The Resource Applications of Data Management and Analysis : Case Studies in Social Networks and Beyond, edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj, (electronic resource)

Applications of Data Management and Analysis : Case Studies in Social Networks and Beyond, edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj, (electronic resource)

Label
Applications of Data Management and Analysis : Case Studies in Social Networks and Beyond
Title
Applications of Data Management and Analysis
Title remainder
Case Studies in Social Networks and Beyond
Statement of responsibility
edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj
Contributor
Editor
Editor
Subject
Language
eng
Summary
This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries
Member of
Dewey number
302.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • SuQXL47REVo
  • utj4dOnikCc
  • 7N3fJliejNw
LC call number
HF5548.125-HF5548.6
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Moshirpour, Mohammad.
  • Far, Behrouz H.
  • Alhajj, Reda.
Series statement
Lecture Notes in Social Networks,
http://library.link/vocab/subjectName
  • Big data
  • Engineering
  • Data mining
  • Social sciences—Data processing
  • Social sciences—Computer programs
  • Big Data/Analytics
  • Big Data
  • Computational Intelligence
  • Data Mining and Knowledge Discovery
  • Data-driven Science, Modeling and Theory Building
  • Computational Social Sciences
Label
Applications of Data Management and Analysis : Case Studies in Social Networks and Beyond, edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Chapter1: Predicting Implicit Negative Relations in Online Social Networks -- Chapter2: Automobile insurance fraud detection using social network analysis -- Chapter3: Improving circular layout algorithm for social network visualization using genetic algorithm -- Chapter4: Live Twitter Sentiment Analysis -- Chapter5: Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance -- Chapter6: A Sliding-Window Algorithm Implementation in MapReduce -- Chapter7: A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry -- Chapter8: Temporal Dependency between Evolution of Features and Dynamic Social Networks -- Chapter9: Recommender System for Product Avoidance -- Chapter10: A new 3D value model for customer segmentation:Complex Network Approach -- Chapter11: Finding Influential Factors for Different Types of Cancer: A Data Mining Approach -- Chapter 12: Enhanced load balancer with multi-layer processing architecture for heavy load over cloud network -- Chapter13: Market Basket Analysis Using Community Detection Approach: A Real Case -- Chapter14: Predicting Future with Social Media based on Sentiment and Quantitative Analysis
Dimensions
unknown
Edition
1st ed. 2018.
Extent
1 online resource (viii, 217 pages)
Form of item
online
Isbn
9783319958101
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-95810-1
Other physical details
illustrations (chiefly color)
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4100000006999229
  • (MiAaPQ)EBC5541224
  • (DE-He213)978-3-319-95810-1
  • (EXLCZ)994100000006999229
Label
Applications of Data Management and Analysis : Case Studies in Social Networks and Beyond, edited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj, (electronic resource)
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Chapter1: Predicting Implicit Negative Relations in Online Social Networks -- Chapter2: Automobile insurance fraud detection using social network analysis -- Chapter3: Improving circular layout algorithm for social network visualization using genetic algorithm -- Chapter4: Live Twitter Sentiment Analysis -- Chapter5: Artificial Neural Network Modeling and Forecasting of Oil Reservoir Performance -- Chapter6: A Sliding-Window Algorithm Implementation in MapReduce -- Chapter7: A Fuzzy Dynamic Model for Customer Churn Prediction in Retail Banking Industry -- Chapter8: Temporal Dependency between Evolution of Features and Dynamic Social Networks -- Chapter9: Recommender System for Product Avoidance -- Chapter10: A new 3D value model for customer segmentation:Complex Network Approach -- Chapter11: Finding Influential Factors for Different Types of Cancer: A Data Mining Approach -- Chapter 12: Enhanced load balancer with multi-layer processing architecture for heavy load over cloud network -- Chapter13: Market Basket Analysis Using Community Detection Approach: A Real Case -- Chapter14: Predicting Future with Social Media based on Sentiment and Quantitative Analysis
Dimensions
unknown
Edition
1st ed. 2018.
Extent
1 online resource (viii, 217 pages)
Form of item
online
Isbn
9783319958101
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-95810-1
Other physical details
illustrations (chiefly color)
Sound
unknown sound
Specific material designation
remote
System control number
  • (CKB)4100000006999229
  • (MiAaPQ)EBC5541224
  • (DE-He213)978-3-319-95810-1
  • (EXLCZ)994100000006999229

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