Prefacе ........................................................ ix
Editor ....................................................... xvii
Contributors .................................................. xix
Section I Introduction
1 Toward Evolving Knowledge Ecosystems for Big Data
Understanding ................................................ 3
Vaditn Ertnolayev, Rajendra Akerkar, Vagan Terziyan, and
Michael Cochez
2 Tassonomy and Review of Big Data Solutions Navigation ....... 57
Pierfrancesco Bellini, Mariano di Claudio, Paolo Nesi, and
Nadia Rauch
3 Big Data: Challenges and Opportunities ..................... 103
Roberto V. Zicari
Section II Semantic Technologies and Big Data
4 Management of Big Semantic Data ............................ 131
Javier D. Fernández, Mario Arías, Miguel A. Martánez-
Prieto, and Claudio Gutiérrez
5 Linked Data in Enterprise Integration ...................... 169
Sören Auer, Axel-Cyrille Ngonga Ngomo, Philipp Frischmuth,
and Jakub Klimek
6 Scalable End-User Access to Big Data ....................... 205
Martin Giese, Diego Calvanese, Peter Haase, lan Horrocks,
Yannis Ioannidis, Herald Kllapi, Manolis Koubarakis,
Maurizio Lenzerini, Ralf Möller, Mariano Rodriguez Muro,
Özgür Özçep, Riccardo Rosati, Rudolf Schlatte, Michael
Schmidt, Ahmet Soylu, and Arild Waaler
7 Semantic Data Interoperability: The Key Problem of Big
Data ....................................................... 245
Hele-Mai Haav and Peep Klingas
Section III Big Data Processing
8 Big Data Exploration ....................................... 273
Stratos Idreos
9 Big Data Processing with MapReduce ......................... 295
Jordà Polo
10 Efficient Processing of Stream Data over Persistent Data ... 315
M. Asif Naeem, Gillian Dobbie, and Gerald Weber
Section IV Big Data and Business
11 Economics of Big Data: A Value Perspective on State of the
Art and Future Trends ...................................... 343
Tassilo Pellegrin
12 Advanced Data Analytics for Business ....................... 373
Rajendra Akerkar
Section V Big Data Applications
13 Big Social Data Analysis ................................... 401
Erik Cambria, Dheeraj Rajagopal, Daniel Olsher, and
Dipankar Das
14 Real-Time Big Data Processing for Domain Experts: An
Application to Smart Buildings ............................. 415
Dario Bonino, Fulvio Corno, and Luigi De Russis
15 Big Data Application: Analyzing Real-Time Electric Meter
Data ....................................................... 449
Mikhail Simonov, Giuseppe Caragnano, Lorenzo Mossucca,
Pietro Ruiu, and Olivier Terzo
16 Scaling of Geographic Space from the Perspective of City
and Field Blocks and Using Volunteered Geographic
Information ................................................ 483
Bin Jiang and Xintao Liu
17 Big Textual Data Analytics and Knowledge Management ........ 501
Marcus Spies and Monika Jungemann-Dorner
Index ......................................................... 539
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