Domain-specific knowledge graphs: A survey

B Abu-Salih - Journal of Network and Computer Applications, 2021 - Elsevier
Abstract Knowledge Graphs (KGs) have made a qualitative leap and effected a real
revolution in knowledge representation. This is leveraged by the underlying structure of the …

Use and adaptations of machine learning in big data—Applications in real cases in agriculture

A Cravero, S Sepúlveda - Electronics, 2021 - mdpi.com
The data generated in modern agricultural operations are provided by diverse elements,
which allow a better understanding of the dynamic conditions of the crop, soil and climate …

Review of artificial intelligence applications in engineering design perspective

N Yüksel, HR Börklü, HK Sezer, OE Canyurt - Engineering Applications of …, 2023 - Elsevier
Having passed the primitive phases and starting to revolutionize many different fields in
some way, artificial intelligence is on its way to becoming a disruptive technology. It is also …

Relational learning analysis of social politics using knowledge graph embedding

B Abu-Salih, M Al-Tawil, I Aljarah, H Faris… - Data Mining and …, 2021 - Springer
Abstract Knowledge Graphs (KGs) have gained considerable attention recently from both
academia and industry. In fact, incorporating graph technology and the copious of various …

Product innovation concept generation based on deep learning and Kansei engineering

X Li, J Su, Z Zhang, R Bai - Journal of Engineering Design, 2021 - Taylor & Francis
Industrial designers often present their initial concepts as design sketches. Rapid creation of
new product conceptual images that meet users' affective preferences remains challenging …

Time-aware domain-based social influence prediction

B Abu-Salih, KY Chan, O Al-Kadi, M Al-Tawil… - Journal of Big Data, 2020 - Springer
Online social networks have established virtual platforms enabling people to express their
opinions, interests and thoughts in a variety of contexts and domains, allowing legitimate …

Soybean yield prediction by machine learning and climate

GB Torsoni, LE de Oliveira Aparecido… - Theoretical and Applied …, 2023 - Springer
Soybean cultivation plays an important role in Mato Grosso do Sul and around the world.
Given the inherent complexity of the agricultural system, this study aimed to develop climate …

Advancing manufacturing systems with big-data analytics: A conceptual framework

D Kozjek, R Vrabič, B Rihtaršič, N Lavrač… - International Journal of …, 2020 - Taylor & Francis
With the intensive development and implementation of information and communication
technologies in manufacturing, large amounts of heterogeneous data are now being …

[HTML][HTML] Data-driven engineering design: A systematic review using scientometric approach

D Vlah, A Kastrin, J Povh, N Vukašinović - Advanced Engineering …, 2022 - Elsevier
In the last two decades, data regarding engineering design and product development has
increased rapidly. Big data exploration and mining offer numerous opportunities for …

Unlocking social media and user generated content as a data source for knowledge management

J Meneghello, N Thompson, K Lee… - International Journal of …, 2020 - igi-global.com
The pervasiveness of social media and user-generated content has triggered an
exponential increase in global data. However, due to collection and extraction challenges …