MLKgraphs 2022: The 4th International Workshop on Machine Learning and Knowledge Graphs DEXA Vienna, Austria, August 22, 2022 |
Conference website | http://www.dexa.org/mlkgraphs2022 |
Submission link | https://easychair.org/conferences/?conf=mlkgraphs2022 |
Submission deadline | April 14, 2022 |
4th International Workshop on Machine Learning and Knowledge Graphs
in conjunction with
The 33rd DEXA Conferences and Workshops
Objectives
Knowledge Graphs are becoming a key technology for large-scale information processing systems containing massive collections of interrelated facts. Specifically, Knowledge Graphs provide the means for development of the newest data methods for data management, data fusion, data merging, and graph optimization and modeling, serving as a source of high quality data and a base for web-scale information integration.The 3rd International Workshop on Machine Learning and Knowledge Graphs aims to be a meeting point for researchers and practitioners working on the latest advances in the intersection of machine learning technologies and knowledge graphs. Therefore, we welcome submissions of novel research that brings together the two topics of Machine Learning (ML) and Knowledge Graphs (KGs) either applying ML models for semantic data management structures (like KGs or ontologies), or by presenting newly assembled Knowledge Graphs that support the task of Machine Learning for certain application domains. Examples areas are Business Analytics, Customer Relationship Management, Fault Detection, Industry 4.0, or Social Networking.
Submission Guidelines
In order to encourage participation and discussion, this workshop solicits two types of submissions:
- Regular paper submissions about original work not exceeding 10 pages.
- Short paper submissions on recent or ongoing work on relevant topics and ideas not exceeding 5 pages.
- Formatting guidelines: http://www.dexa.org/formatting_guidelines
- Online Papers Submission: https://easychair.org/conferences/?conf=arte2022
List of Topics
- Machine Learning (plus its applications) applied on semantic data management structures
- Data Science (including Visual Analytics, Large-Scale Data Processing, and Network Analytics)
- Knowledge Graphs and Ontologies
- State-of-the-art Data Management solutions for Machine Learning applications
- Artificial Intelligence
- Deep Learning
- Cognitive Computing
- Question Answering Systems
- Image Analysis
- Text Analytics
- Industry 4.0
- Internet of Things
- Smart Cities
Committees
Organizing committee
- Software Competence Center Hagenberg, Austria
Program Committee
- tba
Publication
All accepted MLKgraphs 2022 papers will be published by Springer in their Communications in Computer and Information Science (CCIS). CCIS volumes are indexed in the Conference Proceedings Citation Index (CPCI), part of Clarivate Analytics’ Web of Science; Scopus; EI Engineering Index; Google Scholar; DBLP; etc.
Venue
MLKgraphs 2022 workshop will be held at WU (Vienna University of Economics and Business), Vienna Austria.
Contact
All questions about submissions should be emailed to dexa@iiwas.org