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This edited volume offers a clear in-depth overview of research
covering a variety of issues in social search and recommendation
systems. Within the broader context of social network analysis it
focuses on important and up-coming topics such as real-time event
data collection, frequent-sharing pattern mining, improvement of
computer-mediated communication, social tagging information, search
system personalization, new detection mechanisms for the
identification of online user groups, and many more. The twelve
contributed chapters are extended versions of conference papers as
well as completely new invited chapters in the field of social
search and recommendation systems. This first-of-its kind survey of
current methods will be of interest to researchers from both
academia and industry working in the field of social networks.
All mainstream database systems lack support for temporal metadata,
and instead store only the most recent data. Consequently, they can
only manage temporal data in an ad hoc manner -- oftentimes not
effectively. Yet there are countless application domains that need
temporal data. This book offers a much-needed solution: It includes
a bitemporal relational data model, based on nested relations, as
well as its algebra and calculus languages for expressing queries.
The fundamental construct for representing temporal data is a
bitemporal atom; a value, its validity period, and the time this
data was recorded in the database. The concept of 'context' defines
different views of bitemporal data. BtSQL, a simple bitemporal
variation of the SQL, is introduced. The book also provides a
prototype implementation, which demonstrates the feasibility of the
proposed approach in an object-relational database system.
Researchers and practitioners in database development will find
this book useful. It can be used as a textbook in advanced database
courses -- particularly in application domains where temporal
metadata can greatly leverage the value of the data as it is stored
and utilized.
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