Saturday, December 14, 2013

Research Readings in Big Data


Big Data: A revolution that will transform how we live, work and think

K Cukier, V Mayer-Schoenberger - 2013
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Big Benefit from Big Data: A Real-Time Data Product Creation and Distribution System

MD Haderman, AN Pasch, TS Dye, AC Chan, DS Miller… - New Trends in Earth- …, 2014
New software systems are needed to meet the challenge of quickly transforming huge amounts
of dynamic, real-time big data into accessible and useful information. The Information Management
System (IMS) developed for the US Environmental Protection Agency's AirNow program, ...

Big data hype cut down to size

R Howard - Government News, 2013
Abstract: The term" big data" has become both overused and misused. It serves as a
shorthand phrase for large amounts of data and new forms of data. But large amounts of
data, high velocity data and varieties of data (unstructured) have been around for years.

Big data and human geography Opportunities, challenges and risks

R Kitchin - Dialogues in Human Geography, 2013
Abstract We are entering an era of big data–data sets that are characterised by high volume,
velocity, variety, exhaustivity, resolution and indexicality, relationality and flexibility. Much of
these data are spatially and temporally referenced and offer many possibilities for ...

[PDF] Big Data in Cloud Environment

P Sharma, V Garg, R Kaur, S Sonare - 2013
Abstract-Big Data concerns large-volume, complex, growing data sets with multiple,
autonomous sources. With the fast development of networking, data storage, and the data
collection capacity, Big Data is now rapidly expanding in all science and engineering ...

[HTML] Heart beats in the cloud: distributed analysis of electrophysiological 'big data'using cloud computing for epilepsy clinical research

SS Sahoo, C Jayapandian, G Garg, F Kaffashi… - Journal of the American …, 2013
Objective The rapidly growing volume of multimodal electrophysiological signal data is
playing a critical role in patient care and clinical research across multiple disease domains,
such as epilepsy and sleep medicine. To facilitate secondary use of these data, there is an ...

The danger of a big data episteme and the need to evolve geographic information systems

SP Gorman - Dialogues in Human Geography, 2013
Abstract The emergence of big data as a dominant technology meme challenges
geography's technical underpinnings, found in geographic information systems, while
engaging the discipline in a conversation about the meme's impact on society. This allows ...

Big data, smart cities and city planning

M Batty - Dialogues in Human Geography, 2013
Abstract I define big data with respect to its size but pay particular attention to the fact that the
data I am referring to is urban data, that is, data for cities that are invariably tagged to space
and time. I argue that this sort of data are largely being streamed from sensors, and this ...

Big data, little history

TJ Barnes - Dialogues in Human Geography, 2013
Abstract The paper makes the argument that what is forgotten in the celebration of big data
is history. Big data is presented as if it were disconnected from the past, removed from
issues or problems that went before. I argue in this short commentary that the past remains ...

Pattern recognition of big nutritional data in RCT

J Wang, H Fang, H Wang, GF Olendzki, C Wang, Y Ma - Proceedings of the 8th …, 2013
... Particularly, such big data from health and medical studies pose significant challenges to the
methodological field. This paper presents a new multi-clustering approach for pattern recognition
of big data in a randomized controlled trial (RCT) with multi-validation criteria. ...

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