Data Technologies and Applications

AI-powered precision: breast carcinoma diagnosis through digital proliferation index (Ki-67) assessment in pathological anatomy

Elmehdi Aniq, Mohamed Chakraoui, Naoual Mouhni

The primary objective of the study is to enhance the accuracy and efficiency of assessing the proliferation index in cancer cells, specifically focusing on the role of Ki-67. The…

Understanding customer behavior by mapping complaints to personality based on social media textual data

Andry Alamsyah, Fadiah Nadhila, Nabila Kalvina Izumi

Technology serves as a key catalyst in shaping society and the economy, significantly altering customer dynamics. Through a deep understanding of these evolving behaviors, a…

Optimized discovery of discourse topics in social media: science communication about COVID-19 in Brazil

Bernardo Cerqueira de Lima, Renata Maria Abrantes Baracho, Thomas Mandl, Patricia Baracho Porto

Social media platforms that disseminate scientific information to the public during the COVID-19 pandemic highlighted the importance of the topic of scientific communication…

A systematic review of the use of FHIR to support clinical research, public health and medical education

João Pavão, Rute Bastardo, Nelson Pacheco Rocha

This systematic review aimed to identify and categorize applications using Fast Healthcare Interoperability Resources (FHIR) to support activities outside of direct healthcare…

A comparative analysis of job satisfaction prediction models using machine learning: a mixed-method approach

Jaekyeong Kim, Pil-Sik Chang, Sung-Byung Yang, Ilyoung Choi, Byunghyun Lee

Because the food service industry is more dependent on customer contact and human resources than other industries, it is crucial to understand the factors influencing employee job…

Novel framework for learning performance prediction using pattern identification and deep learning

Cheng-Hsiung Weng, Cheng-Kui Huang

Educational data mining (EDM) discovers significant patterns from educational data and thus can help understand the relations between learners and their educational settings…

Analysis of CEO career patterns using machine learning: taking US university graduates as an example

Chia Yu Hung, Eddie Jeng, Li Chen Cheng

This study explores the career trajectories of Chief Executive Officers (CEOs) to uncover unique characteristics that contribute to their success. By utilizing web scraping and…

Assessing the alignment of corporate ESG disclosures with the UN sustainable development goals: a BERT-based text analysis

Hyogon Kim, Eunmi Lee, Donghee Yoo

This study aims to provide measurable information that evaluates a company’s ESG performance based on the conceptual connection between ESG, non-financial elements of a company…

MD-LDA: a supervised LDA topic model for identifying mechanism of disease in TCM

Meiwen Li, Liye Xia, Qingtao Wu, Lin Wang, Junlong Zhu, Mingchuan Zhang

In traditional Chinese medicine (TCM), the mechanism of disease (MD) constitutes an essential element of syndrome differentiation and treatment, elucidating the mechanisms…

A knowledge graph analysis tool of people and organizations to facilitate digital humanities research

Chih-Ming Chen, Barbara Witt, Chun-Yu Lin

To support digital humanities research more effectively and efficiently, this study develops a novel Knowledge Graph Analysis Tool of People and Organizations (KGAT-PO) for the…