On data lake architectures and metadata management

P Sawadogo, J Darmont - Journal of Intelligent Information Systems, 2021 - Springer
Over the past two decades, we have witnessed an exponential increase of data production
in the world. So-called big data generally come from transactional systems, and even more …

[HTML][HTML] Storytelling with image data: A systematic review and comparative analysis of methods and tools

F Lotfi, A Beheshti, H Farhood, M Pooshideh… - Algorithms, 2023 - mdpi.com
In our digital age, data are generated constantly from public and private sources, social
media platforms, and the Internet of Things. A significant portion of this information comes in …

[HTML][HTML] Toward data lakes as central building blocks for data management and analysis

P Wieder, H Nolte - Frontiers in big Data, 2022 - frontiersin.org
Data lakes are a fundamental building block for many industrial data analysis solutions and
becoming increasingly popular in research. Often associated with big data use cases, data …

[HTML][HTML] Towards cognitive recommender systems

A Beheshti, S Yakhchi, S Mousaeirad, SM Ghafari… - Algorithms, 2020 - mdpi.com
Intelligence is the ability to learn from experience and use domain experts' knowledge to
adapt to new situations. In this context, an intelligent Recommender System should be able …

ProcessGPT: transforming business process management with generative artificial intelligence

A Beheshti, J Yang, QZ Sheng… - … Conference on Web …, 2023 - ieeexplore.ieee.org
Generative Pre-trained Transformer (GPT) is a state-of-the-art machine learning model
capable of generating human-like text through natural language processing (NLP). GPT is …

A survey on trust prediction in online social networks

SM Ghafari, A Beheshti, A Joshi, C Paris… - IEEE …, 2020 - ieeexplore.ieee.org
Level of Trust can determine which source of information is reliable and with whom we
should share or from whom we should accept information. There are several applications for …

Data lakes: A survey of functions and systems

R Hai, C Koutras, C Quix… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Data lakes are becoming increasingly prevalent for Big Data management and data
analytics. In contrast to traditional 'schema-on-write'approaches such as data warehouses …

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 …

personality2vec: Enabling the analysis of behavioral disorders in social networks

A Beheshti, V Moraveji-Hashemi, S Yakhchi… - Proceedings of the 13th …, 2020 - dl.acm.org
Enabling the analysis of behavioral disorders over time in social networks, can help in
suicide prevention,(school) bullying detection and extremist/criminal activity prediction. In …

Intelligent knowledge lakes: The age of artificial intelligence and big data

A Beheshti, B Benatallah, QZ Sheng… - Web Information Systems …, 2020 - Springer
The continuous improvement in connectivity, storage and data processing capabilities allow
access to a data deluge from the big data generated on open, private, social and IoT …