Current Trends in Reality Mining

نویسندگان

  • Jyoti More
  • Chelpa Lingam
چکیده

We live in a technology driven society where, each one of us continuously leaves digital traces behind. Our mobile phones, for example, continuously sense our movements and interactions. This sociogeographic data could be continuously captured by millions of people around the world and promises to reveal important behavioral clues about humans. Mining patterns of human behavior from large-scale mobile phone data has deep potential impact on society. Reality Mining, pioneered by Nathan Eagle and Alex Pentland, (Massachusetts Institute of Technology (MIT)) is defined as the study of human social behavior based on wireless mobile phone sensed data. Reality mining is based on data collected by sensors in mobile phones, cars, security cameras, RFID ('smart card') readers, and others, all allow for the measurement of human physical and social activity. Applications of reality mining are in diverse fields like epidemiology, psychology, urban planning, security, marketing and even analysis of poverty. This paper attempts to overview and analyzes the current trends in reality mining. It also presents the current challenges in this field.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Educational Data Mining / Learning Analytics: Methods, Tasks and Current Trends

The 1 international conference on “Educational Data Mining” (EDM) took place in Montreal in 2008 while the 1 international conference on “Learning Analytics and Knowledge” (LAK) took place in Banff in 2011. Since then the fields have grown and established themselves with an annual international conference, a journal and an association each, and gradually increase their overlapping. This paper b...

متن کامل

Towards the Application of Augmented Reality in the Mining Sector: Open-Pit Mines

This article put augmented reality technology, and its application in the mining sector, in perspective. The current vitality in the mining sector in Canada, and particularly in the province of Quebec, is leading decision-makers to use new technologies in a sector which is nevertheless quite traditionalist. An exploration of the different activities connected to mining operations in order to id...

متن کامل

Augmented Reality System and Maintenance of Oil Pumps

Qualification of employees who operate technological processes directly influences the safety of production. However, the employees’’ qualification cannot completely exclude human factor. Today, there are many technologies that can minimize or eliminate human factor impact on production safety ensuring. The augmented reality technology is an example of this technology. Nowadays, the augmented r...

متن کامل

International Journal on Recent and Innovation Trends in Computing and Communication Current Data Mining Trends, Techniques ,applications and Issues

Due to recent technological development knowledge has been playing a significant role on human activities. Data can be stored and maintained to generate useful information. Due to the increase in the data, it is important to extract knowledge/information from such large data repositories Data mining is the knowledge discovery process by analyzing the large volumes of data from various perspecti...

متن کامل

Topic Modeling and Classification of Cyberspace Papers Using Text Mining

The global cyberspace networks provide individuals with platforms to can interact, exchange ideas, share information, provide social support, conduct business, create artistic media, play games, engage in political discussions, and many more. The term cyberspace has become a conventional means to describe anything associated with the Internet and the diverse Internet culture. In fact, cyberspac...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013