Big Data Analytics: Proceedings of CSI 2015

742 Pages·2018·18.32 MB·English

by  V. B. Aggarwal

Advances in Intelligent Systems and Computing 654
V.B. Aggarwal
Vasudha Bhatnagar
Durgesh Kumar Mishra Editors
Big Data
Analytics
Proceedings of CSI 2015
Advances in Intelligent Systems and Computing
Volume 654
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory,
applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually
alldisciplinessuchasengineering,naturalsciences,computerandinformationscience,ICT,
economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelist
oftopicsspansalltheareasofmodernintelligentsystemsandcomputing.
The publications within “Advances in Intelligent Systems andComputing”are primarily
textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover
significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter.
Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide
distribution. Thispermitsarapid andbroaddissemination ofresearch results.
Advisory Board
Chairman
Nikhil R. Pal,Indian Statistical Institute,Kolkata, India
e-mail: [email protected]
Members
Rafael Bello Perez,UniversidadCentral “Marta Abreu”deLasVillas,Santa Clara, Cuba
e-mail: [email protected]
Emilio S.Corchado, University of Salamanca, Salamanca, Spain
e-mail: [email protected]
HaniHagras, University of Essex, Colchester, UK
e-mail: [email protected]
LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary
e-mail: [email protected]
VladikKreinovich, University of Texasat ElPaso, ElPaso, USA
e-mail: [email protected]
Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan
e-mail: [email protected]
Jie Lu,University of Technology,Sydney,Australia
e-mail: [email protected]
Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico
e-mail: [email protected]
Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro, Brazil
e-mail: [email protected]
Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland
e-mail: [email protected]
Jun Wang, TheChineseUniversity of HongKong,Shatin, HongKong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
V.B. Aggarwal Vasudha Bhatnagar
(cid:129)
Durgesh Kumar Mishra
Editors
Big Data Analytics
Proceedings of CSI 2015
123
Editors
V.B. Aggarwal Durgesh KumarMishra
JaganInstitute of Management Studies Microsoft Innovation Centre
NewDelhi, Delhi Sri Aurobindo Institute of Technology
India Indore, MadhyaPradesh
India
Vasudha Bhatnagar
Department ofComputer Science
University of Delhi
NewDelhi, Delhi
India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-981-10-6619-1 ISBN978-981-10-6620-7 (eBook)
https://doi.org/10.1007/978-981-10-6620-7
LibraryofCongressControlNumber:2017952513
©SpringerNatureSingaporePteLtd.2018
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Preface
The last decade has witnessed remarkable changes in IT industry, virtually in all
domains.The50thAnnualConvention,CSI-2015,onthetheme“DigitalLife”was
organizedasapartofCSI-2015,byCSIatDelhi,thenationalcapitalofthecountry,
during December 02–05, 2015. Its concept was formed with an objective to keep
ICT community abreast of emerging paradigms in the areas of computing tech-
nologies and more importantly looking at its impact on the society.
Information and Communication Technology (ICT) comprises of three main
components: infrastructure, services, and product. These components include the
Internet, infrastructure-based/infrastructure-less wireless networks, mobile termi-
nals, and other communication mediums. ICT is gaining popularity due to rapid
growth in communication capabilities for real-time-based applications. New user
requirements and services entail mechanisms for enabling systems to intelligently
process speech- and language-based input from human users. CSI-2015 attracted
over 1500 papers from researchers and practitioners from academia, industry and
government agencies, from all over of the world, thereby making the job of the
ProgrammeCommitteeextremelydifficult.Afteraseriesoftoughreviewexercises
by a team of over 700 experts, 565 papers were accepted for presentation in
CSI-2015 during the 3 days of the convention under ten parallel tracks. The
ProgrammeCommittee,inconsultationwithSpringer,theworld’slargestpublisher
ofscientificdocuments,decidedtopublishtheproceedingsofthepresentedpapers,
after the convention, in ten topical volumes, under ASIC series of the Springer, as
detailed hereunder:
1. Volume # 1: ICT Based Innovations
2. Volume # 2: Next Generation Networks
3. Volume # 3: Nature Inspired Computing
4. Volume # 4: Speech and Language Processing for Human-Machine
Communications
5. Volume # 5: Sensors and Image Processing
6. Volume # 6: Big Data Analytics
v
vi Preface
7. Volume # 7: Systems and Architecture
8. Volume # 8: Cyber Security
9. Volume # 9: Software Engineering
10. Volume # 10: Silicon Photonics and High Performance Computing
WearepleasedtopresentbeforeyoutheproceedingsoftheVolume#6on“Big
Data Analytics”. The title “Big Data Analytics” discusses the new models applied
for Big Data Analytics. It traces the different business interests in the field of Big
DataAnalyticsfromtheperspectiveofdecision-makers.Thetitlealsoevaluatesthe
uses of data analytics in understanding the need of customer base in various
organizations.
Big data is a new buzzword due to the generation of data from a diversity of
sources.Thevolume,varietyandvelocityofdatacomingintoanorganizationfrom
both structured and unstructured data sources continue to reach unprecedented
levels. This phenomenalgrowth implies that one must not only understand the big
data in order to decipher the information that truly counts, but one must also
understand the possibilities and opportunities of data analytics.
Big data analytics is the process of examining big data to uncover hidden pat-
terns, unknown correlations andother useful information that can be used tomake
betterdecisions.Withbigdataanalytics,datascientistsandotherscananalysehuge
volumes of data that conventional analytics and business intelligence solutions
cannot touch. The title “Big Data Analytics” analyses the different aspects of big
dataresearchandhowthesameisbeingappliedacrossorganizationstohandletheir
data for decision-making and different types of analytics for different business
strategies.
This volume is designed to bring together researchers and practitioners from
academia and industry to focus on extending the understanding and establishing
newcollaborationsintheseareas.Itistheoutcomeofthehardworkoftheeditorial
team, who have relentlessly worked with the authors and steered up the same to
compilethisvolume.Itwillbeausefulsourceofreferenceforthefutureresearchers
inthisdomain.UndertheCSI-2015umbrella,wereceivedover500papersforthis
volume, out of which 74 papers are being published, after a rigorous review pro-
cesses, carried out in multiple cycles.
On behalf of organizing team, it is a matter of great pleasure that CSI-2015 has
received an overwhelming response from various professionals from across the
country. The organizers of CSI-2015 are thankful to the members of Advisory
Committee, Programme Committee and Organizing Committee for their all-round
guidance,encouragementandcontinuoussupport.Weexpressoursinceregratitude
tothelearnedKeynoteSpeakersforsupportandhelpextendedtomakethiseventa
grand success. Our sincere thanks are also due to our Review Committee Members
and the Editorial Board for their untiring efforts in reviewing the manuscripts,
giving suggestions and valuable inputs for shaping this volume. We hope that all
theparticipants/delegateswillbebenefittedacademicallyandwishthemallthebest
for their future endeavours.
Preface vii
We also take the opportunity to thank the entire team from Springer, who have
worked tirelessly and made the publication of the volume a reality. Last but not
least, we thank the team from Bharati Vidyapeeth’s Institute of Computer
Applications and Management (BVICAM), New Delhi, for their untiring support,
without which the compilation of this huge volume would not have been possible.
New Delhi, India V.B. Aggarwal
New Delhi, India Vasudha Bhatnagar
Indore, India Durgesh Kumar Mishra
March 2017
The Organization of CSI-2015
Chief Patron
Padmashree Dr. R. Chidambaram, Principal Scientific Advisor, Government of
India
Patrons
Prof. S.V. Raghavan, Department of Computer Science, IIT Madras, Chennai
Prof. Ashutosh Sharma, Secretary, Department of Science and Technology,
Ministry of Science and Technology, Government of India
Chair, Programme Committee
Prof. K.K. Aggarwal, Founder Vice Chancellor, GGSIP University, New Delhi
Secretary, Programme Committee
Prof. M.N. Hoda, Director, Bharati Vidyapeeth’s Institute of Computer
Applications and Management (BVICAM), New Delhi
Advisory Committee
(cid:129) Padma Bhushan Dr. F.C. Kohli, Co-Founder, TCS
(cid:129) Mr. Ravindra Nath, CMD, National Small Industries Corporation, New Delhi
(cid:129) Dr.OmkarRai,DirectorGeneral,SoftwareTechnologicalParksofIndia(STPI),
New Delhi
(cid:129) Adv. Pavan Duggal, Noted Cyber Law Advocate, Supreme Courts of India
(cid:129) Prof. Bipin Mehta, President, CSI
(cid:129) Prof. Anirban Basu, Vice President—cum- President Elect, CSI
(cid:129) Shri Sanjay Mohapatra, Secretary, CSI
(cid:129) Prof. Yogesh Singh, Vice Chancellor, Delhi Technological University, Delhi
(cid:129) Prof.S.K.Gupta,DepartmentofComputerScienceandEngineering,IIT,Delhi
ix
x TheOrganizationofCSI-2015
(cid:129) Prof. P.B. Sharma, Founder Vice Chancellor, Delhi Technological University,
Delhi
(cid:129) Mr. Prakash Kumar, IAS, Chief Executive Officer, Goods and Services Tax
Network (GSTN)
(cid:129) Mr. R.S. Mani, Group Head, National Knowledge Networks (NKN), NIC,
Government of India, New Delhi
Editorial Board
(cid:129) A.K. Nayak, CSI
(cid:129) A.K. Saini, GGSIPU, New Delhi
(cid:129) R.K. Vyas, University of Delhi, Delhi
(cid:129) Shiv Kumar, CSI
(cid:129) Vishal Jain, BVICAM, New Delhi
(cid:129) S.S. Agrawal, KIIT, Gurgaon
(cid:129) Amita Dev, BPIBS, New Delhi
(cid:129) D.K. Lobiyal, JNU, New Delhi
(cid:129) Ritika Wason, BVICAM, New Delhi
(cid:129) Anupam Baliyan, BVICAM, New Delhi