An increasing number of data providers have adopted shared numbering schemes such as
GTIN, ISBN, DUNS, or ORCID numbers for identifying entities in the respective domain. This …

Entity matching is the task of deciding whether two entity descriptions refer to the same real-
world entity. Entity matching is a central step in most data integration pipelines. Many state …

Accurate vessel trajectory prediction is essential for maritime traffic control and
management. In addition to collision avoidance, accurate vessel trajectory prediction can …

A current research question in the area of entity resolution (also called link discovery or
duplicate detection) is whether and in which cases embeddings and deep neural network …

The difficulty of an entity matching task depends on a combination of multiple factors such as
the amount of corner-case pairs, the fraction of entities in the test set that have not been …

Product matching is the task of deciding if offers originating from different web-shops refer to
the same real-world product. This is a central task for e-commerce applications such as …

Product matching, ie, being able to infer the product being sold for a merchant-created offer,
is crucial for any e-commerce marketplace, enabling product-based navigation, price …

Authorship attribution is the process of identifying the author of a text. Approaches to tackling
it have been conventionally divided into classification-based ones, which work well for small …

Software Composition Analysis (SCA) has gained traction in recent years with a number of
commercial offerings from various companies. SCA involves vulnerability curation process …

Product matching is a central task within e-commerce applications such as price comparison
portals and online market places. State-of-the-art product matching methods achieve F1 …