, and
Robin Keskisärkkä, Keskisärkkä, Robin,   +1 more
core   +1 more source

Towards Defect Phase Diagrams: From Research Data Management to Automated Workflows

Advanced Engineering Materials, EarlyView.
A research data management infrastructure is presented for the systematic integration of heterogeneous experimental and simulation data required for defect phase diagrams. The approach combines openBIS with a companion application for large‐object storage, automated metadata extraction, provenance tracking and federated data access, thereby supporting ...
Khalil Rejiba, Sang‐Hyeok Lee, Christina Gasper, Martina Freund, Sandra Korte‐Kerzel, Ulrich Kerzel   +5 more
wiley   +1 more source

NLP-based smart decision making for business and academics

Natural Language Processing Journal
Natural Language Processing (NLP) systems enable machines to understand, interpret, and generate human-like language, bridging the gap between human communication and computer understanding.
Pradnya Sawant, Kavita Sonawane
doaj   +1 more source

Effective and efficient semantic table interpretation using TableMiner+ [PDF]

, 2017
This article introduces TableMiner+, a Semantic Table Interpretation method that annotates Web tables in a both effective and efficient way. Built on our previous work TableMiner, the extended version advances state-of-the-art in several ways.
Zhang, Z., Zhang, Z
core   +1 more source

A Knowledge‐Based Approach for Understanding and Managing Additive Manufacturing Data

Advanced Engineering Materials, EarlyView.
Additive manufacturing processes generate a large amount of data. Effectively managing, understanding, and retrieving information from this data remains a major challenge. Therefore, we propose an ontology‐based approach to integrate heterogeneous data, enable semantic queries, and support decision‐making.
Mina Abd Nikooie Pour, Prithwish Tarafder, Anton Wiberg, Huanyu Li, Johan Moverare, Patrick Lambrix   +5 more
wiley   +1 more source

Semantic Table Search Dataset

, 2023
Semantic Table Search Dataset Resource: A Large Scale Test Corpus for Semantic Table Search Check out the README for more ...
Hose, Katja; id_orcid, Miller, Renée J., Artificial Intelligence and Machine Learning, Data, Knowledge and Web Engineering, Lissandrini, Matteo; id_orcid, The Technical Faculty of IT and Design, Leventidis, Aristotelis, Department of Computer Science, AI for the People, Di Rocco, Laura   +9 more
core   +2 more sources

Multimodal retrieval-augmented generation framework for visually rich knowledge in the architecture domain

Architectural Intelligence
Architectural design relies heavily on rich and multimodal knowledge—including text descriptions, detailed tables, and complex visual information—to inform creative and technical decision-making.
Xianchuan Meng, Ziyu Tong
doaj   +1 more source