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Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data

Part of the Studies in Big Data Book Series (volume 29)

DOI: 10.1007/978-3-319-61349-9

ISBN: 978-3-319-61348-2

Publisher: Springer International Publishing - Springer Journals

Aug 21, 2017

1 - 6 of 6 Chapters

LitStream

Chapter 1Introduction

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 1 –5

[In this chapter, we explain what is the main problems with which we deal in this book, how exactly we deal with them, and what is the book’s structure.]
LitStream

Chapter 2Data Acquisition: Towards Optimal Use of Sensors

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 7 –43

[The main source of knowledge is processing data. Data comes from sensors. Within a limited budget, it is extremely important to make sure that the use of the sensorsSensor is optimized so that we get the largest possible amount of useful data from these sensors. Traditionally, most data comes...
LitStream

Chapter 3Data and Knowledge Processing

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 45 –63

[Once the data is collected, we need to process this data. For processing, we need to use computers—and the more dataData processingKnowledge processing we collect, the more computer powerComputing power we need. It is therefore important to optimally distribute this computing power. This is the...
LitStream

Chapter 4Knowledge Propagation and Resulting Knowledge Enhancement

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 65 –112

[Once we have transformed data into knowledge, we need to propagate this knowledge—so that other researchers can use and enhance thisKnowledge propagation knowledge. ForIdea propagation that, first, we need to motivate people to learn the new knowledge, we need to make sure that the idea is...
LitStream

Chapter 5Knowledge Use

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 113 –136

[How can we use the acquired knowledge? InKnowledge use many practical situations, we have a well-defined problem, with a clear well-formulated objective. Such problems are typical in engineering: we want a bridge which can withstand a given load, we want a car with a given fuel efficiency, etc....
LitStream

Chapter 6Conclusions

Lerma, L. Octavio; Kreinovich, Vladik

Pages: 137 –137

[This section summarizes what we have done in this book.]

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