EDBT/ICDT-WS 2014
EDBT/ICDT 2014 Workshops

Table of Contents

• Message from the Chairs
  K. Selçuk Candan, Sihem Amer-Yahia, Nicole Schweikardt, Vassilis Christophides
  

Algorithms for MapReduce and Beyond (BeyondMR)

• Scheduling MapReduce Jobs on Unrelated Processors2-5
  Dimitris Fotakis, Ioannis Milis, Emmanouil Zampetakis, Georgios Zois
  
• Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements6-9
  Ioannis K. Koumarelas, Athanasios Naskos, Anastasios Gounaris
  
• On the design space of MapReduce ROLLUP aggregates10-18
  Duy-Hung Phan, Matteo Dell’Amico, Pietro Michiardi
  
• Determining the k in k-means with MapReduce19-28
  Thibault Debatty, Pietro Michiardi, Wim Mees, Olivier Thonnard
  
• Tagged Dataflow: a Formal Model for Iterative Map-Reduce29-36
  Angelos Charalambidis, Nikolaos Papaspyrou, Panos Rondogiannis
  
• Processing Regular Path Queries on Giraph37-40
  Maurizio Nolé, Carlo Sartiani
  
• Graph-Parallel Entity Resolution using LSH & IMM41-49
  Pankaj Malhotra, Puneet Agarwal, Gautam Shroff
  
• Modular Data Clustering - Algorithm Design beyond MapReduce50-59
  Martin Hahmann, Dirk Habich, Wolfgang Lehner
  

Bidirectional Transformations (BX)

• Preface to the Third International Workshop on Bidirectional Transformations61-62
  Soichiro Hidaka, James F. Terwilliger
  
• Implementing a Bidirectional Model Transformation Language as an Internal DSL in Scala63-70
  Arif Wider
  
• Towards a Framework for Multidirectional Model Transformations71-74
  Nuno Macedo, Alcino Cunha, Hugo Pacheco
  
• Formalizing Semantic Bidirectionalization with Dependent Types75-81
  Helmut Grohne, Andres Löh, Janis Voigtländer
  
• BenchmarX82-86
  Anthony Anjorin, Alcino Cunha, Holger Giese, Frank Hermann, Arend Rensink, Andy Schürr
  
• Towards a Repository of Bx Examples87-91
  James Cheney, Jeremy Gibbons, James McKinna, Perdita Stevens
  
• Intersection Schemas as a Dataspace Integration Technique92-99
  Richard Brownlow, Alex Poulovassilis
  
• Bidirectional Transformations in Database Evolution: A Case Study "At Scale"100-107
  Mathieu Beine, Nicolas Hames, Jens H. Weber, Anthony Cleve
  
• Entangled State Monads108-111
  Faris Abou-Saleh, James Cheney, Jeremy Gibbons, James McKinna, Perdita Stevens
  
• Spans of lenses112-118
  Michael Johnson, Robert Rosebrugh
  

Energy Data Management (EnDM)

• Pipeline Production Data Model120-127
  Jitao Yang, Yu Fan, Yinliang Liu, Hui Deng, Yang Lin
  
• Renewable Energy Data Sources in the Semantic Web with OpenWatt128-133
  D. Davide Lamanna, Antonio Maccioni
  
• A Generic Ontology for Prosumer-Oriented Smart Grid134-139
  Syed Gillani, Frederique Laforest, Gauthier Picard
  
• Computing Electricity Consumption Profiles from Household Smart Meter Data140-147
  Omid Ardakanian, Negar Koochakzadeh, Rayman Preet Singh, Lukasz Golab, S. Keshav
  
• ECAST: A Benchmark Framework for Renewable Energy Forecasting Systems148-155
  Robert Ulbricht, Ulrike Fischer, Lars Kegel, Dirk Habich, Hilko Donker, Wolfgang Lehner
  
• Energy Data Management: Where Are We Headed? (panel)156-156
  Torben Bach Pedersen
  

Exploratory Search in Databases and the Web (ExploreDB)

• Exploratory Search in Databases and the Web158-159
  Georgia Koutrika, Laks V.S. Lakshmanan, Mirel Riedewald, Kostas Stefanidis
  
• Exploring Big Data using Visual Analytics160-160
  Daniel A. Keim
  
• On the Suitability of Skyline Queries for Data Exploration161-166
  Sean Chester, Michael L. Mortensen, Ira Assent
  
• Hippalus: Preference-enriched Faceted Exploration167-172
  Panagiotis Papadakos, Yannis Tzitzikas
  
• The DisC Diversity Model173-175
  Marina Drosou, Evaggelia Pitoura
  
• Exploring RDF/S Evolution using Provenance Queries176-181
  Haridimos Kondylakis, Dimitris Plexousakis
  
• Skyline Ranking à la IR182-187
  George Valkanas, Apostolos N. Papadopoulos, Dimitrios Gunopulos
  
• Multi-Engine Search and Language Translation188-190
  Steven J. Simske, Igor M. Boyko, Georgia Koutrika
  

Querying Graph Structured Data (GraphQ)

• An Event-Driven Approach for Querying Graph-Structured Data Using Natural Language192-199
  Richard A. Frost, Wale Agboola, Eric Matthews, Jon Donais
  
• GraphMCS: Discover the Unknown in Large Data Graphs200-207
  Elena Vasilyeva, Maik Thiele, Christof Bornhövd, Wolfgang Lehner
  
• Graph-driven Exploration of Relational Databases for Efficient Keyword Search208-215
  Roberto De Virgilio, Antonio Maccioni, Riccardo Torlone
  
• Implementing Iterative Algorithms with SPARQL216-223
  Robert W. Techentin, Barry K. Gilbert, Adam Lugowski, Kevin Deweese, John Gilbert, Eric Dull, Mike Hinchey, Steven P. Reinhardt
  
• A Map-Reduce algorithm for querying linked data based on query decomposition into stars224-231
  Christos Nomikos, Manolis Gergatsoulis, Eleftherios Kalogeros, Matthew Damigos
  
• Performance optimization for querying social network data232-239
  Florian Holzschuher, René Peinl
  
• Frequent Pattern Mining from Dense Graph Streams240-247
  Juan J. Cameron, Alfredo Cuzzocrea, Fan Jiang, Carson K. Leung
  

Linked Web Data Management (LWDM)

• Quantifying the Connectivity of a Semantic Warehouse249-256
  Yannis Tzitzikas, Nikos Minadakis, Yannis Marketakis, Pavlos Fafalios, Carlo Allocca, Michalis Mountantonakis
  
• Scalable Numerical SPARQL Queries over Relational Databases257-262
  Minpeng Zhu, Silvia Stefanova, Thanh Truong, Tore Risch
  
• Similarity Recognition in the Web of Data263-268
  Alfio Ferrara, Lorenzo Genta, Stefano Montanelli
  
• Mining of Diverse Social Entities from Linked Data269-274
  Alfredo Cuzzocrea, Carson K. Leung, Syed K. Tanbeer
  
• TripleGeo: an ETL Tool for Transforming Geospatial Data into RDF Triples275-278
  Kostas Patroumpas, Michalis Alexakis, Giorgos Giannopoulos, Spiros Athanasiou
  

Multimodal Social Data Management (MSDM)

• Social Data and Multimedia Analytics for News and Events Applications280-281
  Ioannis Kompatsiaris, Sotiris Diplaris, Symeon Papadopoulos
  
• Event Identification and Tracking in Social Media Streaming Data282-287
  Andreas Weiler, Michael Grossniklaus, Marc H. Scholl
  
• Recommendation of Multimedia Objects for Social Network Applications288-293
  Flora Amato, Francesco Gargiulo, Vincenzo Moscato, Fabio Persia, Antonio Picariello
  
• Estimating Completeness in Streaming Graphs294-299
  Malay Bhattacharyya, Supratim Bhattacharya, Sanghamitra Bandyopadhyay
  

Mining Urban Data (MUD)

• Mining Trajectory Data for Discovering Communities of Moving Objects301-308
  Corrado Loglisci, Donato Malerba, Apostolos N. Papadopoulos
  
• Mobile Sensing Data for Urban Mobility Analysis: A Case Study in Preprocessing309-314
  Indrė Žliobaitė, Jaakko Hollmén
  
• Crowd Density Estimation for Public Transport Vehicles315-322
  Marcus Handte, Muhammad Umer Iqbal, Stephan Wagner, Wolfgang Apolinarski, Pedro José Marrón, Eva Maria Muñoz Navarro, Santiago Martinez, Sara Izquierdo Barthelemy, Mario González Fernández
  
• Traffic Incident Detection Using Probabilistic Topic Model323-330
  Akira Kinoshita, Atsuhiro Takasu, Jun Adachi
  
• Predictive Trip Planning – Smart Routing in Smart Cities331-338
  Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik
  
• Addressing the Sparsity of Location Information on Twitter339-346
  Dimitrios Kotzias, Ted Lappas, Dimitrios Gunopulos
  
• Efficient Dissemination of Emergency Information using a Social Network347-354
  Iouliana Litou, Ioannis Boutsis, Vana Kalogeraki
  
• Crowdsourcing turning restrictions for OpenStreetMap355-362
  Alexandros Efentakis, Sotiris Brakatsoulas, Nikos Grivas, Dieter Pfoser
  
• Big data analytics for smart mobility: a case study363-364
  Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi
  
• Smart Applications for Smart City: a Contribution to Innovation365-366
  Simona Citrigno, Sabrina Graziano, Francesco Lupia, Domenico Saccà
  
• Analysis of Relationships Between Road Traffic Volumes and Weather: Exploring Spatial Variation367-368
  Jaakko Rantala, James Culley
  
• SiCi Explorer: Situation Monitoring of Cities in Social Media Streaming Data369-370
  Andreas Weiler, Michael Grossniklaus, Marc H. Scholl
  
• A Cascading Wavelet-Feed Forward Neural Network Approach for Forecasting Traffic Flow371-372
  Md. Mostafizur Rahman, Atsuhiro Takasu, Hafiz Md. Hasan Babu
  
• Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center373-374
  François Schnitzler, Thomas Liebig, Shie Mannor, Katharina Morik
  
• Sensing Urban Soundscapes375-382
  Tae Hong Park, Johnathan Turner, Michael Musick, Jun Hee Lee, Christopher Jacoby, Charlie Mydlarz, Justin Salamon
  

Privacy and Anonymity in the Information Society (PAIS)

• A Hybrid Approach for Privacy-preserving Record Linkage384-384
  Murat Kantarcioglu
  
• Clustering-based Multidimensional Sequence Data Anonymization385-389
  Morvarid Sehatkar, Stan Matwin
  
• Efficient Multi-User Indexing for Secure Keyword Search390-395
  Eirini C. Micheli, Giorgos Margaritis, Stergios V. Anastasiadis
  
• Community Detection in Anonymized Social Networks396-405
  Alina Campan, Yasmeen Alufaisan, Traian Marius Truta
  
• Secure Multi-Party linear Regression406-414
  Fida Dankar, Renaud Brien, Carlisle Adams, Stan Matwin
  
• Data Anonymization: The Challenge from Theory to Practice415-415
  Ting Yu
  
• A Privacy Preserving Model for Ownership Indexing in Distributed Storage Systems416-420
  Tiejian Luo, Zhu Wang, Xiang Wang