Database and Expert Systems Applications: 29th International Conference, DEXA 2018, Regensburg, Germany, September 3–6, 2018, Proceedings, Part I

Description

This volume constitutes the refereed proceedings of the three workshops held at the 29th International Conference on Database and Expert Systems Applications, DEXA 2018, held in Regensburg, Germany, in September 2018: the Third International Workshop on Big Data Management in Cloud Systems, BDMICS 2018, the 9th International Workshop on Biological Knowledge Discovery from Data, BIOKDD, and the 15th International Workshop on Technologies for Information Retrieval, TIR. The 25 revised full papers were carefully reviewed and selected from 33 submissions. The papers discuss a range of topics including: parallel data management systems, consistency and privacy cloud computing and graph queries, web and domain corpora, NLP applications, social media and personalization Front Matter ....Pages I-XXXIII Front Matter ....Pages 1-1 Scalable Vertical Mining for Big Data Analytics of Frequent Itemsets (Carson K. Leung, Hao Zhang, Joglas Souza, Wookey Lee)....Pages 3-17 ScaleSCAN: Scalable Density-Based Graph Clustering (Hiroaki Shiokawa, Tomokatsu Takahashi, Hiroyuki Kitagawa)....Pages 18-34 Sequence-Based Approaches to Course Recommender Systems (Ren Wang, Osmar R. Zaïane)....Pages 35-50 Front Matter ....Pages 51-51 BFASTDC: A Bitwise Algorithm for Mining Denial Constraints (Eduardo H. M. Pena, Eduardo Cunha de Almeida)....Pages 53-68 BOUNCER: Privacy-Aware Query Processing over Federations of RDF Datasets (Kemele M. Endris, Zuhair Almhithawi, Ioanna Lytra, Maria-Esther Vidal, Sören Auer)....Pages 69-84 Minimising Information Loss on Anonymised High Dimensional Data with Greedy In-Memory Processing (Nikolai J. Podlesny, Anne V. D. M. Kayem, Stephan von Schorlemer, Matthias Uflacker)....Pages 85-100 Front Matter ....Pages 101-101 A Diversification-Aware Itemset Placement Framework for Long-Term Sustainability of Retail Businesses (Parul Chaudhary, Anirban Mondal, Polepalli Krishna Reddy)....Pages 103-118 Global Analysis of Factors by Considering Trends to Investment Support (Makoto Kirihata, Qiang Ma)....Pages 119-133 Efficient Aggregation Query Processing for Large-Scale Multidimensional Data by Combining RDB and KVS (Yuya Watari, Atsushi Keyaki, Jun Miyazaki, Masahide Nakamura)....Pages 134-149 Front Matter ....Pages 151-151 Learning Interpretable Entity Representation in Linked Data (Takahiro Komamizu)....Pages 153-168 GARUM: A Semantic Similarity Measure Based on Machine Learning and Entity Characteristics (Ignacio Traverso-Ribón, Maria-Esther Vidal)....Pages 169-183 Knowledge Graphs for Semantically Integrating Cyber-Physical Systems (Irlán Grangel-González, Lavdim Halilaj, Maria-Esther Vidal, Omar Rana, Steffen Lohmann, Sören Auer et al.)....Pages 184-199 Front Matter ....Pages 201-201 Efficient Top-k Cloud Services Query Processing Using Trust and QoS (Karim Benouaret, Idir Benouaret, Mahmoud Barhamgi, Djamal Benslimane)....Pages 203-217 Answering Top-k Queries over Outsourced Sensitive Data in the Cloud (Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez)....Pages 218-231 \(R^2\)-Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks (Yin Lin, Xinyi Chen, Xiaofeng Gao, Bin Yao, Guihai Chen)....Pages 232-247 Front Matter ....Pages 249-249 Monitoring Range Motif on Streaming Time-Series (Shinya Kato, Daichi Amagata, Shunya Nishio, Takahiro Hara)....Pages 251-266 MTSC: An Effective Multiple Time Series Compressing Approach (Ningting Pan, Peng Wang, Jiaye Wu, Wei Wang)....Pages 267-282 DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity (Tianxiang Gao, Weiming Bao, Jinning Li, Xiaofeng Gao, Boyuan Kong, Yan Tang et al.)....Pages 283-299 Front Matter ....Pages 301-301 Community Structure Based Shortest Path Finding for Social Networks (Yale Chai, Chunyao Song, Peng Nie, Xiaojie Yuan, Yao Ge)....Pages 303-319 On Link Stability Detection for Online Social Networks (Ji Zhang, Xiaohui Tao, Leonard Tan, Jerry Chun-Wei Lin, Hongzhou Li, Liang Chang)....Pages 320-335 EPOC: A Survival Perspective Early Pattern Detection Model for Outbreak Cascades (Chaoqi Yang, Qitian Wu, Xiaofeng Gao, Guihai Chen)....Pages 336-351 Front Matter ....Pages 353-353 Analyzing Temporal Keyword Queries for Interactive Search over Temporal Databases (Qiao Gao, Mong Li Lee, Tok Wang Ling, Gillian Dobbie, Zhong Zeng)....Pages 355-371 Implicit Representation of Bigranular Rules for Multigranular Data (Stephen J. Hegner, M. Andrea Rodríguez)....Pages 372-389 QDR-Tree: An Efficient Index Scheme for Complex Spatial Keyword Query (Xinshi Zang, Peiwen Hao, Xiaofeng Gao, Bin Yao, Guihai Chen)....Pages 390-404 Front Matter ....Pages 405-405 Approximating Diversified Top-k Graph Pattern Matching (Xin Wang, Huayi Zhan)....Pages 407-423 Boosting PageRank Scores by Optimizing Internal Link Structure (Naoto Ohsaka, Tomohiro Sonobe, Naonori Kakimura, Takuro Fukunaga, Sumio Fujita, Ken-ichi Kawarabayashi)....Pages 424-439 Finding the Most Navigable Path in Road Networks: A Summary of Results (Ramneek Kaur, Vikram Goyal, Venkata M. V. Gunturi)....Pages 440-456 Load Balancing in Network Voronoi Diagrams Under Overload Penalties (Ankita Mehta, Kapish Malik, Venkata M. V. Gunturi, Anurag Goel, Pooja Sethia, Aditi Aggarwal)....Pages 457-475 Back Matter ....Pages 477-479