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数据库和信息系统的新趋势:ADBIS 2019短篇论文、BBIGAP研讨会、QAUCA研讨会、SemBDM研讨会、SIMPDA研讨会、M2P研讨会、MADEISD研讨会和博士联合会,斯洛文尼亚,布莱德

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标题(title):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
数据库和信息系统的新趋势:ADBIS 2019短篇论文、BBIGAP研讨会、QAUCA研讨会、SemBDM研讨会、SIMPDA研讨会、M2P研讨会、MADEISD研讨会和博士联合会,斯洛文尼亚,布莱德,2019年9月8日至11日,会议记录
作者(author):Tatjana Welzer, Johann Eder, Vili Podgorelec, Robert Wrembel, Mirjana Ivanović, Johann Gamper, Mikoƚaj Morzy, Theodoros Tzouramanis, Jérôme Darmont, Aida Kamišalić Latifić
出版社(publisher):Springer International Publishing
大小(size):46 MB (48184214 bytes)
格式(extension):pdf
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This book constitutes the thoroughly refereed short papers, workshops and doctoral consortium papers of the 23rd European Conference on Advances in Databases and Information Systems, ADBIS 2019, held in Bled, Slovenia, in September 2019.



The 19 short research papers and the 5 doctoral consortium papers were carefully reviewed and selected from 103 submissions, and the 31 workshop papers were selected out of 67 submitted papers. The papers are organized in the following sections: Short Papers; Workshops Papers; Doctoral Consortium Papers; and cover a wide spectrum of topics related to database and information systems technologies for advanced applications.


Table of contents :
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
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数据库和信息系统的新趋势:ADBIS 2019短篇论文、BBIGAP研讨会、QAUCA研讨会、SemBDM研讨会、SIMPDA研讨会、M2P研讨会、MADEISD研讨会和博士联合会,斯洛文尼亚,布莱德
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