Social Computing for Mobile Big Data

نویسندگان
چکیده

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Mobile Data Challenge: Big Data for Mobile Computing Research

This paper presents an overview of the Mobile Data Challenge (MDC), a large-scale research initiative aimed at generating innovations around smartphone-based research, as well as community-based evaluation of related mobile data analysis methodologies. First we review the Lausanne Data Collection Campaign (LDCC) – an initiative to collect unique, longitudinal smartphone data set for the basis o...

متن کامل

Key Technologies for Big Data Stream Computing

As a new trend for data-intensive computing, real-time stream computing is gaining significant attention in the Big Data era. In theory, stream computing is an effective way to support Big Data by providing extremely low-latency processing tools and massively parallel processing architectures in real-time data analysis. However, in most existing stream computing environments, how to efficiently...

متن کامل

Querying Big Social Data

Big data poses new challenges to query answering, from computational complexity theory to query evaluation techniques. Several questions arise. What query classes can be considered tractable in the context of big data? How can we make query answering feasible on big data? What should we do about the quality of the data, the other side of big data? This paper aims to provide an overview of recen...

متن کامل

Big Data for Social Sciences: Measuring patterns of human behavior through large-scale mobile phone data

The present study provides the first evidence that illiteracy can be reliablypredicted from standard mobile phone logs. By deriving a broad set of mobile phoneindicators reflecting users’ financial, social and mobility patterns we show howsupervised machine learning can be used to predict individual illiteracy in an Asiandeveloping country, externally validated against a large-s...

متن کامل

Big Data and Fog Computing

Fog computing serves as a computing layer that sits between the edge devices and the cloud in the network topology. They have more compute capacity than the edge but much less so than cloud data centers. They typically have high uptime and always-on Internet connectivity. Applications that make use of the fog can avoid the network performance limitation of cloud computing while being less resou...

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

ژورنال

عنوان ژورنال: Computer

سال: 2016

ISSN: 0018-9162

DOI: 10.1109/mc.2016.267