This is an overview of the end-to-end data cleaning process. Data quality is one of the most
important problems in data management, since dirty data often leads to inaccurate data …

Thanks to information explosion, data for the objects of interest can be collected from
increasingly more sources. However, for the same object, there usually exist conflicts among …

Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …

In many applications, one can obtain descriptions about the same objects or events from a
variety of sources. As a result, this will inevitably lead to data or information conflicts. One …

In many real world applications, the same item may be described by multiple sources. As a
consequence, conflicts among these sources are inevitable, which leads to an important …

The web is a huge source of valuable information. However, in recent times, there is an
increasing trend towards false claims in social media, other web-sources, and even in news …