DOLAP 2024
Design, Optimization, Languages and Analytical Processing of Big Data 2024

Table of Contents

• Preface
  Enrico Gallinucci, Matteo Lissandrini

Invited papers

• DOLAP: A 25 Year Journey Through Research Trends and Performance (Invited Paper) 1-8
  Tatsawan Timakum, Soobin Lee, Haotian Hu, Il-Yeol Song, Min Song

Regular papers

• Adaptive Handling of Out-of-order Streams in Conformance Checking 9-17
  Kristo Raun, Riccardo Tommasini, Ahmed Awad
• A JSON Document Algebra for Query Optimization 18-27
  Antonio Badia, Mohamed Khalefa, Tomas Felipe LLano-Rios
• Towards a Process-Driven Design of Data Platforms 28-35
  Matteo Francia, Matteo Golfarelli, Manuele Pasini
• Shapelets Evaluation using Silhouettes for Time Series Classification 36-44
  Adam Charane, Matteo Ceccarello, Johann Gamper
• HealthMesh: An Architectural Framework for Federated Healthcare Data Management 45-54
  Aniol Bisquert, Achraf Hmimou, Josep Ll Berral, Alberto Gutierrez-Torre, Oscar Romero
• Graph XAI: Graph-agumented AI with Accuracy, Depth, Explainability, and Velocity 55-62
  Ricky Sun, Yuri Simione, Jason Zhang, Victor Wang

Short papers

• SQUIRREL 2.0: Fairness & Explanations for Sequential Group Recommendations 63-67
  Md Mahade Hasan, Soha Pervez, Maria Stratigi, Kostas Stefanidis
• An Efficient Diversity-Aware Method for the Empty-Answer Problem 68-72
  Yuto Ikeda, Chuan Xiao, Makoto Onizuka
• Discovery of Semantic Non-Syntactic Joins 73-77
  Marc Maynou, Sergi Nadal
• Context Based Completeness Assessment for Data Warehouse Hierarchies 78-82
  Camila Sanz, Adriana Marotta
• A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection 83-87
  Uchechukwu F Njoku, Alberto Abello, Besim Bilalli, Gianluca Bontempi

Panel papers

• There is no Data Science without Data Governance: a Proposal Based on Knowledge Graphs 88-90
  Besim Bilalli, Petar Jovanovic, Sergi Nadal, Anna Queralt, Oscar Romero
• Optimizing Data Integration Processes with the Support of Machine Learning - Is it really possible? 91-94
  Robert Wrembel
• AI and Human in Data Analytics: Who leads this Dance? 95-96
  Georgia Koutrika