| Vol-3379 urn:nbn:de:0074-3379-5 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# EDBT/ICDT-WS 2023
EDBT/ICDT 2023 Workshops

### Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference

### Ioannina, Greece, March, 28, 2023.

Edited by

### EDBT/ICDT 2023 Workshops Chairs and Workshops Proceedings Chairs
George Fletcher, Eindhoven University of Technology, The Netherlands
Verena Kantere, NTUA, Greece

### Program Chairs of EDBT/ICDT 2023 Workshops

Matteo Francia, University of Bologna (Italy)
Enrico Gallinucci, University of Bologna (Italy)
Patrick Marcel, Université de Tours (France)
Veronika Peralta, Université de Tours (France)
Tania Cerquitelli, Politecnico di Torino (Italy)
Silvia Chiusano, Politecnico di Torino (Italy)
Genoveva Vargas–Solar, CNRS, LIRIS (France)
Sofia Yfantidou, Aristotle Uni. of Thessaloniki (Greece)
Christina Karagianni, Aristotle Uni. of Thessaloniki (Greece)
Stelios Karamanidis, Aristotle Uni. of Thessaloniki (Greece)
Nikos Bikakis, Athena Research Center (Greece)
Issei Fujishiro, Keio University (Japan)
Steffen Frey, University of Groningen (Netherlands)
George Papastefanatos, Athena Research Center (Greece)
Shixia Liu, Tsinghua University (China)
Christos Doulkeridis, University of Piraeus (Greece)
Alessandra Raffaetà, Ca' Foscari University of Venice (Italy)
Esteban Zimányi, Université Libre de Bruxelles (Belgium)
Meike Klettke, University of Regensburg (Germany)
Stefanie Scherzinger, University of Passau (Germany)
Uta Störl, University of Hagen (Germany)
Kostas Stefanidis, Tampere University (Finland)
Praveen Rao, University of Missouri-Columbia (USA)
Haridimos Kondylakis, ICS-FORTH (Greece)
Anton Dignös, Free University of Bozen-Bolzano (Italy)
Tilmann Rabl, Hasso Plattner Institute, University of Potsdam (Germany)

## Table of Contents

- Preface

### 2nd International Workshop on Data Platform Design, Management, and Optimization (DATAPLAT)

- Towards a Multi-Model Approach to Support User-Driven Extensibility in Data Warehouses: Agro-ecology Case Study
  Fagnine Alassane Coulibaly, Sandro Bimonte, Stefano Rizzi, Sylvie Malembic-Maher, Frédéric Fabre
- Easy-to-use Interfaces for Supporting the Semantic Annotation of Web Tables
  Sara Bonfitto, Paolo Perlasca, Marco Mesiti
- HEALER: A Data Lake Architecture for Healthcare
  Carlo Manco, Tommaso Dolci, Fabio Azzalini, Enrico Barbierato, Marco Gribaudo, Letizia Tanca
- MongoDB Data Versioning Performance: local versus Atlas
  Lucia de Espona, Ela Pustulka
- Toulouse: Learning Join Order Optimization Policies for Rule-based Data Engines
  Antonios Karvelas, Yannis Foufoulas, Alkis Simitsis, Yannis Ioannidis
- Mining Data Wrangling Workflows for Patterns, Reuse and Optimisation Opportunities
  Abdullah Khalid A Almasaud, Sandra Sampaio, Pedro Sampaio
- Prediction of User-Brand Associations Based on Sentiment Analysis
  Mariella Bonomo, Simona E. Rombo, Filippo Rotolo

### 7th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP)

- GeoRoBERTa: A Transformer-based Approach for Semantic Address Matching
  Yassine Guermazi, Sana Sellami, Omar Boucelma
- Time Series Segmentation Applied to a New Data Set for Mobile Sensing of Human Activities
  Arik Ermshaus, Sunita Singh, Ulf Leser
- Amarelli’s Industry 4.0 Transformation with IoT and Digital Advertisement: Optimizing Operations and Engaging Customers
  Fabrizio Giuliano, Simona Ester Rombo, Mariella Bonomo, Salvatore Iiritano, Luigi Granata, Massimiliano Ruffolo, Ilenia Tinnirello
- Strategies for creating knowledge graphs to depict a multi-perspective Queer communities representation
  Louann Coste, Flora Helmers, Hammamache Kheddouci, Léo Le Nestour, Mahsa Niazi, Genoveva Vargas-Solar
- Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach
  Davide Napolitano, Lorenzo Vaiani, Luca Cagliero
- Translating data science queries from natural language into graph analytics queries using NLDS-QL
  Genoveva Vargas-Solar, Karim Dao, Javier A. Espinosa-Oviedo
- Data-driven energy demand forecasting for electric vehicle charging infrastructure
  Silvia Meddi, Sara Cavaglion, Tania Cerquitelli, Emanuele Manfredi, Andrea Regalia, Raffaele Menolascino, Guido Zardo
- Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
  Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
- Detection of anomalous trajectories for vehicle traffic data
  Angelos Moavinis, Anastasios Gounaris, Ioannis Constantinou
- Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network
  Irene Capodicasa, Tania Cerquitelli

### 1st International Workshop on Data Analytics for Personal & Ubiquitous Computing (DATUM)

- A Framework for Biodiversity Image Analysis using Machine Learning and Crowdsourcing Knowledge
  Loukas Chatzivasili, Georgia Charalambous, Maria Papoutsoglou, Georgia Kapitsaki, Ioustina Harasim, Eva Chatzinikolaou, Georgia Sarafidou, Ioannis Rallis, Markos Digenis
- ProximIoT: A Proximity-based Product Marketing Platform
  Petros Manousis, Dimitris Louvaris, Konstantinos Lambropoulos, George Kelantonakis, Chrysostomos Zeginis, Kostas Magoutis, Konstantinos Petridis, Konstantinos Kalampokis, Stelios Gkouskos
- Seek and Go: Data, Algorithms, and Interactive Tools for Pedestrian Navigation
  K. Koritsoglou, P. Laskas, V. Patras, I. Fudos
- Unveiling technology clusters and prominent investors of home automation networking through patent analysis
  Konstantinos Charmanas, Konstantinos Georgiou, Nikolaos Mittas, Lefteris Angelis
- Minimal wearable setup via sensor correlation: a case study of field hockey players
  Giorgos Ioannou, Andrei Kazlouski, Thomas Marchioro, Maarten Gijssel
- Privacy-preserving Decentralized Learning of Knowledge Graph Embeddings
  Anh-Tu Hoang, Ahmed Lekssays, Barbara Carminati, Elena Ferrari

### 6th International Workshop on Big Data Visual Exploration and Analytics (BigVis)

- Exposing Geospatial Cultural Heritage Content in Map-based Applications
  Nikos Bikakis, Giorgos Giannopoulos, Nikolaos Sidiropoulos, Christina Flouda, Athanasios Doupas, Voula Giouli, Panagiotis Karioris, Paraskevi Botini, Anna Vacalopoulou, Gregory Stainhaouer
- HARVEST: a complete solution for smart agriculture monitoring
  Ioannis Mavroudopoulos, Theodoros Toliopoulos, Anastasios Gounaris, Georgios Kynigopoulos, Andreas Andreadis, Ilias Kalfas
- Clustering, Universalities, and Evolutionary Schema Design
  Issei Fujishiro, Naoko Sawada, Makoto Uemura
- Natural Language Data Interfaces: From Keyword Search to ChatGPT, are we there yet?
  George Katsogiannis-Meimarakis, Christos Tsapelas, Georgia Koutrika
- A Tool for Visual Exploration and Analysis of Solar Photovoltaic Module Data
  Vassilis Stamatopoulos, Stavros Maroulis, Konstantinos Kozanis, Ioannis Psarros, George Papastefanatos, Giorgos Giannopoulos, Manolis Terrovitis
- Graph Peeling Semantics
  James Abello, Haoyang Zhang

### 5th International Workshop on Big Mobility Data Analytics (BMDA)

- Enriching fixed stations air pollution monitoring with opportunistic mobile monitoring
  Mohammad Abboud, Karine Zeitouni, Yehia Taher
- Context-Matching in Mobility Trajectories Using Particle Filters
  Mohammadreza Amini, Mahmoud Sakr
- Outlier Detection and Cleaning in Trajectories: A Benchmark of Existing Tools
  Mariana M G Duarte, Mahmoud Sakr
- Predicting EV parking behaviour in shared premises
  Vinicius Monteiro de Lira, Fabiano Pallonetto, Lorenzo Gabrielli, Chiara Renso
- Scalable Distributed Trajectory Clustering Using Apache Spark
  Stamatis Stefanopoulos, Charilaos Akasiadis, Nikos Pelekis, Dimitris Zissis
- Towards a Unified Vessel Traffic Flow Forecasting Framework
  Petros Mandalis, Eva Chondrodima, Yannis Kontoulis, Nikos Pelekis, Yannis Theodoridis
- AIS Data Analytics for Shipping Business Decision-Making: A Short Survey
  Andreas Kouvaras, Dimitrios Tsouknidis, Alexander Artikis
- Real-Time Spatio-Temporal Forecasting with Dynamic Urban Event and Vehicle-Level Flow Information
  Chris Conlan, Joe Oakley, Gunduz Vehbi Demirci, Alexandros Sfyridis, Hakan Ferhatosmanoglu
- Deep Learning From Trajectory Data: a Review of Deep Neural Networks and the Trajectory Data Representations to Train Them
  Anita Graser, Anahid Jalali, Jasmin Lampert, Axel Weißenfeld, Krzysztof Janowicz

### 3rd Workshop on Conceptual Modeling for NoSQL Data Stores (CoMoNoS)

- Data migration in column family database evolution using MDE
  Pablo Suárez-Otero, Michael J. Mior, María José Suárez-Cabal, Javier Tuya
- Propagating Schema Changes to Code: An Approach Based on a Unified Data Model
  Alberto Hernández Chillón, Jesús García Molina, José Ramón Hoyos, María José Ortín
- Effective queries for mega-analysis in cognitive neuroscience
  Anna Ravenschlag, Monique Denissen, Bianca Löhnert, Mateusz Pawlik, Nicole Himmelstoß, Florian Hutzler

### 5th International Workshop on Health Data Management in the Era of AI (HeDAI)

- Diagnosis Prediction over Patient Data using Hierarchical Medical Taxonomies
  Emil Riis Hansen, Tomer Sagi, Katja Hose
- Is My Model Up-to-date? Detecting CoViD-19 Variants by Machine Learning
  Oguzhan Avci, Giuseppe Pozzi
- Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning
  Tanveer Khan, Khoa Nguyen, Antonis Michalas
- Monitoring Human Attention with a Portable EEG Sensor and Supervised Machine Learning
  Silvia M. Massa, Giovanni Usai, Daniele Riboni
- Respiration and heartbeat rates estimation using IR-UWB non-contact radar sensor recordings: A pre-clinical study
  Anastasia Pentari, Dimitrios Manousos, Thomas Kassiotis, George Rigas, Manolis Tsiknakis
- SHARE: A Framework for Personalized and Healthy Recipe Recommendations
  Konstantinos Zioutos, Haridimos Kondylakis, Kostas Stefanidis
- A Medical Question Answering System with NLP and graph database
  Ioannis Tsampos, Emmanouil Marakakis

### EDBT PhD Workshop 2023

- Discrimination-aware Data Transformations
  Chiara Accinelli
- A System for Trajectory Data Management and Analysis
  Johann Bornholdt
- Neural Data Search for Table Augmentation
  Alexander Brinkmann
- Efficient and Scalable Management of Interval Data
  George Christodoulou
- Adapting scientific workflows to changing infrastructures
  Ninon De Mecquenem
- Scalable Query Processing on Big Spatial Data
  Thanasis Georgiadis
- Optimizing Analytical Query Processing on Disaggregated Hardware
  Andreas Geyer

2023-03-28: submitted by Verena Kantere, metadata incl. bibliographic data published under Creative Commons CC0
2023-04-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|