Predicting quality of automated welding with machine learning and semantics: a Bosch case study

B Zhou, Y Svetashova, S Byeon, T Pychynski… - Proceedings of the 29th …, 2020 - dl.acm.org
Manufacturing of car bodies heavily relies on demanding welding processes of joining body
parts together that introduce thousands of joining welding spots in each car. Quality …

Scaling usability of ML analytics with knowledge graphs: exemplified with a Bosch welding case

B Zhou, D Zhou, J Chen, Y Svetashova… - Proceedings of the 10th …, 2021 - dl.acm.org
Automated welding is heavily used in the automotive industry to produce car bodies by
connecting metal parts with welding spots. Modern welding solutions and manufacturing …

ForestQB: enhancing linked data exploration through graphical and conversational UIs integration

O Mussa, O Rana, B Goossens… - ACM Journal on …, 2024 - dl.acm.org
This article introduces the Forest Query Builder (ForestQB), an innovative toolkit designed to
enhance the exploration and application of observational Linked Data (LD) within the field of …

SemFE: Facilitating ML pipeline development with semantics

B Zhou, Y Svetashova, T Pychynski… - Proceedings of the 29th …, 2020 - dl.acm.org
Machine learning (ML) based data analysis has attracted an increasing attention in the
manufacturing industry, however, many challenges hamper their wide spread adoption. The …

Towards ontology resha** for KG generation with user-in-the-loop: applied to Bosch welding

D Zhou, B Zhou, J Chen, G Cheng, E Kostylev… - Proceedings of the 10th …, 2021 - dl.acm.org
Knowledge graphs (KG) are used in a wide range of applications. The automation of KG
generation is very desired due to the data volume and variety in industries. One important …

ACORDAR: a test collection for ad hoc content-based (RDF) dataset retrieval

T Lin, Q Chen, G Cheng, A Soylu, B Ell… - Proceedings of the 45th …, 2022 - dl.acm.org
Ad hoc dataset retrieval is a trending topic in IR research. Methods and systems are evolving
from metadata-based to content-based ones which exploit the data itself for improving …

MiCRon: Making sense of news via relationship subgraphs

Z Huang, S Li, G Cheng, E Kharlamov… - Proceedings of the 28th …, 2019 - dl.acm.org
Knowledge graphs (KGs) have been extensively used to annotate text, eg, news articles, in
order to enhance its comprehension by readers. This requires to map entities occurring in …

Logics for Conceptual Data Modelling: A Review

PR Fillottrani, CM Keet - 2024 - drops.dagstuhl.de
Abstract Information modelling for databases and object-oriented information systems avails
of conceptual data modelling languages such as EER and UML Class Diagrams. Many …

Simplod: Simple SPARQL Query Builder for Rapid Export of Linked Open Data in the Form of CSV Files

A Jares, J Klimek - The 23rd International Conference on Information …, 2021 - dl.acm.org
In the last decade, linked open data (LOD) became the de-facto highest standard of
publishing data on the Web, aka 5-star open data. One of the advantages of LOD is better …

Fusing AI and Visual Analytics for Interactive Knowledge Discovery in Heterogeneous Data

Y Tu - 2024 - search.proquest.com
With the development of technology, data is created and collected at an ever-increasing rate
with various formats, such as structured transition data, unstructured text data and semi …