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Synthesis Lectures on Data Min...In recent years there has been a rapid growth of location-based social network... In recent years there has been a rapid growth of location-based social networking services such as Foursquare and Facebook Places which have attracted an increasing number of users and greatly enriched their urban experience. Typical location-based... more
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Synthesis Lectures on Data Min...This synthesis lecture provides a survey of work on privacy in online social n... This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third parties. Our goal is to approach such concerns from a computer-science... more
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Synthesis Lectures on Data Min...What does the Web look like? How can we find patterns communities outliers in ... What does the Web look like? How can we find patterns communities outliers in a social network? Which are the most central nodes in a network? These are the questions that motivate this work. Networks and graphs appear in many diverse settings for... more
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Synthesis Lectures on Data Min...The big data era is characterized by an explosion of information in the form o... The big data era is characterized by an explosion of information in the form of digital data collections ranging from scientific knowledge to social media news and everyone s daily life. Examples of such collections include scientific publications... more
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Synthesis Lectures on Data Min...This book provides a principled data-driven framework that progressively const... This book provides a principled data-driven framework that progressively constructs enriches and applies taxonomies without leveraging massive human annotated data. Traditionally people construct domain-specific taxonomies by extensive manual... more
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