This paper attempts to identify the requirement and the development of machine learning‐
based mobile big data (MBD) analysis through discussing the insights of challenges in the …

Smart devices bring us ubiquitous mobile access to the Internet, making it possible to surf
the Internet in mobile environments. With the pervasiveness of mobile Internet, much …

Since the release of the Oculus Rift CV1 in 2016, millions of VR headsets have found their
way into consumer homes. In this paper, we sought to understand what shifts have taken …

Machine learning methods are widely used by researchers to predict psychological
characteristics from digital records. To find out whether automatic personality estimates …

On university campuses, social interactions among students can explain their academic
experiences. However, assessing these interactions with surveys fails to capture their …

In the era of mobile Internet, a vast amount of geo-spatial data allows us to gain further
insights into human activities, which is critical for Internet Services Providers (ISP) to provide …

A comprehensive understanding of collocated social interactions can help campuses and
organizations better support their community. Universities could determine new ways to …

This paper discusses the need for systematic and methodical approaches to Change
Analysis and Management (CHAM) on software projects. Our main contribution is a …

With the ubiquitous Internet applications brought by widespread popularity of smart device,
an exhaustive understanding of user behavior is becoming essential for Internet Service …

The rise of mobile devices has contributed new biometric modalities which reflect behavioral
tendencies as users interact with the device's services. In this paper, we explore replay …