New Trends in Databases and Information Systems: ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8–11, 2019, Proceedings

Front Matter ....Pages i-xxxiii
Front Matter ....Pages 1-1
 Distributed Computation of Top-k Degrees in Hidden Bipartite Graphs  (Panagiotis Kostoglou, Apostolos N. Papadopoulos, Yannis Manolopoulos)....Pages 3-10
 Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification  (Lucija Brezočnik, Iztok Fister Jr., Grega Vrbančič)....Pages 11-18
 Document Data Modeling: A Conceptual Perspective  (David Chaves, Elzbieta Malinowski)....Pages 19-27
 Towards Automated Visualisation of Scientific Literature  (Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Chiusano)....Pages 28-36
 Metadata Management for Data Lakes  (Franck Ravat, Yan Zhao)....Pages 37-44
 Correlation Between Students’ Background and the Knowledge on Conceptual Database Modelling  (Lili Nemec Zlatolas, Aida Kamišalić, Muhamed Turkanović)....Pages 45-51
 Smart Caching for Efficient Functional Dependency Discovery  (Anastasia Birillo, Nikita Bobrov)....Pages 52-59
 The Agents’ Selection Methods for a Consensus-Based Investment Strategy in a Multi-agent Financial Decisions Support System  (Marcin Hernes, Adrianna Kozierkiewicz, Marcin Pietranik)....Pages 60-67
 Ratings vs. Reviews in Recommender Systems: A Case Study on the Amazon Movies Dataset  (Maria Stratigi, Xiaozhou Li, Kostas Stefanidis, Zheying Zhang)....Pages 68-76
 Solution Pattern for Anomaly Detection in Financial Data Streams  (Maciej Zakrzewicz, Marek Wojciechowski, Paweł Gławiński)....Pages 77-84
 Exploring Pattern Mining for Solving the Ontology Matching Problem  (Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin)....Pages 85-93
 Systematic Creation of Cumulative Design Science Research Knowledge with a Case Study in the Field of Automatic Speech Recognition  (Udo Bub)....Pages 94-101
 SLFTD: A Subjective Logic Based Framework for Truth Discovery  (Danchen Zhang, Vladimir I. Zadorozhny, Vladimir A. Oleshchuk)....Pages 102-110
 A Cellular Network Database for Fingerprint Positioning Systems  (Donatella Gubiani, Paolo Gallo, Andrea Viel, Andrea Dalla Torre, Angelo Montanari)....Pages 111-119
 Automatically Configuring Parallelism for Hybrid Layouts  (Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele, Wolfgang Lehner)....Pages 120-125
 Automated Vertical Partitioning with Deep Reinforcement Learning  (Gabriel Campero Durand, Rufat Piriyev, Marcus Pinnecke, David Broneske, Balasubramanian Gurumurthy, Gunter Saake)....Pages 126-134
 BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data  (Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang, Vladimir I. Zadorozhny)....Pages 135-143
 Modelling and Querying Star and Snowflake Warehouses Using Graph Databases  (Alejandro Vaisman, Florencia Besteiro, Maximiliano Valverde)....Pages 144-152
 Towards Integrating Collaborative Filtering in Visual Data Exploration Systems  (Houssem Ben Lahmar, Melanie Herschel)....Pages 153-160
Front Matter ....Pages 161-161
 Usage Models Mapped to Programs  (András J. Molnár, Bernhard Thalheim)....Pages 163-175
 Phenomenological Framework for Model Enabled Enterprise Information Systems  (Tomas Jonsson, Håkan Enquist)....Pages 176-187
 Query-Based Reverse Engineering of Graph Databases – From Program to Model  (Isabelle Comyn-Wattiau, Jacky Akoka)....Pages 188-197
 A Model-Driven Needs Based Augmented Reality: From Model to Program  (Manal A. Yahya, Ajantha Dahanayake)....Pages 198-209
 Graphical E-Commerce Values Filtering Model in Spatial Database Framework  (Michal Kopecky, Peter Vojtas)....Pages 210-220
 Transforming Object-Oriented Model to a Web Interface Using XSLT  (Jiri Musto, Ajantha Dahanayake)....Pages 221-231
 Abstract Layers and Generic Elements as a Basis for Expressing Multidimensional Software Knowledge  (Valentino Vranić, Adam Neupauer)....Pages 232-242
 Model Suite and Model Set in Software Development  (Igor Fiodorov, Alexander Sotnikov)....Pages 243-252
 Automatic Code Generator for Screen Based Systems  (Katerina Korenblat, Elena V. Ravve)....Pages 253-265
 Formalizing Requirement Specifications for Problem Solving in a Research Domain  (Nikolay A. Skvortsov, Sergey A. Stupnikov)....Pages 266-279
Front Matter ....Pages 281-281
 Customer Value Prediction in Direct Marketing Using Hybrid Support Vector Machine Rule Extraction Method  (Suncica Rogic, Ljiljana Kascelan)....Pages 283-294
 Crowd Counting á la Bourdieu  (Karolina Przybylek, Illia Shkroba)....Pages 295-305
 A Holistic Decision Making Framework for a Vehicle Sharing System  (Selin Ataç, Nikola Obrenović, Michel Bierlaire)....Pages 306-314
 Residual MobileNets  (Adam Brzeski, Kamil Grinholc, Kamil Nowodworski, Adam Przybylek)....Pages 315-324
 A Blockchain-Based Decentralized Self-balancing Architecture for the Web of Things  (Aleksandar Tošić, Jernej Vičič, Michael Mrissa)....Pages 325-336
 A Business-Context-Based Approach for Message Standards Use - A Validation Study  (Elena Jelisic, Nenad Ivezic, Boonserm Kulvatunyou, Nenad Anicic, Zoran Marjanovic)....Pages 337-349
 A Two-Tiered Database Design Based on Core Components Methodology  (Elena Jelisic, Nenad Ivezic, Boonserm Kulvatunyou, Marija Jankovic, Zoran Marjanovic)....Pages 350-361
Front Matter ....Pages 363-363
 Using Rule and Goal Based Agents to Create Metadata Profiles  (Hiba Khalid, Esteban Zimányi)....Pages 365-377
 On Metadata Support for Integrating Evolving Heterogeneous Data Sources  (Darja Solodovnikova, Laila Niedrite, Aivars Niedritis)....Pages 378-390
 The Impact of Event Log Subset Selection on the Performance of Process Discovery Algorithms  (Mohammadreza Fani Sani, Sebastiaan J. van Zelst, Wil M. P. van der Aalst)....Pages 391-404
 Exploiting Event Log Event Attributes in RNN Based Prediction  (Markku Hinkka, Teemu Lehto, Keijo Heljanko)....Pages 405-416
 Design and Implementation of a Graph-Based Solution for Tracking Manufacturing Products  (Jorge Martinez-Gil, Reinhard Stumpner, Christian Lettner, Mario Pichler, Werner Fragner)....Pages 417-423
Front Matter ....Pages 425-425
 An XML Interchange Format for ETL Models  (Judith Awiti, Esteban Zimányi)....Pages 427-439
 Metadata Systems for Data Lakes: Models and Features  (Pegdwendé N. Sawadogo, Étienne Scholly, Cécile Favre, Éric Ferey, Sabine Loudcher, Jérôme Darmont)....Pages 440-451
 A Metadata Framework for Data Lagoons  (Vasileios Theodorou, Rihan Hai, Christoph Quix)....Pages 452-462
 Assessing the Role of Temporal Information in Modelling Short-Term Air Pollution Effects Based on Traffic and Meteorological Conditions: A Case Study in Wrocław  (Andrea Brunello, Joanna Kamińska, Enrico Marzano, Angelo Montanari, Guido Sciavicco, Tomasz Turek)....Pages 463-474
 Extreme Climate Event Detection Through High Volume of Transactional Consumption Data  (Hugo Alatrista-Salas, Mauro León-Payano, Miguel Nunez-del-Prado)....Pages 475-486
Front Matter ....Pages 487-487
 Data Quality Alerting Model for Big Data Analytics  (Eliza Gyulgyulyan, Julien Aligon, Franck Ravat, Hrachya Astsatryan)....Pages 489-500
 Framework for Assessing the Smartness Maturity Level of Villages  (Jorge Martinez-Gil, Mario Pichler, Tina Beranič, Lucija Brezočnik, Muhamed Turkanović, Gianluca Lentini et al.)....Pages 501-512
 GameRecs: Video Games Group Recommendations  (Rama Hannula, Aapo Nikkilä, Kostas Stefanidis)....Pages 513-524
 FIFARecs: A Recommender System for FIFA18  (Jaka Klancar, Karsten Paulussen, Kostas Stefanidis)....Pages 525-536
Front Matter ....Pages 537-537
 Algorithms and Architecture for Managing Evolving ETL Workflows  (Judith Awiti)....Pages 539-545
 Data Integration of Legacy ERP System Based on Ontology Learning from SQL Scripts  (Chuangtao Ma)....Pages 546-551
 Business Intelligence & Analytics Applied to Public Housing  (Étienne Scholly)....Pages 552-557
 Textual Data Analysis from Data Lakes  (Pegdwendé N. Sawadogo)....Pages 558-563
 A Dockerized String Analysis Workflow for Big Data  (Maria Th. Kotouza, Fotis E. Psomopoulos, Pericles A. Mitkas)....Pages 564-569
Back Matter ....Pages 571-572