Online social networking sites like Facebook, LinkedIn, and Twitter, offer millions of members the opportunity to befriend one another, send messages to each other, and post content on the site - actions which generate mind-boggling amounts of data every day.To make sense of the massive data from these sites, we resort to social media mining to answer questions like the following:

An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes recent approaches for mining specifications of software systems. Experts in the field illustrate how to apply state-of-the-art data mining and machine learning techniques to address software engineering concerns. In the first set of chapters, the book introduces a number of studies on mining finite state machines that employ techniques, such as grammar inference, partial order mining, source code model checking, abstract interpretation, and more. The remaining chapters present research on mining temporal rules/patterns, covering techniques that include path-aware static program analyses, lightweight rule/pattern mining, statistical analysis, and other interesting approaches. Throughout the book, the authors discuss how to employ dynamic analysis, static analysis, and combinations of both to mine software specifications. According to the US National Institute of Standards and Technology in 2002, software bugs have cost the US economy 59.5 billion dollars a year. This volume shows how specification mining can help find bugs and improve program understanding, thereby reducing unnecessary financial losses. The book encourages the industry adoption of specification mining techniques and the assimilation of these techniques in standard integrated development environments (IDEs).

Sixth volume of episodes from the Italian crime drama based on the series of novels by Andrea Camilleri. Salvo Montalbano (Luca Zingaretti) plays a key role maintaining law and order in the town of Vigata in Sicily. Navigating his way around the fraught terrain of the Italian justice system isn't the only issue faced by Montalbano - his dual indulgences, food and his girlfriend, Livia (Katharina Böhm), often threaten to derail him. The episodes are: 'Angelica's Smile', 'Hall of Mirrors', 'A Voice in the Night' and 'A Ray of Light'.

Second volume of episodes from the Italian crime drama based on the series of novels by Andrea Camilleri. Salvo Montalbano (Luca Zingaretti) plays a key role maintaining law and order in the town of Vigata in Sicily. Navigating his way around the fraught terrain of the Italian justice system isn't the only issue faced by Montalbano - his dual indulgences, food and his girlfriend, Livia (Katharina Böhm), often threaten to derail him. The episodes are: 'The Artist's Touch', 'A Trip to Tindari', 'The Sense of Touch', 'Montalbano's Croquettes', 'The Scent of the Night' and 'The Cat and the Goldfinch'.

Fourth volume of episodes from the Italian crime drama based on the series of novels by Andrea Camilleri. Salvo Montalbano (Luca Zingaretti) plays a key role maintaining law and order in the town of Vigata in Sicily. Navigating his way around the fraught terrain of the Italian justice system isn't the only issue faced by Montalbano - his dual indulgences, food and his girlfriend, Livia (Katharina Böhm), often threaten to derail him. The episodes are: 'August Flame', 'The Wings of the Sphinx', 'Track of Sand' and 'Paper Moon'.

The complete second series of the Italian crime drama following Salvo Montalbano (Luca Zingaretti) as he attempts to maintain law and order in the town of Vigata in Sicily. The episodes are: 'Turning Point', 'Equal Time', 'The Spider's Patience', 'Find the Lady', 'August Flame', 'The Wings of the Sphinx', 'Track of Sand', 'Paper Moon', 'The Age of Doubt', 'The Gull's Dance', 'The Potter's Field' and 'Treasure Hunt'.

Four episodes of the Italian crime drama based on the series of novels by Andrea Camilleri. Salvo Montalbano (Luca Zingaretti) plays a key role maintaining law and order in the town of Vigata in Sicily. Navigating his way around the fraught terrain of the Italian justice system isn't the only issue faced by Montalbano - his dual indulgences, food and his girlfriend, Livia (Katharina Böhm), often threaten to derail him. The episodes are: 'The Snack Thief', 'The Voice of the Violin', 'The Shape of Water' and 'The Mystery of the Terracotta Dog'.

Fifth volume of episodes from the Italian crime drama based on the series of novels by Andrea Camilleri. Salvo Montalbano (Luca Zingaretti) plays a key role maintaining law and order in the town of Vigata in Sicily. Navigating his way around the fraught terrain of the Italian justice system isn't the only issue faced by Montalbano - his dual indulgences, food and his girlfriend, Livia (Katharina Böhm), often threaten to derail him. The episodes are: 'The Age of Doubt', 'The Gull's Dance', 'The Potter's Field' and 'Treasure Hunt'.

An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes recent approaches for mining specifications of software systems. Experts in the field illustrate how to apply state-of-the-art data mining and machine learning techniques to address software engineering concerns. In the first set of chapters, the book introduces a number of studies on mining finite state machines that employ techniques, such as grammar inference, partial order mining, source code model checking, abstract interpretation, and more. The remaining chapters present research on mining temporal rules/patterns, covering techniques that include path-aware static program analyses, lightweight rule/pattern mining, statistical analysis, and other interesting approaches. Throughout the book, the authors discuss how to employ dynamic analysis, static analysis, and combinations of both to mine software specifications. According to the US National Institute of Standards and Technology in 2002, software bugs have cost the US economy 59.5 billion dollars a year. This volume shows how specification mining can help find bugs and improve program understanding, thereby reducing unnecessary financial losses. The book encourages the industry adoption of specification mining techniques and the assimilation of these techniques in standard integrated development environments (IDEs).