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010   $a3-319-95810-0
024 7 $a10.1007/978-3-319-95810-1
035   $a(CKB)4100000006999229
035   $a(MiAaPQ)EBC5541224
035   $a(DE-He213)978-3-319-95810-1
035   $a(PPN)231462247
035   $a(EXLCZ)994100000006999229
100   $a20181004d2018      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aApplications of Data Management and Analysis $eCase Studies in Social Networks and Beyond /$fedited by Mohammad Moshirpour, Behrouz H. Far, Reda Alhajj
205   $a1st ed. 2018.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018.
215   $a1 online resource (viii, 217 pages) $cillustrations (chiefly color)
225 1 $aLecture Notes in Social Networks,$x2190-5436
311 08$a3-319-95809-7 
320   $aIncludes bibliographical references and index.
327   $aChapter1: 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 forheavy 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.
330   $aThis book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications perspective. Various case studies included have been reported by data analysis experts who work closely with their clients in such fields as education, banking, and telecommunications. Understanding how data management has been adapted to these applications will help students, instructors and professionals in the field. Application areas also include the fields of social network analysis, bioinformatics, and the oil and gas industries.
410  0$aLecture Notes in Social Networks,$x2190-5436
606   $aQuantitative research
606   $aBig data
606   $aComputational intelligence
606   $aData mining
606   $aSystem theory
606   $aSociology$xMethodology
606   $aData Analysis and Big Data
606   $aBig Data
606   $aComputational Intelligence
606   $aData Mining and Knowledge Discovery
606   $aComplex Systems
606   $aSociological Methods
615  0$aQuantitative research.
615  0$aBig data.
615  0$aComputational intelligence.
615  0$aData mining.
615  0$aSystem theory.
615  0$aSociology$xMethodology.
615 14$aData Analysis and Big Data.
615 24$aBig Data.
615 24$aComputational Intelligence.
615 24$aData Mining and Knowledge Discovery.
615 24$aComplex Systems.
615 24$aSociological Methods.
676   $a302.3
702   $aMoshirpour$b Mohammad$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aFar$b Behrouz H$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aAlhajj$b Reda$4edt$4http://id.loc.gov/vocabulary/relators/edt
906   $aBOOK
912   $a9910298208903321
996   $aApplications of Data Management and Analysis$92528594
997   $aUNINA