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- research-articleMarch 2012
Towards scalable data integration under constraints
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 251–256https://doi.org/10.1145/2320765.2320835In this paper we consider the problem of answering queries using views, with or without ontological constraints, which is important for data integration, query optimization, and data warehouses. Our context is data integration, so we search for ...
- research-articleMarch 2012
Validating cluster structures in data mining tasks
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 245–250https://doi.org/10.1145/2320765.2320833Clustering has been a subject of wide research since it arises in many application domains. One of the clustering process issues is the evaluation of clustering results. Estimation of the obtained cluster structure quality is the main subject of cluster ...
- research-articleMarch 2012
Towards measuring test data quality
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 233–238https://doi.org/10.1145/2320765.2320830In order to enable proper system and integration testing, it is often necessary to have huge test data inventories, reflecting the heterogeneous live system. Although the maintenance of large data stores can be guided by advice obtained from data ...
- research-articleMarch 2012
Access control in social networks: a reachability-based approach
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 227–232https://doi.org/10.1145/2320765.2320828Nowadays, social networks are attracting more and more users. These social network subscribers may share personal and sensitive information with a large number of possibly unknown other users, which is in constant evolution. This raises the need of ...
- research-articleMarch 2012
Privacy-preserving ranking over vertically partitioned data
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 216–220https://doi.org/10.1145/2320765.2320825Privacy concerns in many application domains prevents sharing of data, which limits data mining technology to identify patterns and trends from large amount of data. Traditional data mining algorithms have been developed within a centralized model. ...
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- research-articleMarch 2012
Efficient and secure ranked multi-keyword search on encrypted cloud data
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 186–195https://doi.org/10.1145/2320765.2320820Information search and document retrieval from a remote database (e.g. cloud server) requires submitting the search terms to the database holder. However, the search terms may contain sensitive information that must be kept secret from the database ...
- research-articleMarch 2012
Open business intelligence: on the importance of data quality awareness in user-friendly data mining
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 144–147https://doi.org/10.1145/2320765.2320812Citizens demand more and more data for making decisions in their daily life. Therefore, mechanisms that allow citizens to understand and analyze linked open data (LOD) in a user-friendly manner are highly required. To this aim, the concept of Open ...
- research-articleMarch 2012
Tailoring linked data exploration through inCloud filtering
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 140–143https://doi.org/10.1145/2320765.2320810This paper presents techniques for tailoring linked data exploration by relying on the use of high-level, intuitive organization structures called inClouds (information Clouds). Techniques based on content filtering and relevance filtering are proposed ...
- research-articleMarch 2012
Classification rule learning for data linking
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 136–139https://doi.org/10.1145/2320765.2320808Many approaches have been defined to link data items automatically. Nevertheless, when data are numerous and when the schema is unknown, most of these approaches are too time-consuming. We propose an approach where classification rules are learnt thanks ...
- research-articleMarch 2012
LODifying personal content sharing
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 124–130https://doi.org/10.1145/2320765.2320805The advent of contemporary mobile devices and their increasing computing power and location capabilities combined with the most innovative Web technologies has provided mobile users with new possibilities to share experiences on-the-go. The growing ...
- research-articleMarch 2012
Sieve: linked data quality assessment and fusion
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 116–123https://doi.org/10.1145/2320765.2320803The Web of Linked Data grows rapidly and already contains data originating from hundreds of data sources. The quality of data from those sources is very diverse, as values may be out of date, incomplete or incorrect. Moreover, data sources may provide ...
- research-articleMarch 2012
Data management in the MIRABEL smart grid system
- Matthias Boehm,
- Lars Dannecker,
- Andreas Doms,
- Erik Dovgan,
- Bogdan Filipič,
- Ulrike Fischer,
- Wolfgang Lehner,
- Torben Bach Pedersen,
- Yoann Pitarch,
- Laurynas Šikšnys,
- Tea Tušar
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 95–102https://doi.org/10.1145/2320765.2320797Nowadays, Renewable Energy Sources (RES) are attracting more and more interest. Thus, many countries aim to increase the share of green energy and have to face with several challenges (e.g., balancing, storage, pricing). In this paper, we address the ...
- research-articleMarch 2012
Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 73–78https://doi.org/10.1145/2320765.2320791Next-generation DNA sequencing machines are generating a very large amount of sequence data with applications in many scientific challenges and placing unprecedented demands on traditional single-processor bioinformatics algorithms. Middleware and ...
- research-articleMarch 2012
RDF data management in the Amazon cloud
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 61–72https://doi.org/10.1145/2320765.2320790Cloud computing has been massively adopted recently in many applications for its elastic scaling and fault-tolerance. At the same time, given that the amount of available RDF data sources on the Web increases rapidly, there is a constant need for ...
- research-articleMarch 2012
Cost models for view materialization in the cloud
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 47–54https://doi.org/10.1145/2320765.2320788In classical databases, query performance is casually achieved through physical data structures such as caches, indexes and materialized views. In this context, many cost models help select a "best set" of such data structures. However, this selection ...
- research-articleMarch 2012
FunSQL: it is time to make SQL functional
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 41–46https://doi.org/10.1145/2320765.2320786With the rise of cloud-computing and cloud-scale data management the importance of shipping the code of an application to its data has increased tremendously. Especially when offering data analytics on top of traditional relational databases as a ...
- research-articleMarch 2012
A quality aware service-oriented web warehouse platform
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 29–32https://doi.org/10.1145/2320765.2320783In order to be a useful tool, a Web Warehouse (WW) should take into account the quality of the data it manages and the quality of the services that provide the source data. It should also have enough flexibility to endure the high volatility of web ...
- research-articleMarch 2012
Business intelligence on complex graph data
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 13–20https://doi.org/10.1145/2320765.2320780Advances in the Internet of Things will provide massive amounts of context-aware information that would need to be ingested and understood by supporting IT infrastructures, influencing running processes that trigger actions. As a result, future Business ...
- research-articleMarch 2012
Analysis of social metrics in dynamic networks: measuring the influence with FRINGE
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 9–12https://doi.org/10.1145/2320765.2320779Nowadays, social networking services, such as Facebook, Google+ or Twitter, have been drawing increasing attention from everyday users to research and industrial communities worldwide. The success of these social networking services provides a wealth of ...
- research-articleMarch 2012
Informing observers: quality-driven filtering and composition of web 2.0 sources
EDBT-ICDT '12: Proceedings of the 2012 Joint EDBT/ICDT WorkshopsPages 1–8https://doi.org/10.1145/2320765.2320776Current Web technologies enable an active role of users, who can create and share their contents very easily. This mass of information includes opinions about a variety of key interest topics and represents a new and invaluable source of marketing ...