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The Four Generations of Entity Resolution
Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of the research examines ways for improving its effectiveness and time efficiency. The initial ER methods primarily target Veracity in the context of structured (relational) data that are described by a schema of well-known quality and meaning. To achieve high effectiveness, they leverage schema, expert, and/or external knowledge. Part of these methods are extended to address Volume, processing large datasets through multi-core or massive parallelization approaches, such as the MapReduce paradigm. However, these early schema-based approaches are inapplicable to Web Data, which abound in voluminous, noi...
The Semantic Web: ESWC 2017 Satellite Events
This book constitutes the thoroughly refereed post-conference proceedings of the Satellite Events of the 14th European Conference on the Semantic Web, ESWC 2017, held in Portoroz, Slovenia, in May/June2017.The volume contains 8 poster and 24 demonstration papers, selected from 105 submissions. Additionally, this book includes a selection of 13 best workshop papers. The papers cover various aspects of the semantic web.The chapter 'Scholia, Scientometrics and Wikidata' is available open access under a CC BY 4.0 license via link.springer.com.
Greece
This historical essay explores Greece in the 1990s. It seeks to illuminate vital aspects of the Greek phenomenon using themes such as politics, institutions, society, ideology, foreign policy, geography and culture.
Entity Resolution in the Web of Data
In recent years, several knowledge bases have been built to enable large-scale knowledge sharing, but also an entity-centric Web search, mixing both structured data and text querying. These knowledge bases offer machine-readable descriptions of real-world entities, e.g., persons, places, published on the Web as Linked Data. However, due to the different information extraction tools and curation policies employed by knowledge bases, multiple, complementary and sometimes conflicting descriptions of the same real-world entities may be provided. Entity resolution aims to identify different descriptions that refer to the same entity appearing either within or across knowledge bases. The objective...
Thanos Vol. 2
Collects Thanos (2016) #7-12. See Thanos as youve never seen him before: powerless and alone! He is willing to do anything to survive, even if that means accepting help from the unlikeliest of places! And when a threat emerges thats even worse than the Mad Titan himself, every last one of our lives will depend on the weakened Thanos drive to survive! And then theres the small matter of the God Quarry. None who enter have ever returned and now, its Thanos turn to explore its depths. But thats nothing compared to whats coming: Earths Mightiest Hero! Leader of the Avengers! Champion of all that is good! Thanos?! But can the cosmos survive when Thanos and his son, Thane, come face-to-face in their violent and universe-shaking climactic battle?
Big Data Integration
The big data era is upon us: data are being generated, analyzed, and used at an unprecedented scale, and data-driven decision making is sweeping through all aspects of society. Since the value of data explodes when it can be linked and fused with other data, addressing the big data integration (BDI) challenge is critical to realizing the promise of big data. BDI differs from traditional data integration along the dimensions of volume, velocity, variety, and veracity. First, not only can data sources contain a huge volume of data, but also the number of data sources is now in the millions. Second, because of the rate at which newly collected data are made available, many of the data sources a...
Schema Matching and Mapping
Requiring heterogeneous information systems to cooperate and communicate has now become crucial, especially in application areas like e-business, Web-based mash-ups and the life sciences. Such cooperating systems have to automatically and efficiently match, exchange, transform and integrate large data sets from different sources and of different structure in order to enable seamless data exchange and transformation. The book edited by Bellahsene, Bonifati and Rahm provides an overview of the ways in which the schema and ontology matching and mapping tools have addressed the above requirements and points to the open technical challenges. The contributions from leading experts are structured i...
Advances in Automotive Production Technology – Theory and Application
This volume of the series ARENA2036 compiles the outcomes of the first Stuttgart Conference on Automotive Production (SCAP2020). It contains peer-reviewed contributions from a theoretical as well as practical vantage point and is topically structured according to the following four sections: It discusses (I) Novel Approaches for Efficient Production and Assembly Planning, (II) Smart Production Systems and Data Services, (III) Advances in Manufacturing Processes and Materials, and (IV) New Concepts for Autonomous, Collaborative Intralogistics. Given the restrictive circumstances of 2020, the conference was held as a fully digital event divided into two parts. It opened with a pre-week, allowing everyone to peruse the scientific contributions at their own pace, followed by a two-day live event that enabled experts from the sciences and the industry to engage in various discussions. The conference has proven itself as an insightful forum that allowed for an expertly exchange regarding the pivotal Advances in Automotive Production and Technology.
Chasing the dream
None
Thanos
In a desperate bid to protect all of reality, Adam Warlock once gave the Reality Gem to the Mad Titan Thanos. Years later, that decision has come to haunt Adam Thanos is on the verge of becoming the lord of all reality! Only Thanos troublesome brother, an errant troll and a strange trick of resurrection stand in his way or so it seems. For deep within the Titan lurks an abnormality a torturous second existence. A rebellion within his very soul! And so it may prove Thanos himself who fights most intensely against his own future! Jim Starlin and Alan Davis return to the epic story that began in THE INFINITY SIBLINGS. Dont miss the second volume of Starlins wildest adventure yet!
