Database and Expert Systems Applications - DEXA 2022 Workshops
33rd International Conference, DEXA 2022, Vienna, Austria, August 22–24, 2022, Proceedings
Page
%P
33 Result(s)
within
Jorge Martinez-Gil
English
-
Chapter
Examining the Adoption of Knowledge Graphs in the Manufacturing Industry: A Comprehensive Review
The integration of Knowledge Graphs (KGs) in the manufacturing industry can significantly enhance the efficiency and flexibility of production lines and improve product quality. By integrating and contextualiz...
-
Chapter and Conference Paper
Source Code Clone Detection Using Unsupervised Similarity Measures
Assessing similarity in source code has gained significant attention in recent years due to its importance in software engineering tasks such as clone detection and code search and recommendation. This work pr...
-
Chapter
Leveraging Semantic Representations via Knowledge Graph Embeddings
The representation and exploitation of semantics has been gaining popularity in recent research, as exemplified by the uptake of large language models in the field of Natural Language Processing (NLP) and know...
-
Chapter
Multi-Stakeholder Perspective on Human-AI Collaboration in Industry 5.0
AI has gained significant traction in manufacturing, offering tremendous potential for enhancing production efficiency, cost reduction, and safety improvements. Consequently, develo** AI-based software platf...
-
Article
Interpretable entity meta-alignment in knowledge graphs using penalized regression: a case study in the biomedical domain
In recent times, the use of knowledge graphs has been massively adopted so that many of these graphs can even be found publicly on the Web. This makes that solutions for solving interoperability problems among...
-
Chapter and Conference Paper
KI-Net: AI-Based Optimization in Industrial Manufacturing—A Project Overview
Artificial intelligence (AI) is a crucial technology of industrial digitalization. Especially in the production industry, a great potential is present in optimizing existing processes, e.g., concerning resourc...
-
Chapter and Conference Paper
Representing Technical Standards as Knowledge Graph to Guide the Design of Industrial Systems
Technical standards help software architects to identify relevant requirements and to facilitate system certification, i.e., to systematically assess whether a system meets critical requirements in fields like...
-
Chapter and Conference Paper
Optimising Manufacturing Process with Bayesian Structure Learning and Knowledge Graphs
In manufacturing industry, product failure is costly, as it results in financial and time losses. Understanding the causes of product failure is critical for reducing the occurrence of failure and optimising t...
-
Book and Conference Proceedings
-
Chapter
Knowledge Graph Augmentation for Increased Question Answering Accuracy
This research work presents a new augmentation model for knowledge graphs (KGs) that increases the accuracy of knowledge graph question answering (KGQA) systems. In the current situation, large KGs can represe...
-
Chapter and Conference Paper
Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends
This study presents our ongoing research on designing new methods for changepoint detection in industrial environments using a CUSUM method variant. The changepoint detection refers to identifying the location...
-
Chapter and Conference Paper
A Novel Neurofuzzy Approach for Semantic Similarity Measurement
The problem of identifying the degree of semantic similarity between two textual statements automatically has grown in importance in recent times. Its impact on various computer-related domains and recent brea...
-
Article
A Novel Approach for Learning How to Automatically Match Job Offers and Candidate Profiles
Automatic matching of job offers and job candidates is a major problem for a number of organizations and job applicants that if it were successfully addressed could have a positive impact in many countries aro...
-
Chapter and Conference Paper
General Model for Tracking Manufacturing Products Using Graph Databases
One of the major problems in the manufacturing industry consists of the fact that, when manufacturing a product, many parts from different lots are supplied and mixed to a certain degree during an indeterminat...
-
Chapter and Conference Paper
Framework for Data Analysis in the Context of the Smart Villages
In recent times, the digitalization of urban areas has got considerable attention from the public. As a side effect, there has also been great interest in the digitalization of the rural world or the so-calle...
-
Article
Semantic similarity aggregators for very short textual expressions: a case study on landmarks and points of interest
Semantic similarity measurement aims to automatically compute the degree of similarity between two textual expressions that use different representations for naming the same concepts. However, very short textu...
-
Article
An Efficient Design for a Multi-objective Evolutionary Algorithm to Generate DNA Libraries Suitable for Computation
The design of reliable DNA libraries that can be used for bio-molecular computing involves several heterogeneous conflicting design criteria that traditional optimization approaches do not fit properly. As it ...
-
Chapter and Conference Paper
Framework for Assessing the Smartness Maturity Level of Villages
In this work, we have developed the first version of a smartness assessment framework that allows the representatives from a village to make a self-evaluation of its current status based on smartness criteria ...
-
Chapter and Conference Paper
Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence
Nowadays, the volume of legal information available is continuously growing. As a res...
-
Chapter and Conference Paper
Design and Implementation of a Graph-Based Solution for Tracking Manufacturing Products
One of the major problems in the manufacturing industry consists of the fact that many parts from different lots are supplied and mixed to a certain degree during an indeterminate number of stages, what makes ...
